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#12 Dr Tony Zador NeuroAI Expert - “How to Model the Human Brain and Build Brain Based AI”

#12 Dr Tony Zador NeuroAI Expert - “How to Model the Human Brain and Build Brain Based AI”

Giants Shoulder vor 1 Jahr

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2:10:05

Dr. Tony Zador is a neuroscientist at Cold Spring Harbor
Laboratory, known for pioneering work on the connectome and
computational neuroscience.In this episode, we dive into one of
the most urgent frontiers of science — the intersection of
neuroscience and artificial intelligence. As AI races ahead, what
can the brain teach us about building better machines? And could
the secrets of our neural circuits unlock the next revolution in
AI?Expect to learn why our current understanding of the brain
might be as limited as understanding a city by staring at
blueprints, why it’s essential to create a new generation of
‘bilingual’ scientists fluent in both neuroscience and AI, how
the brain’s sparse firing patterns and spike-based computation
could shape the next era of machine learning, and why fundamental
research into worms and flies could hold the key to curing
depression. We also explore how the failure to communicate
science may threaten its future, what scares Zador most about AI,
why we still don’t teach coding in neuroscience, and how science
communication could be our best hope — plus so much more....00:00
Intro01:36 - Introduction to Connectomics05:00- The Ambitious
Goal of Mapping Neural Circuits11:20 - Insights into the Human
Brain from Connectomics27:58 - Delivery of Barcoded Viruses to
Neurons34:11 - Output and Findings of Connectomics Research41:24
- Discovering the Randomness of Brain Wiring47:35 - Randomness in
Brain Development52:18 - The Third Component in the
Nature-Nurture Debate57:06 - The Impact of Language
Deprivation01:07:15 - Understanding Emotions as Persistent
States01:16:13 - Exploring the Intersection of Neuroscience and
AI01:20:44 - The Challenge of Energy Efficiency in AI
Systems01:31:23 - Unraveling the Principles of Neural
Circuits01:34:45 - Key Differences between Biological and
Artificial Neural Networks01:38:39 - The Limitations of Data and
Compute01:42:36 - The Answer Isn't More Data01:44:55 - The
Exciting Potential of Neuroscience and AI Collaboration01:48:23 -
The Importance of Making the Same Mistakes01:55:18 - The
Evolutionary Curriculum Approach...Follow My Neuroscience Podcast
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