Chapter
The Intersection of AI and Neuroscience
Researchers hope that the intersection of AI and neuroscience could create a new era in the study of the structure of behavior and its underlying substrates, which would be informed by the computational mechanisms that AI is bringing to researchers' attention.
Clips
Researchers suspect that dopamine might be using a distributional coding technique to represent surprise signals, rather than collapsing everything into a single number.
1:43:31 - 1:47:45 (04:14)
Summary
Researchers suspect that dopamine might be using a distributional coding technique to represent surprise signals, rather than collapsing everything into a single number.
ChapterThe Intersection of AI and Neuroscience
Episode#106 – Matt Botvinick: Neuroscience, Psychology, and AI at DeepMind
PodcastLex Fridman Podcast
A rebirth of interest in the structure of behavior and its underlying substrates is coming to play by combining the growing focus on behavior and the widespread interest in what's going on in AI for a new chapter in neuroscience research.
1:47:45 - 1:51:14 (03:28)
Summary
A rebirth of interest in the structure of behavior and its underlying substrates is coming to play by combining the growing focus on behavior and the widespread interest in what's going on in AI for a new chapter in neuroscience research.
ChapterThe Intersection of AI and Neuroscience
Episode#106 – Matt Botvinick: Neuroscience, Psychology, and AI at DeepMind
PodcastLex Fridman Podcast
The challenge in AI is to build systems that are flexible enough to have cognitive control and quickly adapt to new demands.
1:51:14 - 1:53:18 (02:04)
Summary
The challenge in AI is to build systems that are flexible enough to have cognitive control and quickly adapt to new demands. Some argue that deep learning and deep RL are inadequate in providing this flexibility.