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BI 024 Tim Behrens: Cognitive Maps

BI 024 Tim Behrens: Cognitive Maps

BI 024 Tim Behrens: Cognitive Maps

 
 
00:00 / 01:09:27
 
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Tim and I discuss his work suggesting grid cell-like coding could provide a map for us to navigate abstract concepts in our minds – a cognitive map. We talk about the discovery of place cells and grid cells and the work suggesting they contribute to spatial navigation. We also touch on how Tim’s work is related to meta-reinforcement learning (a la Matt Botvinick, see episode 21), and how grid cell codes might contribute to AI systems moving forward.

BI 023 Marcel van Gerven: Mind Decoding with GANs

BI 023 Marcel van Gerven: Mind Decoding with GANs

BI 023 Marcel van Gerven: Mind Decoding with GANs

 
 
00:00 / 01:04:05
 
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Marcel and I discuss his recent work using generative adversarial networks to decode brain activity to reconstruct images people saw, his work to restore vision to blind humans by stimulating early visual cortex, general AI, and even — shutter — consciousness a bit.

BI 022 Melanie Mitchell: Complexity, and AI Shortcomings

BI 022 Melanie Mitchell: Complexity, and AI Shortcomings

BI 022 Melanie Mitchell: Complexity, and AI Shortcomings

 
 
00:00 / 00:59:22
 
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Melanie and I talk about the limitations of artificial intelligence in its current deep learning state (a la her New York Times Op-Ed), what AI needs to proceed toward general AI, what complexity is and how it relates to the fields of AI and neuroscience, and plenty more.

BI 021 Matt Botvinick: Neuroscience and AI at DeepMind

BI 021 Matt Botvinick: Neuroscience and AI at DeepMind

BI 021 Matt Botvinick: Neuroscience and AI at DeepMind

 
 
00:00 / 01:19:39
 
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Matt and I discuss his neuroscience and AI research at DeepMind, including how AI benefits from neuroscience, his work on meta-reinforcement learning to create systems that learn more efficiently, how meta-reinforcement learning might be implemented in a neural circuit involving the prefrontal cortex and the dopamine system, how theory of mind might be implemented in machines to help them understand each other and to help us understand them, and a lot more.

BI 020 Anna Wexler: Stimulate Your Brain?

BI 020 Anna Wexler: Stimulate Your Brain?

BI 020 Anna Wexler: Stimulate Your Brain?

 
 
00:00 / 01:09:04
 
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Anna and I discuss home and DIY use of neurotechnology- specifically transcranial direct current stimulation (tDCS) and electroencephalography (EEG) products marketed to improve cognition. We talk about who uses these products and for what (enhancement or self-treatment), how they get marketed, and the possibilities for how they may get regulated.