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BI 162 Earl K. Miller: Thoughts are an Emergent Property

BI 162 Earl K. Miller: Thoughts are an Emergent Property

FromBrain Inspired


BI 162 Earl K. Miller: Thoughts are an Emergent Property

FromBrain Inspired

ratings:
Length:
83 minutes
Released:
Mar 8, 2023
Format:
Podcast episode

Description

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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
Released:
Mar 8, 2023
Format:
Podcast episode

Titles in the series (99)

Neuroscience and artificial intelligence work better together. Brain inspired is a celebration and exploration of the ideas driving our progress to understand intelligence. I interview experts about their work at the interface of neuroscience, artificial intelligence, cognitive science, philosophy, psychology, and more: the symbiosis of these overlapping fields, how they inform each other, where they differ, what the past brought us, and what the future brings. Topics include computational neuroscience, supervised machine learning, unsupervised learning, reinforcement learning, deep learning, convolutional and recurrent neural networks, decision-making science, AI agents, backpropagation, credit assignment, neuroengineering, neuromorphics, emergence, philosophy of mind, consciousness, general AI, spiking neural networks, data science, and a lot more. The podcast is not produced for a general audience. Instead, it aims to educate, challenge, inspire, and hopefully entertain those interested in learning more about neuroscience and AI.