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BI 113 David Barack and John Krakauer: Two Views On Cognition
FromBrain Inspired
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Length:
91 minutes
Released:
Sep 12, 2021
Format:
Podcast episode
Description
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David and John discuss some of the concepts from their recent paper Two Views on the Cognitive Brain, in which they argue the recent population-based dynamical systems approach is a promising route to understanding brain activity underpinning higher cognition. We discuss mental representations, the kinds of dynamical objects being used for explanation, and much more, including David's perspectives as a practicing neuroscientist and philosopher.
David's webpage.John's Lab.Twitter: David: @DLBarackJohn: @blamlabPaper: Two Views on the Cognitive Brain.John's previous episodes:BI 025 John Krakauer: Understanding CognitionBI 077 David and John Krakauer: Part 1BI 078 David and John Krakauer: Part 2
Timestamps
0:00 - Intro
3:13 - David's philosophy and neuroscience experience
20:01 - Renaissance person
24:36 - John's medical training
31:58 - Two Views on the Cognitive Brain
44:18 - Representation
49:37 - Studying populations of neurons
1:05:17 - What counts as representation
1:18:49 - Does this approach matter for AI?
David and John discuss some of the concepts from their recent paper Two Views on the Cognitive Brain, in which they argue the recent population-based dynamical systems approach is a promising route to understanding brain activity underpinning higher cognition. We discuss mental representations, the kinds of dynamical objects being used for explanation, and much more, including David's perspectives as a practicing neuroscientist and philosopher.
David's webpage.John's Lab.Twitter: David: @DLBarackJohn: @blamlabPaper: Two Views on the Cognitive Brain.John's previous episodes:BI 025 John Krakauer: Understanding CognitionBI 077 David and John Krakauer: Part 1BI 078 David and John Krakauer: Part 2
Timestamps
0:00 - Intro
3:13 - David's philosophy and neuroscience experience
20:01 - Renaissance person
24:36 - John's medical training
31:58 - Two Views on the Cognitive Brain
44:18 - Representation
49:37 - Studying populations of neurons
1:05:17 - What counts as representation
1:18:49 - Does this approach matter for AI?
Released:
Sep 12, 2021
Format:
Podcast episode
Titles in the series (99)
BI 100.3 Special: Can We Scale Up to AGI with Current Tech?: Part 3 in our 100th episode celebration. Previous guests answered the question: Given the continual surprising progress in AI powered by scaling up parameters and using more compute, while using fairly generic architectures (eg. GPT-3): Do you thi by Brain Inspired