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Miami, a "Scorpio" city. Known for its magnetic blend of magic, mystery, Miami serves as a hub of black magic, intelligence operations, and cultural influence. ▶️ Stream Mantrista Music by Mateo Cuarón: www.youtube.com/watch?v=4Ys-JDGkk…uY2VzIGZveA%3D%3D
Miami, a "Scorpio" city. Known for its magnetic blend of magic, mystery, Miami serves as a hub of black magic, intelligence operations, and cultural influence. ▶️ Stream Mantrista Music by Mateo Cuarón: www.youtube.com/watch?v=4Ys-JDGkk…uY2VzIGZveA%3D%3D
Darlene Van de Grift is a highly respected Medical Intuitive and Multidimensional Mediator, Timeline Architect, Medium, Artist, and Author, with over 35 years of experience. She dedicated her career to help people tap into their innate wisdom and spiritual guidance to explore and heal their multidimensional selves. Darlene's thirst for knowledge has shaped her educational background across different subjects, including Applied Kinesiology, One Brain, Swedish and therapeutic massage, anatomy and physiology, Matrix Energetics, Touch For Health, Intention Muscle Balancing, Nutritional Counseling, Reconnection work, herbal and homeopathic medicine, and the Energy Arts. Darlene also channels the Evolves, through a distinctive, interactive monthly Zoom called the Cosmic Traveler's, where healing takes place on both a personal and worldwide scale. Her podcast, Expansion from Within; Exploring Multidimensionality, is also a notable platform. Her debut book, EarthBound; the Genesis of the Great Experiment, delves into her long life adventures with multidimensional beings, ancient timelines, the evolution of Earth and humanity, and offers spiritual teachings and tools for her readers. This book is a five part series titled Multidimensional Chronicles. The first book set to be released by Pegasus Publishing in 2025. www.soulunion.com
Sharing this message to anchor our mental health challenges and understand how we can embody our multi-dimensional aspects of Being! Namaste
Welcome to the CPM Customer Success podcast, where we empower Office of Finance leaders to streamline their financial systems and processes with OneStream, ensuring improved corporate performance without the extended office hours. In this episode, host Andy Smetana, CRO at Nova Advisory, drills down into the concept of OneStream's Extensible Dimensionality. As a key differentiator, Extensible Dimensionality is a game-changer for financial management. Andy simplifies the concept, explaining what it is, why it matters, and how it enables businesses to meet both corporate financial standards and operational needs seamlessly. Discover how Extensible Dimensionality can transform your data management, enhance efficiency, and lower risks. Hear real-world examples and insights on how this innovative feature allows for flexibility, improved reporting, and faster decision-making. By the end of this episode, you'll understand why OneStream's Extensible Dimensionality is a must-have for your business. Subscribe or follow to ensure you don't miss out on future episodes filled with expert advice and success stories in the world of corporate performance management. Subscribe or follow now to stay updated with future episodes of the CPM Customer Success podcast and start your journey towards financial transformation today!
HT1939 - Dimensionality I know that photographic images are two-dimensional things, but there are conventions that allow us to explore beyond the two dimensionality of a photograph. I have to confess that in my photographic life, I don't spend a lot of time thinking about how to expand beyond two dimensions, but perhaps I should.
This truly has been my favorite and one of the most powerful podcast episodes I've ever recorded!! My heart was fully melted with love throughout this whole episode
Head of liquid alternatives and hedge funds, Mark Sullivan, and investment director of diversifying strategies, Chris Perret, share their views on why the multidimensionality of macro investment approaches may help provide investors a smoother path forward amid an increasingly uncertain macro and geopolitical backdrop.1:50 Career paths5:10 Major shifts in the macro environment8:20 Influence of government policy on markets10:50 Effect of US election cycle12:10 Japan's new reality14:40 Key to success for macro strategies?16:40 Geopolitical risks19:30 Dimensionality in the investment process21:00 Importance of talent development25:20 Why lean into macro now?
The Awakening Hour: Expanding Consciousness for Unlimited Potential
To ponder means: -To think about (something) with thoroughness and care.-To reflect or consider with thoroughness and care.-To think; to deliberate; to muse Ponder this: YOU ARE MULTI-DIMENSIONAL Special Invitation to The Consciousness Project: Explore the multiple dimensions of yourself for healing, transformation, and growth:Quantum Journeying Experience Free Course to Empower Your Mind: 100 Monkeys and the Power of the Mind For a Free Consultation, email FreeConsult@ExpandingConsciousness.info More Resources and Tools to Go Within
In this conversation, Paul F. Austin and Dr. Cat Meyer discuss the expansive nature of sex and the importance of redefining it. Find episode links, summary, and transcript here: https://thethirdwave.co/podcast/episode-237-cat-meyer-psyd-lmft They explore the role of microdosing in enhancing vitality and connection, as well as the need for discernment and consent in relationships. Dr. Cat also provides a primer to play parties and offers advice on navigating new experiences safely and intentionally. Dr. Cat Meyer, PsyD, LMFT is a licensed psychotherapist specializing in sex, trauma, and ketamine-assisted therapy, author, yoga teacher, and international speaker dedicated to evolving the relationship we have surrounding sexuality and our bodies. She is the host of the podcast Sex Love Psychedelics and the founder of SexLoveYoga.com, an online platform for education and programs on relationships, sexuality, and embodiment. Highlights: Expanding the definition of sex Lessons from combining sex and psychedelics Microdosing and sexual vitality Vetting partners and building trust Understanding play parties Embodied consent Resources on polyamory, tantra, and BDSM Links: Dr. Cat's website: https://www.sexloveyoga.com/ Dr. Cat on Instagram: https://www.instagram.com/sexloveyoga/ Dr. Cat's book, “sex love yoga”: https://amzn.to/4bF0p3T These show links may contain affiliate links. Third Wave receives a small percentage of the product price if you purchase through the above affiliate links. Episode Sponsors: Neurohacker Collective: Use code THIRDWAVE for an additional 15% off Qualia Mind. The Coaching Certification Program by Third Wave's Psychedelic Coaching Institute.
Happy leap year day everyone, very excited to bring you a special once-in-a-4 year edition of ThursdAI
In the final part of this series dives into the structure and strategy to get your business success to new heights! Listen as Sarah shares her unique magic on messaging, funnels and scalability through authority marketing. You'll also hear about: - how to build automated lead generation and nurturing - the ways to nurture your audience at different levels to ensure continuous cash-flow - how to build authority and results quickly... and so much more! Book a 1:1 intensive with Sarah here. Continue the conversation with Sarah here: Sarahtynan.co IG - @sarah.tynan.quantum.coach FB - @SarahTynanInternational This podcast is produced by Nikki Voxx from Quintessential Being.
In Part 2 Sarah demonstrates how to embrace change and overcome limiting beliefs through reflecting on some of her own personal adversity. Listen as she dives deep into quantum psychics and timeline shifting as well as navigating business success through quantum discernment. You'll also hear about: - identity, manifestation and detachment - the most powerful place to be in to attract new clients and sales - how to systemise your frequency work and the advantages that gives you - what ego blasting is and how to use it for your benefit... and so much more! Continue the conversation with Sarah here: Sarahtynan.co IG - @sarah.tynan.quantum.coach FB - @SarahTynanInternational This podcast is produced by Nikki Voxx from Quintessential Being.
Understanding frequency, the quantum and the multi-dimensional being that you are IS the way Sarah has been able to shift her clients into massive, sustainable success! In part one of a three part series, Sarah dives into how to sit in the seat of deliberate creation *whilst* navigating debilitating grief or emotional turmoil. It's the holding of both AND which will set you apart as a business owner who stays the same or scales to new heights. You'll also hear about: - how to understand the connection between your personal and business growth - why anchoring into higher realm timelines despite life's curveballs is imperative - how to get comfortable coexisting with two realties - Sarah's personal insights on quantum practices - how to let go of logic and trust your soul's calling... and so much more! Continue the conversation with Sarah here: Sarahtynan.co IG - @sarah.tynan.quantum.coach FB - @SarahTynanInternational This podcast is produced by Nikki Voxx from Quintessential Being.
The Awakening Hour: Expanding Consciousness for Unlimited Potential
Today's episode marks a significant step in our collective journey toward expanded consciousness. I've included a 40-minute guided visualization which is meticulously crafted to introduce you to your multi-dimensional self, a pivotal experience in understanding and nurturing your inner growth.Before we begin, it's imperative we address an important aspect of our practice - the cultivation of a longer attention span. In today's fast-paced environment, our attention is often fragmented, leading to a reduced capacity to focus deeply. This is primarily due to ingrained patterns of behavior and thinking that limit our attention span. However, extending this ability is crucial, not only for our daily lives but also for engaging meaningfully with longer, more complex guided visualizations like the one we are about to undertake.These extended sessions are integral to our practice. They contain intricate symbolism and subtle energies designed to interact with your subconscious mind and higher senses. The effectiveness of these elements is directly linked to the depth and duration of your engagement. Therefore, strengthening your attention span is not just beneficial; it's essential for unlocking the full potential of these experiences.For those who find longer sessions challenging, I have a resource designed to assist you, and I encourage you to explore my free digital course titled "100 Monkeys." You can find it on my website. This course focuses on overcoming ingrained patterning that shortens attention spans. Patterning can be thought of as mental habits formed through repeated thoughts or behaviors. These patterns often lead to automatic, reflexive actions or thoughts, detracting from our ability to maintain prolonged focus. By breaking down these mental habits, the "100 Monkeys" course helps cultivate a more robust and enduring attention span, enhancing your capacity to engage with deep, transformative visualizations.For today's journey, I invite you to find a quiet, comfortable space where you can immerse yourself fully in the experience. Remember, this guided visualization is more than just a listening exercise; it's a unique opportunity to explore and connect with the deeper aspects of your being. I encourage you to commit to this journey with openness and a willingness to expand beyond your usual boundaries.
Welcome to The Nonlinear Library, where we use Text-to-Speech software to convert the best writing from the Rationalist and EA communities into audio. This is: Estimating effective dimensionality of MNIST models, published by Arjun Panickssery on November 2, 2023 on LessWrong. The local learning coefficent λ is a measure of a model's "effective dimensionality" that captures its complexity (more background here ). Lau et al recently described a sampling method (SGLD) using noisy gradients to find a stochastic estimate ^ λ in a computationally tractable way (good explanation here ): I present results ( Github repo ) of the "Task Variability" project suggested on the DevInterp project list . To see how degeneracy scales with task difficulty and model class, I trained a fully-connected MLP and a CNN (both with ~120k parameters) on nine MNIST variants with different subsets of the labels (just the labels {0, 1}, then {0, 1, 2}, etc.). All models were trained to convergence using the same number of training data points. I implement Lau et al's algorithm on each of the trained models. The results below are averaged over three runs: The results for the full MNIST dataset are comparable to Lau et al's results while using models ten times smaller trained for ten times fewer epochs. The sampling method is finicky and sensitive to the hyperparameter choices of learning rate and noise factor. It will fail by producing negative or very high ^ λ values if the noise ϵ and the distance penalty γ (see lines 6 and 7 in the pseudocode above) isn't calibrated to the model's level of convergence. The results show a linear scaling law relating number of labels to task complexity. The CNN typically has a lower ^ λ than the MLP, which matches intuitions that some of the complexity is "stored" in the architecture because the convolutions apply a useful prior on functions good at solving image recognition tasks. Thanks for listening. To help us out with The Nonlinear Library or to learn more, please visit nonlinear.org
In this episode, Luis and Chetna talk about: Luis's journey of sharing more of himself in his work, claiming himself as a model, playing with make-up and being free Going from a stable and “successful” job at Kaiser to a queer-centric and indigenizing therapeutic practice Sharing himself authentically in room as a therapist with his clients Luis's journey of identifying as an indigenous person through the shame, taboo and grief The messages and stories in his family about what it means to be indigenous, the othering of indigenous people of Oaxaca while using aspects of their culture Bringing his background into therapy, the complex grief around identity and reclamation The universal practices of humming as nervous system regulation Bringing in Quitapenas or “worry dolls” as an offering in his therapy practice with relevant clients despite his initial doubts and fears of what's “ethical” or “valid” The lack of acknowledgement and co-opting of indigenous culture, art and practices, even with “evidence-based” modalities The intimate act of discovering ourselves, coming out as ourselves, being seen and allowing ourselves to not be seen Being ‘out of hiding” is a daily practice, and how “hiding” sometimes is for protection How Luis protects his inner child as he lives out and proud and freely authentic Find: Luis's websites: www.psychosocialtherapy.com, psychosocial.media Luis's Queer Magic Podcast: luis-cornejo.com/queermagicpodcast Luis on IG @luis_thee_lmft Chetna on IG @mosaiceye and the podcast @creationforliberation The podcast to watch on youtube Other offerings: Upcoming Events: Boundaries for Peace Support Group (mosaiceyeunfolding.com/communityevents) You Are Chosen: a free 5-day practice in choosing yourself and being divinely chosen Work 1:1 with Chetna for self-trust, creative reclamation and divine aligning (chetnamehta.co/sessions)
Check out my free video series about what's missing in AI and Neuroscience Support the show to get full episodes and join the Discord community. Alicia Juarrero is a philosopher and has been interested in complexity since before it was cool. In this episode, we discuss many of the topics and ideas in her new book, Context Changes Everything: How Constraints Create Coherence, which makes the thorough case that constraints should be given way more attention when trying to understand complex systems like brains and minds - how they're organized, how they operate, how they're formed and maintained, and so on. Modern science, thanks in large part to the success of physics, focuses on a single kind of causation - the kind involved when one billiard ball strikes another billiard ball. But that kind of causation neglects what Alicia argues are the most important features of complex systems the constraints that shape the dynamics and possibility spaces of systems. Much of Alicia's book describes the wide range of types of constraints we should be paying attention to, and how they interact and mutually influence each other. I highly recommend the book, and you may want to read it before, during, and after our conversation. That's partly because, if you're like me, the concepts she discusses still aren't comfortable to think about the way we're used to thinking about how things interact. Thinking across levels of organization turns out to be hard. You might also want her book handy because, hang on to your hats, we jump around a lot among those concepts. Context Changes everything comes about 25 years after her previous classic, Dynamics In Action, which we also discuss and which I also recommend if you want more of a primer to her newer more expansive work. Alicia's work touches on all things complex, from self-organizing systems like whirlpools, to ecologies, businesses, societies, and of course minds and brains. Book: Context Changes Everything: How Constraints Create Coherence 0:00 - Intro 3:37 - 25 years thinking about constraints 8:45 - Dynamics in Action and eliminativism 13:08 - Efficient and other kinds of causation 19:04 - Complexity via context independent and dependent constraints 25:53 - Enabling and limiting constraints 30:55 - Across scales 36:32 - Temporal constraints 42:58 - A constraint cookbook? 52:12 - Constraints in a mechanistic worldview 53:42 - How to explain using constraints 56:22 - Concepts and multiple realizabillity 59:00 - Kevin Mitchell question 1:08:07 - Mac Shine Question 1:19:07 - 4E 1:21:38 - Dimensionality across levels 1:27:26 - AI and constraints 1:33:08 - AI and life
Join me as I delve into the fascinating world of feeling tones (or vedanas) and their impact on our lives. With guests Mark Williams and Dr. Danny Penman, we explore how feeling tones shape our thoughts, emotions, and actions, leaving us with a profound question: Are we truly in control of our own experiences? Tune in to find out, but be prepared to questioning everything you thought you knew. Welcoming Mark Williams and Dr. Danny Penman, the minds behind significant advancements in the field of mindfulness and cognitive therapy. As a professor of Clinical Psychology at Oxford University, Mark has contributed immensely to developing mindfulness-based cognitive therapy. Accompanying him is his co-author, Dr. Danny Penman, a renowned meditation teacher and accomplished writer. Winner of the British Medical Association's Best Book Award in 2014, Danny has brought meditation and mindfulness into the limelight. Together, they're introducing their latest endeavor, 'Deeper Mindfulness,' a reflective, insightful guide aiming to help us navigate our complex emotions. In this episode, you will be able to: Discover the profound impact of mindfulness meditation on your mental health. Learn how to weave kindness and compassion into your daily mindfulness routine. Unearth methods for navigating trauma-centric mindfulness, setting a secure foothold for beginners in this practice. Delve into the fascinating transformation of meditation practices in Western society. Find out about the transformative eight-week program that will catapult your journey of cultivating mindfulness, as discussed in the book. Resources from this episode: Check out Mark Williams and Dr. Danny Penman's new book, Deeper Mindfulness, which explores feeling tones and provides practical exercises to deepen your mindfulness practice. Visit Komuso, a necklace that helps you reduce stress and increase focus. Use promo code Karagoodwin15 for a 15% discount. Explore the partners of the Meditation Conversation podcast on themeditationconversation.com for more resources and tools to support your spiritual revolution. Listen to episode 240 of The Meditation Conversation podcast where Kara Goodwin interviews Todd Steinberg, the founder of Komuso, for insights on calming the body and mind. Don't miss out on the practical insights and exercises in Mark Williams and Dr. Danny Penman's book, Deeper Mindfulness, to help you understand and navigate the feeling tones in your life. The key moments in this episode are: 00:00:13 - Introduction, 00:03:22 - The Significance of Feeling Tones, 00:07:57 - The Neuroscience of Feeling Tones, 00:12:20 - Dimensionality of Feeling Tones, 00:14:41 - Mindfulness Practices for Balancing Feeling Tones, 00:16:27 - Arguing and Bargaining with Pleasantness and Unpleasantness 00:17:48 - The Cultural Influence on Acceptance 00:18:57 - The Brain's Constant Action 00:20:31 - No Action Needed Right Now 00:24:37 - Living in an Accurate Simulation 00:32:45 - The Benefits of Downloads and Streamable Content, 00:33:56 - Trauma-Sensitive Mindfulness, 00:34:45 - Mind Wandering as a Gymnasium Equipment, 00:36:07 - Kindness and Compassion in Meditation, 00:37:24 - Program Options and Resources,
Unravel the mystery of dimensionality reduction in machine learning with this episode of 'The AI Frontier'. Dive into key techniques, including PCA, LDA, t-SNE, and autoencoders, exploring their benefits, applications, and factors to consider when choosing the right method. Perfect for aspiring data scientists, machine learning practitioners, or anyone interested in understanding high-dimensional data. Tune in and enhance your AI skill set as we navigate the complexities of dimensionality reduction techniques.Support the Show.Keep AI insights flowing – become a supporter of the show!Click the link for details
A conversation with artist Carroll Dunham. Dunham takes time to discuss the latest iteration of his iconic figurative work up through June 17th at Gladstone's 515 West 24th Street location in New York. The show features drawings of colorful, boldly drawn male and female forms intimately connecting within cubic spaces. In the conversation, I try to get to a better understanding of Dunham's philosophies and motivations.https://www.gladstonegallery.com/exhibition/11250/drawing/installation-viewshttps://www.gladstonegallery.com/artist/carroll-dunham/works
The essence of this session~ ENLIGHTENMENTCORE CALIBRATIONCenter to Enter Heartbeat + x o *Vertical Axis. Horizontal Axis. Polarity. Diagonals. DimensionsOrbit. Movement within the Field. Auric Range of MotionCOSMIC SYNCHRONIZATIONECLIPSE of the MOONSUN, EARTH & the MOON ALIGNEarth's shadow Eclipses the Full MoonLast Eclipse in the nodal Axis of Love & Power for 9 yearsFULL MOON. LUNAR ECLIPSE May 5th 11:34 am mountain time. Sun 14° Taurus opposite Moon 14° Scorpio. South Node Lunar Eclipse.North Node 4° Taurus opposite South Node 4° ScorpioPluto Retrograde 0° Aquarius square the Eclipse, the Nodes of the MoonPluto & Scorpio~ revealing what has been hidden. Reclaiming Power.Mercury Retrograde 8° Taurus conjunct North NodeSaturn 5° Pisces trine South Node. Dissolving outdated beliefs.Venus 27° Gemini square Neptune 26° Pisces. Values, Love, Consciousness & Dreams. SUN 14° Taurus. Fixed Air. Middle Spring in N. Hemisphere. Ruled by VenusSensory Perceptions & 3rd Dimensionality.Values, Appreciation, Love, Possessions, Money. Nature.EarthingLIVING IN RHYTHMCoronation. Crown Yourself. Investiture. InitiationAccession. Elevation. Culmination of Effort.Reclaim Power. Empowerment.Evolutionary Pathways Revealed through Eclipses, Pluto & the Moon.Riding Cosmic Waves.Harmonizing with Cycles & Seasons. Sun, Earth & Moon.Sista Sunday waxes philosophy in the art & science of Living in Rhythm through Cosmic Synchronization with the Sun, Moon and Elements, as well as Core Calibration of the mind, body and spirit for empowering herself and others to let their soul shine. It's a lifestyle!
Alex O'Connor—researcher and ML manager—on the latest trends of generative AI. Language and image models, prompt engineering, the latent space, fine-tuning, tokenization, textual inversion, adversarial attacks, and more. Alex O'Connor got his PhD in Computer Science from Trinity College, Dublin. He was a postdoctoral researcher and funded investigator for the ADAPT Centre for digital content, at both TCD and later DCU. In 2017, he joined Pivotus, a Fintech startup, as Director of Research. Alex has been Sr Manager for Data Science & Machine Learning at Autodesk for the past few years, leading a team that delivers machine learning for e-commerce, including personalization and natural language processing. Favorite quotes “None of these models can read.” “Art in the future may not be good, but it will be prompt.” Mastodon Books Machine Learning Systems Design by Chip Huyen Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow by Aurélien Géron Papers The Illustrated Transformer by Jay Alammar Attention Is All You Need by Google Brain Transformers: a Primer by Justin Seonyong Lee Links Alex in Mastodon ★ Training Dream Booth Multimodal Art on HuggingFace by @akhaliq NeurIPS arxiv.org: Where most papers get published Nono's Discord Suggestive Drawing: Nono's master's thesis Crungus is a fictional character from Stable Diffusion's latent space Machine learning models Stable Diffusion Arcane Style Stable Diffusion fine-tuned model ★ Imagen DALL-E CLIP GPT and ChatGPT BERT, ALBERT & RoBERTa Bloom word2vec Mupert.ai and Google's MusicLM t-SNE and UMAP: Dimensionality reduction techniques char-rnn Sites TensorFlow Hub HuggingFace Spaces ★ DreamBooth Jasper AI Midjourney Distill.pub ★ Concepts High-performance computing (HPC) Transformers and Attention Sequence transformers Quadratic growth Super resolution Recurrent neural networks (RNNs) Long short-term memory networks (LSTMs) Gated recurrent units (GRUs) Bayesian classifiers Machine translation Encoder-decoder Gradio Tokenization ★ Embeddings ★ Latent space The distributional hypothesis Textual inversion ★ Pretrained models Zero-shot learning Mercator projection People mentioned Ted Underwood UIUC Chip Huyen Aurélien Géron Chapters 00:00 · Introduction 00:40 · Machine learning 02:36 · Spam and scams 15:57 · Adversarial attacks 20:50 · Deep learning revolution 23:06 · Transformers 31:23 · Language models 37:09 · Zero-shot learning 42:16 · Prompt engineering 43:45 · Training costs and hardware 47:56 · Open contributions 51:26 · BERT and Stable Diffusion 54:42 · Tokenization 59:36 · Latent space 01:05:33 · Ethics 01:10:39 · Fine-tuning and pretrained models 01:18:43 · Textual inversion 01:22:46 · Dimensionality reduction 01:25:21 · Mission 01:27:34 · Advice for beginners 01:30:15 · Books and papers 01:34:17 · The lab notebook 01:44:57 · Thanks I'd love to hear from you. Submit a question about this or any previous episodes. Join the Discord community. Meet other curious minds. If you enjoy the show, would you please consider leaving a short review on Apple Podcasts/iTunes? It takes less than 60 seconds and really helps. Show notes, transcripts, and past episodes at gettingsimple.com/podcast. Thanks to Andrea Villalón Paredes for editing this interview. Sleep and A Loop to Kill For songs by Steve Combs under CC BY 4.0. Follow Nono Twitter.com/nonoesp Instagram.com/nonoesp Facebook.com/nonomartinezalonso YouTube.com/nonomartinezalonso
The MapScaping Podcast - GIS, Geospatial, Remote Sensing, earth observation and digital geography
When comparing multispectral and hyperspectral data it is not simply a case of “more data more better”! With hyperspectral you have “The curse of Dimensionality” but you also get more flexibility to pick exactly what bands you want to use! With multispectral you have less noise but you also have less data! This episode is designed to be a beginner's guide to the differences between hyperspectral and multispectral satellite data. You can reach out to Gordon Logie here: https://sparkgeo.com/blog/team/gordon/ Podcast episode with the CEO of Sentinel-Hub https://mapscaping.com/podcast/sentinel-hub/ Here are some courses that focused on hyperspectral and offer further training https://eo-college.org/courses/beyond-the-visible/ https://eo-college.org/courses/beyond-the-visible-imaging-spectroscopy-for-agricultural-applications/ https://www.enmap.org/events_education/hyperedu/
AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Bias, Weight, Activation Function, Convergence, and ReLU and explain how they relate to AI and why it's important to know about them. Show Notes: FREE Intro to CPMAI mini course CPMAI Training and Certification AI Glossary AI Glossary Series – Machine Learning, Algorithm, Model Glossary Series: Machine Learning Approaches: Supervised Learning, Unsupervised Learning, Reinforcement Learning Glossary Series: Dimension, Curse of Dimensionality, Dimensionality Reduction Glossary Series: Feature, Feature Engineering Glossary Series: (Artificial) Neural Networks, Node (Neuron), Layer Continue reading AI Today Podcast: AI Glossary Series – Bias, Weight, Activation Function, Convergence, and ReLU at AI & Data Today.
On this episode of the Sisters in Alchemy podcast, Jenna and Crystal expand into even more mystical conversation, all about the ancient wisdom of Lemuria. Lemuria was an ancient matriarchal civilization that was filled with peace and love, who saw each individual as equal and powerful in their own way, who lived in harmony with each other and the Earth, who connected deeply with each other, the land, the seas, the mountains. Ancient Lemurian existed at a time where the beings of Earth were not bound by the 3D bodies we currently know, instead they knew they were spiritual beings coming to Earth to live a 3D experience, with a larger purpose to aid in the ascension of consciousness on this planet. Do you feel particularly drawn to Lemurian society and ways of being? Both Jenna and Crystal know that they have lived a past life in Lemuria and would love to connect with their Lemurian sisters!The resources mentioned in this episode is linked here so that you can explore it further if you desire:The Women of Lemuria - Monika Muranyi with Dr. Amber WolfThe Tao of Mermaids - Kitty Bishop, Ph.D.If you desire to explore Crystal's artist magic further, check out the expansion of CDA and invest in one of her incredible paintings, journals, aura sprays, or reiki crystals on her website or IG page.If you desire to explore Jenna's magic further, check out her website or IG page where she shares her current offers for self-led powerful women to work with her including 1:1 Liberate Mentorship and small group/individual programs.Her new program, Believe - The Reclamation Project, starts in late April and you can join now at the pre-sale price of $222.
We gaan het in deze aflevering hebben over humor. Want waarom ziet de een overal de lol van in en neemt niets serieus, en is te ander nooit tot een lach te bewegen? Waarom hebben mensen verschillende humorstijlen en waar bestaan deze uit? En is lachen écht gezond? Je hoort het in deze aflevering!Ook leuk: je kunt ons ook volgen op Instagram of TikTok! Lees, kijk en luistertips
Support the show to get full episodes and join the Discord community. Check out my free video series about what's missing in AI and Neuroscience Earl Miller runs the Miller Lab at MIT, where he studies how our brains carry out our executive functions, like working memory, attention, and decision-making. In particular he is interested in the role of the prefrontal cortex and how it coordinates with other brain areas to carry out these functions. During this episode, we talk broadly about how neuroscience has changed during Earl's career, and how his own thoughts have changed. One thing we focus on is the increasing appreciation of brain oscillations for our cognition. Recently on BI we've discussed oscillations quite a bit. In episode 153, Carolyn Dicey-Jennings discussed her philosophical ideas relating attention to the notion of the self, and she leans a lot on Earl's research to make that argument. In episode 160, Ole Jensen discussed his work in humans showing that low frequency oscillations exert a top-down control on incoming sensory stimuli, and this is directly in agreement with Earl's work over many years in nonhuman primates. So we continue that discussion relating low-frequency oscillations to executive control. We also discuss a new concept Earl has developed called spatial computing, which is an account of how brain oscillations can dictate where in various brain areas neural activity be on or off, and hence contribute or not to ongoing mental function. We also discuss working memory in particular, and a host of related topics. Miller lab. Twitter: @MillerLabMIT. Related papers: An integrative theory of prefrontal cortex function. Annual Review of Neuroscience. Working Memory Is Complex and Dynamic, Like Your Thoughts. Traveling waves in the prefrontal cortex during working memory. 0:00 - Intro 6:22 - Evolution of Earl's thinking 14:58 - Role of the prefrontal cortex 25:21 - Spatial computing 32:51 - Homunculus problem 35:34 - Self 37:40 - Dimensionality and thought 46:13 - Reductionism 47:38 - Working memory and capacity 1:01:45 - Capacity as a principle 1:05:44 - Silent synapses 1:10:16 - Subspaces in dynamics
Listen to the sound of the future as we talk to a boundary-pushing young doctor-to-be for whom inclusive healthcare from the heart and integrating spirit and science is a must. Committed to the collective freedom of humanity, Sam Oomen-Lochtefeld is an LGBTQ+ advocate insistent on eradicating stigma and inequity throughout healthcare. This commitment highlights how our future generation is promoting the vibrational and evolutionary shift currently underway. Like Inanna, with her emphasis on perpetual becoming, Sam Oomen-Lochtefeld embraces multidimensionality and the refusal to be bound. Host Seana Zelazo is a psychotherapist and the author of the bestselling book The Way of Inanna: A Heroine's Guide to Living Unapologetically available from booksellers worldwide and at https://amzn.to/3dUelO5 https://www.seanazelazo.com Sam Oomen-Lochtefeld is a multimedia artist and medical student at Tufts University Medical School. Say “Alexa or Okay Google play Sacred Stories podcast” or subscribe to podcast at https://sacredstories.libsyn.com/
AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Dimension, Curse of Dimensionality, Dimensionality Reduction, and explain how they relate to AI and why it's important to know about them. Show Notes: FREE Intro to CPMAI mini course CPMAI Training and Certification AI Glossary Glossary Series: Artificial Intelligence AI Glossary Series – Machine Learning, Algorithm, Model Glossary Series: Prediction, Inference, and Generalization Glossary Series: Machine Learning Approaches: Supervised Learning, Unsupervised Learning, Reinforcement Learning Continue reading AI Today Podcast: AI Glossary Series – Dimension, Curse of Dimensionality, Dimensionality Reduction at AI & Data Today.
Celebrate the courage to explore, learn and grow with empathy, as TCKs show us how to thrive with multiple dimensions of belonging."The biggest tool in our tool bag is something that we're good at, but we need to focus on more so that we can use it to our advantage, and that would be empathy. So being very open, one thing I find, and I found this to myself, and I have to work on it every day, is we are so multicultural. Right. We do all the things, we've been all the places, we think we got it right. But there's so much..." Doni AldineDoni Aldine is a globally mobile, Afro Latina and first generation North American who is passionate about creating community for cross cultural populations. She is the editor and founder of Culturs magazine and a TCK scholar who speaks around the globe on the subject.Doni Aldine was born in New York City and at two weeks old, she started her international travel. Growing up in seven different cultures on five continents, she developed an immense appreciation for cultural diversity. She became a TCK scholar and Editor-in-Chief of Culturs magazine, which celebrates 21st century cultural diversity. Doni taught her students to break their lenses and think outside of themselves, and she emphasizes the importance of having the courage to learn about different cultures and empathy to understand them. Through her own experience, Doni has learned that we all have the power to choose who we are and to embrace all of who we are.In this episode, you will learn the following:1. How TCKs Develop Empathy Through Cross-Cultural Experiences2. Exploring the Dimensionality of TCKs and Their Families3. Understanding the Benefits and Challenges of Being a TCK in the 21st Century.Resources:https://www.cultursmag.com/Other episodes you'll enjoy:EPS 122EPS 119EPS 112Connect with me: Instagram: https://www.instagram.com/aworldof.difference/Facebook: https://www.facebook.com/A-World-of-Difference-613933132591673/YouTube: https://www.youtube.com/@aworldofdifferenceTwitter: https://www.twitter.com/@awodpodLinkedIn: https://www.linkedin.com/company/aworldofdifference/Website: https://www.aworldofdifferencepodcast.comLoved this episode? Leave us a review and rating here: https://www.podpage.com/dashboard/a-world-of-difference/reviews/Chapter Summaries:[00:00:02]The Aworld of Difference is a podcast for those who are different and want to make a difference. This week Lori Adams Brown talks about her new job in Silicon Valley. Change means the good, the bad and the I don't want to talk about it.[00:00:48]Doni Aldine identifies as a Third Culture kid, a TCK, because of her experiences growing up in multiple cultures. She's passionate about creating community for cross cultural populations. She brings a nuanced conversation around the beautiful aspects of Black history.[00:06:34]It's hard sometimes to help monoculturals understand. I focus on dimensionality, something that I realize about being a TCK because everyone's t cknus is very different. The biggest tool in our tool bag is something we're good at, but we need to focus on more. That would be...
Dimensionality reduction is a commonly asked about topic in Data Science Interviews. We'll go over the high-level reasons for using dimensionality reduction techniques as well as go into detail on PCA. ----------------------------------------------------------- If you enjoy our podcast, please consider becoming a premium member on either Patreon ($5 donation) or Spotify ($2.99 donation). Your donation goes directly to supporting this channel and the human labor that goes into each of these episodes. For each episode, we do research and fact-check our content to make sure that you get the best information possible, even on cutting edge topics. Become a Paid Subscriber: https://podcasters.spotify.com/pod/show/data-science-interview/subscribe Becoming a premium member also gives you access to our locked episodes, which include helpful content such as: - NLP - Deep Learning - Recurrent Neural Networks - Imbalanced Data - The Bias-Variance Tradeoff - Transformers in NLP - Self-Attention in NLP - Distributions - Statistics - A/B Testing - ROC-AUC .... and so much more!
#084 Welcome to Episode #084 of Way of the Bible podcast. This is our fourth of eight episodes in our eleventh mini-series entitled, Mystery of Christ | Galatians to 2 Thessalonians. On this episode, Jesus Beyond Dimensionality, we're going to overview the book of Colossians which many have noted as the most Christ-centered book in the Bible. In this overview we're going to see the Supremacy of Christ, our Submission to Christ, and discover more insight into the Mystery of Christ. Colossians is one of Paul's four prison epistles written while he was under house arrest in Rome. The other three being Ephesians, Philippians, and Philemon. It was likely written between 60-61 AD. Colossae was a minor city about a hundred miles east of Ephesus and about a mile from Laodicea. What makes that significant is Laodicea is the last of the seven churches in the area Jesus dictated his own epistles to in Revelation 1-3. It is not thought that Colossae exerted any significant influence on early church history, so why the letter? Many scholars believe Paul was arguing against the teaching of Gnosticism, a Christian heresy that didn't really become widely recognized until the second and third centuries. Others see Paul arguing against influences by several streams of thought including Hellenistic Greek speculation, Jewish legalism, and Oriental mysticism. But to tell you the truth, you get no sense of either of these scholarly arguments being mentioned by Paul in the text for the occasion of the letter.Paul hammers home in this letter to the church at Colossae the preeminence and sufficiency of Christ in all things, and the implications of a believer's union with Christ. Jesus Christ is the creator and Lord of the cosmos and we have been hidden in him until he returns. THIS IS HUGE!!!! I can't describe to you how much I've grown in grace preparing for and recording these podcast episodes. When I finished prepping and recording the Ephesians and Philippians episodes my mind reached it's limit as I tried to comprehend all that we have in Christ. I can honestly say while studying out Colossians I discovered how to go beyond the limits of my own mind. It was something Paul mentioned back in 1 Corinthians 2:16 – But we have the mind of Christ. Our own minds simply could not contain it all but the Holy Spirit within is our hardwire to the mind of Christ. To God be the glory through Jesus Christ our Lord.PUSH Play and Enjoy the lesson.ShowNotes: https://www.wayofthebible.com/resources
Support the show to get full episodes and join the Discord community. Anne Collins runs her Computational Cognitive Neuroscience Lab at the University of California, Berkley One of the things she's been working on for years is how our working memory plays a role in learning as well, and specifically how working memory and reinforcement learning interact to affect how we learn, depending on the nature of what we're trying to learn. We discuss that interaction specifically. We also discuss more broadly how segregated and how overlapping and interacting our cognitive functions are, what that implies about our natural tendency to think in dichotomies - like MF vs MB-RL, system-1 vs system-2, etc., and we dive into plenty other subjects, like how to possibly incorporate these ideas into AI. Computational Cognitive Neuroscience Lab.Twitter: @ccnlab or @Anne_On_Tw.Related papers:How Working Memory and Reinforcement Learning Are Intertwined: A Cognitive, Neural, and Computational Perspective. Beyond simple dichotomies in reinforcement learning.The Role of Executive Function in Shaping Reinforcement Learning.What do reinforcement learning models measure? Interpreting model parameters in cognition and neuroscience. 0:00 - Intro 5:25 - Dimensionality of learning 11:19 - Modularity of function and computations 16:51 - Is working memory a thing? 19:33 - Model-free model-based dichotomy 30:40 - Working memory and RL 44:43 - How working memory and RL interact 50:50 - Working memory and attention 59:37 - Computations vs. implementations 1:03:25 - Interpreting results 1:08:00 - Working memory and AI
Welcome to The Nonlinear Library, where we use Text-to-Speech software to convert the best writing from the Rationalist and EA communities into audio. This is: Proposal: Consider not using distance-direction-dimension words in abstract discussions, published by moridinamael on August 9, 2022 on LessWrong. Epistemic Status: Less Wrong Classic™, a bold and weird proposal to possibly improve your rationality a little bit, maybe. Overview It is common to use words and phrases implying distance, directionality, and dimension when discussing ideas and concepts that do not inherently possess these properties. This usually doesn't help and often actively harms our ability to communicate and reason correctly. I am running an experiment to see the effect it has on my thinking and speaking habits. Rationale We implicitly translate a thought from its natural form as a clean, clear, distinct concept into a spatial/continuum metaphor all the time, casually and without regard. A mathematician would not try to pull a mathematical object with a thousand dimensions, half of which are binary or non-Euclidean dimensions, into a two-dimensional projection without carefully thinking about the implications of doing so, but we do the equivalent of this all the time, casually and without regard for subtle consequences. When you mentally impose dimension/distance/direction onto an idea, you risk bringing it into the part of your mind where you are allowed to freely leverage spatial metaphors when thinking about the idea. You will likely have no awareness of all the ways in which you are abusing these spatial/geometric metaphors, because humans are not really smart enough to keep track of all the implications of our casually asserted metaphors. I think that even genius-level humans can be extremely blind to the damage that's done when they implicitly translate a thought from its natural form as a clean, clear, distinct concept into a spatial/continuum metaphor. I think there's a reason we like to compress things to one or two dimensions and use spatial metaphors. The Curse of Dimensionality applies to humans as well as machines. The way we deal with it is by squinting until all but a couple of the dimensions go away and then reasoning as if only a couple of dimensions exist. Perhaps this is not very generous to humans, but I don't think it's too far off the mark. We come with pre-built circuitry for reasoning in three or fewer dimensions, so it's not surprising that we want to compress things. It makes sense to use "continuum" language iff what you're talking about has natural and clear continuum properties. "Is this paint color 'more red' than that paint color?" Otherwise you are, at best, muddying up your thoughts and communication for no gain, and often actively damaging things. Examples Non-political examples include the following: Referring to two ideas as being "distant" or "far apart," or "close" or "nearby," or some analogous phrase. Perhaps you feel like sparrows are closer to finches, eagles are distant from pigeons, but not as distant and penguins are from ostriches. In other words, you're trying to use the language of spatial relationships to describe your mental model of what a similarity cluster looks like. The real problem, though, is that birdiness is not really something that lends itself to intuitions of a spatial continuum. Certain individual dimensions of birdiness, such as "can it fly?" are almost perfectly binary, and thus not really dimensions at all in the spatial sense. Your spatial intuitions will lead you astray if you actually put any weight on your metaphor - so, of what use is the metaphor? Referring to two positions, claims, proposals, or policies as being "orthogonal." What is being gestured at here is the idea that there is no "intersection" (another geometry word!) between the ideas; that there is no relative relevance between the ideas; that the implications of Idea 1 have no bearing on Idea 2. This is usually not t...
PT 2–UFOS, Dieties, 5 MEO-DMT, Devas, Psychic Powers, Multi-Dimensionality, Dhamma and Consciousness 6.8.21 Alan Clements “Extinction X-rated” —Series # 51 In so far as the doctrine of nibbāna is concerned, the Buddha has taught us that nibbāna is a state which is the natural and inevitable result of the extinction of cravings. Among the forms of craving that must be rooted out, is the longing for continued separate existence in this life and hereafter. http://www.AlanClements.com / Books On Amazon Worldwide https://www.amazon.com/dp/1953508227 Free shipping worldwide Book Depository. https://www.bookdepository.com/Extinction-X-rated-Alan-E-Clements/9781953508201?fbclid=IwAR0eF8TeYKHGe-eZV1v5-w7w8I8XhUuCmxmUTN2jybgjbCb85TOqLmzzriA
PT 3 & FINAL—UFOS, Dieties, 5 MEO-DMT, Devas, Psychic Powers, Multi-Dimensionality, Dhamma and Consciousness 6.9.21 Alan Clements “Extinction X-rated” —Series # 52 In so far as the doctrine of nibbāna is concerned, the Buddha has taught us that nibbāna is a state which is the natural and inevitable result of the extinction of cravings. Among the forms of craving that must be rooted out, is the longing for continued separate existence in this life and hereafter. http://www.AlanClements.com / Books On Amazon Worldwide https://www.amazon.com/dp/1953508227 Free shipping worldwide Book Depository. https://www.bookdepository.com/Extinction-X-rated-Alan-E-Clements/9781953508201?fbclid=IwAR31qcY-fv9AlfM0qWsy8LXW4fQb1wgsq_j8ZFnvkAHVixxjQjpMms4d2U8
UFOS, Dieties, 5 MEO-DMT, Devas, Psychic Powers, Multi-Dimensionality, Dhamma and Consciousness 6.7.21 Alan Clements “Extinction X-rated” —Series # 50 In so far as the doctrine of nibbāna is concerned, the Buddha has taught us that nibbāna is a state which is the natural and inevitable result of the extinction of cravings. Among the forms of craving that must be rooted out, is the longing for continued separate existence in this life and hereafter. http://www.AlanClements.com / Books On Amazon Worldwide https://www.amazon.com/dp/1953508227 Free shipping worldwide Book Depository. https://www.bookdepository.com/Extinction-X-rated-Alan-E-Clements/9781953508201?fbclid=IwAR1Dq0HL7_wlfrzxWH7HEz4pzfguk3r2TRV8Mx4W-1f99mKyMwX5Bx9SkoI
“Observability is a technique for ensuring that you can understand novel problems in your system. Can you understand what's happening in your system and why, without having to push a new code by slicing and dicing existing telemetry signals that are coming out of your system?" Liz Fong-Jones is the co-author of the “Observability Engineering” book and a Principal Developer Advocate for SRE and Observability at Honeycomb. In this episode, Liz shared in-depth about observability and why it is becoming an important practice in the industry nowadays. Liz started by explaining the fundamentals of observability and how it differs from traditional monitoring. She explained some important concepts, such as the core analysis loop, cardinality and dimensionality, and doing debugging from a first principle. Later, Liz shared the current state of observability and how we can improve our observability by doing observability driven development and improving our practices based on the proposed observability maturity model found in the book. Listen out for: Career Journey - [00:05:44] Observability - [00:06:30] Pillars of Observability - [00:09:57] Monitoring and SLO - [00:12:28] Core Analysis Loop - [00:15:06] Cardinality and Dimensionality - [00:18:41] Debugging from First Principle - [00:21:20] Current State of Observability - [00:26:49] Implementing Observability - [00:30:20] Observability Driven Development - [00:36:53] Having Developers On-Call - [00:39:06] Observability Maturity Model - [00:41:59] 3 Tech Lead Wisdom - [00:44:10] _____ Liz Fong-Jones's Bio Liz is a developer advocate, labor and ethics organizer, and Site Reliability Engineer (SRE) with 17+ years of experience. She is an advocate at Honeycomb for the SRE and Observability communities, and previously was an SRE working on products ranging from the Google Cloud Load Balancer to Google Flights. She lives in Vancouver, BC with her wife Elly, partners, and a Samoyed/Golden Retriever mix, and in Sydney, NSW. She plays classical piano, leads an EVE Online alliance, and advocates for transgender rights. Follow Liz: Twitter – @lizthegrey LinkedIn – https://www.linkedin.com/in/efong/ Website – https://www.lizthegrey.com/ GitHub – https://github.com/lizthegrey Our Sponsor Today's episode is proudly sponsored by Skills Matter, the global community and events platform for software professionals. Skills Matter is an easier way for technologists to grow their careers by connecting you and your peers with the best-in-class tech industry experts and communities. You get on-demand access to their latest content, thought leadership insights as well as the exciting schedule of tech events running across all time zones. Head on over to skillsmatter.com to become part of the tech community that matters most to you - it's free to join and easy to keep up with the latest tech trends. Like this episode? Subscribe on your favorite podcast app and submit your feedback. Follow @techleadjournal on LinkedIn, Twitter, and Instagram. Pledge your support by becoming a patron. For more info about the episode (including quotes and transcript), visit techleadjournal.dev/episodes/88.
Welcome back to Neurotech Pub!This episode is part two of a two part series on optical methods for recording and stimulating neural activity. Our guests on this episode are Elizabeth Hillman, PhD, Mark Schnitzer, PhD, and Jacob Robinson, PhD. Last time we talked about optical recording methods, but in this episode we focus on optical stimulation methods. Cheers!Check out video and full transcript here: https://www.paradromics.com/podcast/episode-12-mind-control-with-lasers00:00 | Intro1:37 | Aspirational Papers1:56 | Packer Lab 2:10 | What is the claustrum?2:30 | Ian's paper (but only part of it!)3:02 | Two-Photon Bidirectional Control and Imaging In Vivo3:29 | Inferring Spikes from Calcium Imaging5:45 | Neuropixels are now in humans7:12 | Paper by Pachitariu et al 7:55 | Ian Oldenburg10:02 | Kaufman Lab11:21 | Cortical activity in the null space: permitting preparation without movement12:08 | Motor cortical dynamics shaped by multiple distinct subspaces during naturalistic behavior12:33 | Tickling Cells with Light14:41 | Light-activated ion channels for remote control of neuronal firing14:50 | Remote Control of Behavior through Genetically Targeted Photostimulation of Neurons15:20 | Millisecond-timescale, genetically targeted optical control of neural activity16:03 | Red-shifted Opsins16:52 | eNpHR: a Natronomonas halorhodopsin enhanced for optogenetic applications17:26 | Genetically Targeted Optical Control of an Endogenous G Protein-Coupled Receptor18:16 | Neural Dust18:41 | Wireless magnetothermal deep brain stimulation19:05 | Neural Stimulation Through Ultrasound19:20 | Methods and Modalities: Sculpting Light21:35 | Recent advances in patterned photostimulation for optogenetics22:50 | Two-photon microscopy is now over 30 years old (Denk 1990)25:22 | Optical Recording State of the Art27:06 | Challenges of Deep Tissue 2-Photon Imaging28:21 | Deisseroth Lab28:29 | Temporal Precision of Optical Stimulation29:09 | Simultaneous all-optical manipulation and recording 30:40 | Targeted Ablation in Somatosensory Cortex 33:29 | Commercially Available Fast Opsins34:41 | Recent paper from Deisseroth Lab41:17 | Cortical layer–specific critical dynamics triggering perception42:21 | The Utah Array from Blackrock Neurotech44:52 | Principles of Corticocortical Communication50:43 | The Cost of Cortical Computation51:27 | Behaviour-dependent recruitment of long-range projection neurons in somatosensory cortex (2013) | Spatiotemporal convergence and divergence in the rat S1 "barrel" cortex (1987) | Diverse tuning underlies sparse activity in layer 2/3 vibrissal cortex of awake mice (2019) 52:56 | Gollisch and Meister 200853:22 | Spike Timing-Dependent Plasticity (STDP)1:05:09 | Neurotech Pub Episode 11 - Let There Be Light1:05:20 | Forecasting the Future1:05:41 | Temporally precise single-cell-resolution optogenetics1:06:16 | Large Scale Ca++ Recordings from Vaziri Lab1:07:11 | Cohen Lab1:07:19 | All Optical Electrophysiology 1:14:19 | Emiliani et al 20151:16:33 | All-Optical Interrogation of Neural Circuits1:16:53 | Mice Strains @ Jackson Lab1:17:00 | The Allen Institute1:20:39 | Neuroscience and Engineering Collaborations1:18:39 | Nicolas Pegard1:18:47 | Adesnik Lab1:24:41 | Shenoy, Sahani, and Churchland 20131:24:52 | Dimensionality reduction for large-scale neural recordings1:25:17 | Matlab: Understanding Kalman Filters1:25:58 | Two-photon excitation microscopy1:26:37 | Emiliani Lab Holography course1:26:57 | Optics by Eugene Hecht1:28:05 | Intro to Optics Course1:29:41 | What the Heck Is a Claustrum?1:33:53 | Cortical activity in the null space: permitting preparation without movement1:34:33 | Neural Manifolds and Learning1:35:19 | Locked-in Syndrome1:36:58 | Sabatini Lab1:37:07 | Probing and regulating dysfunctional circuits using DBS1:39:36 | Sliman Bensmaia | Nicho Hatsopoulos1:39:43 | The science and engineering behind sensitized brain-controlled bionic hands1:41:20 | Michael Long's singing rodents1:42:12 | Engram1:43:06 | Chang Lab1:43:19 | Tim Gardner | Michale FeeWant more? Follow Paradromics & Neurotech Pub on Twitter Follow Matt A, Ian, Adam, & Matt K on Twitter
Inherited from his father, Jorge Plasencia's entrepreneurial spirit is affirmed through his creative marketing agency, Republica Havas. There, Plasencia echoes the multicultural makeup of Miami, where Republica Havas is based, while spotlighting the unique perspective of the American Latino. Because he knows that if you're not investing in the Latino community today, you're likely be obsolete in 20 years.
Announcement: I'm releasing my Neuro-AI course April 10-13, after which it will be closed for some time. Learn more here. Support the show to get full episodes and join the Discord community. Ila discusses her theoretical neuroscience work suggesting how our memories are formed within the cognitive maps we use to navigate the world and navigate our thoughts. The main idea is that grid cell networks in the entorhinal cortex internally generate a structured scaffold, which gets sent to the hippocampus. Neurons in the hippocampus, like the well-known place cells, receive that scaffolding and also receive external signals from the neocortex- signals about what's happening in the world and in our thoughts. Thus, the place cells act to "pin" what's happening in our neocortex to the scaffold, forming a memory. We also discuss her background as a physicist and her approach as a "neurophysicist", and a review she's publishing all about the many brain areas and cognitive functions being explained as attractor landscapes within a dynamical systems framework. The Fiete Lab.Related papersA structured scaffold underlies activity in the hippocampus.Attractor and integrator networks in the brain. 0:00 - Intro 3:36 - "Neurophysicist" 9:30 - Bottom-up vs. top-down 15:57 - Tool scavenging 18:21 - Cognitive maps and hippocampus 22:40 - Hopfield networks 27:56 - Internal scaffold 38:42 - Place cells 43:44 - Grid cells 54:22 - Grid cells encoding place cells 59:39 - Scaffold model: stacked hopfield networks 1:05:39 - Attractor landscapes 1:09:22 - Landscapes across scales 1:12:27 - Dimensionality of landscapes
The episode kicks off with Housewives Hot Pop! Then Crystal & Bryan hit the Pop Roster with an update on Chrishelle Stause & Jason Oppenheim. Next up, is Facebook losing members? Kim K & Kanye divorce drama comes next and then some baby news with Rhianna. Rounding out the episode is a discussion on Whoopi Goldberg's "The Vie" suspension and final Pop Roster topic, a "90 Day Fiance" is facing up to 18 years in prison! Fan-favorite segment Metaphysical Corner delves into all things Dimensions, Universes, and Portals!Dimensions of Light Video: https://www.youtube.com/watch?v=NLGE-loQEq0&t=204sSpirit Pop! is on YouTube! https://www.youtube.com/channel/UCSrQREs0eKbRklkhydYh_wgSpirit Pop Clips Channel: https://www.youtube.com/channel/UCAbW19_UhnJVWIcKADdLN3wKeep up with Spirit Pop! on Instagram! https://instagram.com/spiritpoppodcast/Join our podcast Facebook Group: https://www.facebook.com/groups/spiritpop/Follow our Facebook Page: https://www.facebook.com/profile.php?id=100075700914684
Howdy partners, Jordan Vezeau here, welcoming you to another magical episode of Divulgence! In this twentieth episode (20 down baby!), due to the masses of popular demand, I happily welcome back to the show my special friend Aurora, who assists me in creating some Akashik Records of our own! Aurora is a galactic-flavoured walk-in who, while on Earth, wears many impressive hats, such as teacher, artist, clothing/fashion designer, and musician. She is also known for her famous ‘Flying Rainbow Lasagne' concept, a focus of much of her works and teachings in general. We go deep on learning what it is to be human, covering all sorts of fun topics, such as time maps and dimensionality, soul contracts, cosmic truth, law and justice, using your mind to reach across time and space, chakra and energy center systems, the true importance of reading, magical communities, star seeds, the notion that we are all built and neuro-wired differently, Harrison Bergeron and José Argüelles, telepathic care packages and telempathy, the commodification of time, transhumanism and human augmentation, our personal missions of beingness, reading the musical score of time and life, E.T. 101 The Cosmic Instruction Manual, and the true mind capabilities beyond the imposed language structures. Aurora shares her amazingly beautiful art with us, including some of her latest pieces, and explains her incredible process of starting a DIY art project, taking it to the max extreme (with unique paint mixing and chemistry), and turning it into a wonderful experience with a gorgeous masterpiece of colour and impeccable quality as a final product. She uses her work to explain the significance of all the accumulated time and effort that goes into creating one single thing, whatever that thing may be. She also speaks on the language of art, how time is self-aware and intelligent, making clothing with the cosmos and her clothing production process, how your job could and should be your joy, what she aims to communicate with her works and creations, and being an entrepreneur of physicality! In addition to her insanely awesome art, Aurora also shows us that illiteracy is equal to blindness, the non-linear way of looking at life, how humans are leveling up, and how we are moving from this old paradigm to a brand new one, so pay attention! It is always a great pleasure having Aurora on the show, and this episode is another example of just why that is – so please enjoy! *Being a brand-new podcast, all support is appreciated. PLEASE subscribe and ‘thumbs up' on any platforms where Divulgence is available. Please also 5-star rate me on Spotify, Apple and anywhere else audio podcasts are found! Rock on and be well. *Resources: DIVULGENCEBITCHUTE - https://www.bitchute.com/channel/8QsxZf1nxO0C/ODYSEE - https://odysee.com/@Divulgencepod:0YOUTUBE - https://www.youtube.com/channel/UCStiGMkq3vDyOU6AW6DyvMgRUMBLE - https://rumble.com/user/DivulgenceTWITTER - @divulgencepodPodcast audio available on all major platforms, including Spotify, Apple, Amazon, Stitcher, Pandora. For bookings or promotions, please message on Twitter. AURORA & The Flying Rainbow Lasagnehttps://flyingrainbowlasagne.comhttps://www.patreon.com/flyingrainbowlasagne info@flyingrainbowlasagne.com https://www.youtube.com/user/FlyingRainbowLasagneTwitter - @FlyingLasagne
Join us while we drink Curse of Dimensionality by Spyglass Brewing and S'mores Fluffernutter by Foundation Brewing. We talk beer and get tangential as always but also talk about Slaxx and Psycho Goreman. See acast.com/privacy for privacy and opt-out information.
In this episode:Mike and Ed discuss the definition of an alien invasion - does an attack from another dimension count? They also explore the limits of Ant-Man's powers (Can he control wasps? How about polar bears?), and why he was involved in the inter-dimensional scientific kidnapping.In this issue:Henry Pym drops by his friend Paul's place, but the door is locked. And so he shrinks to the size of an ant, breaks in, and confirms that Paul is indeed not home. The news that evening carries the story that another eminent scientist has disappeared, to the bewilderment of the authorities. Pym decides to investigate, as Ant-Man. Before he can do that, he is ambushed and kidnapped. Which makes sense, given that Henry Pym is an eminent scientist. Pym's kidnapper takes him to another dimension ruled by the tyrant Kulla, who has been kidnapping Earth's best scientists so that they can build a death ray for them. (Note: If they can master inter-dimensional travel, why do they need help with a death ray? A question for another time.) Pym changes into his Ant-Man costume and shrinks down, whereupon he finds out that he can control the minds of inter-dimensional insects, whom he . That's handy, as he figures out how to defeat Kulla with the help of these insects . Pym and the other scientists then return home.Assumed before the next episode:The public is wrestling with the notion of inter-dimensional travel and the threat it may pose.This episode takes place:After Henry Pym and his fellow eminent scientists return from Kulla's dimension. This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit www.superserious616.com
Welcome back to Neurotech Pub!In this episode, host and Paradromics CEO, Matt Angle, discusses the science of olfaction with Andreas Schaefer, Gabe Lavella, and Dima Rinberg. Gabe and Dima also unveil their new startup, Canaery, which uses BCI-enhanced animals to digitize the olfactory world. Check out full video with transcript here: https://www.paradromics.com/podcast/neurotech-pub-episode-6-cyborgs-that-smell00:10 | Guest Introductions00:43 | What They Wanted to Be When They Were 8 Years Old09:21 | What You Don't Know About Olfaction That You Should 16:17 | Dimensionality in Olfactory Space22:26 | Architecture of the Olfactory System31:24 | Natural and Artificial Olfaction38:19 | State of the Art of Olfaction Neural Recording Modalities46:21 | Engineered Olfactory Receptors51:32 | Implications of High Data-Rate Olfactory BCI1:06:19 | Olfaction ResourcesWant more? Follow Paradromics & Neurotech Pub on Twitter Follow Matt A Andreas Schaefer and Dima Rinberg on Twitter
Welcome back to Neurotech Pub!In this episode, Vikash Gilja reprises his role as Vikash Gilja. We are also joined by Konrad Kording, Chethan Pandarinath, and Carsen Stringer. We talk about how dimensionality reduction is used to better understand large scale neural recordings. This episode is fairly technical, but it contains many great references if you are interested in learning more. We open with a brief explainer video by Paradromics' own Aditya Singh.Check out full video with transcript here: https://www.paradromics.com/podcast/neurotech-pub-episode-4-trading-spaces-dimensionality-reduction-for-neural-recordings00:40 | Dimensionality Intro04:42 | Podcast Start07:50 | Janelia Research Campus08:56 | Translational Neuroengineering Lab09:35 | Stanford Neural Prosthetics Translational Lab10:10 | Shenoy Lab12:00 | Deep Brain Stimulation12:57 | Chethan's work on retinal prosthetics15:00 | Immunology15:20 | Jonathan Ruben15:30 | Byron Yu15:41 | Gatsby Computational Neuroscience Unit18:00 | Joshua Tenenbaum18:30 | Kording Lab at UPenn18:46 | Neuromatch Academy19:47 | Neuromatch Academy Q&A21:21 | Dimensionality reduction for neural recordings26:22 | The Curse of Dimensionality30:11 | Principal Component Analysis32:20 | Neural Firing as a Poisson Process33:13 | Shared Variance Component Analysis35:18 | Cross validation in large scale recording38:29 | A theory of multineuronal dimensionality39:10 | Random projections explained with visuals42:24 | Correcting a reductionist bias48:30 | Noise Correlations49:35 | More on Noise Correlations57:40 | LFADS01:01:51 | What is a stationary process?01:06:02 | Inferring single-trial neural population dynamics01:06:46 | Task Specificity01:07:28 | Lee Miller01:08:18 | “I don't know, I might be wrong”01:13:16 | Neural Constraints on Learning01:15:00 | A recent exciting paper from Yu and Batista Labs01:19:01 | Hume on CausationWant more? Follow Paradromics & Neurotech Pub on Twitter Follow Matt A, Konrad Kording, Chethan Pandarinath, and Carsen Stringer on Twitter.