#222 – Jay McClelland: Neural Networks and the Emergence of Cognition

#222 – Jay McClelland: Neural Networks and the Emergence of Cognition

Jay McClelland is a cognitive scientist at Stanford. Please support this podcast by checking out our sponsors: - Paperspace: https://gradient.run/lex to get $15 credit - Skiff: https://skiff.org/lex to get early access
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vor 4 Jahren
Jay McClelland is a cognitive scientist at Stanford. Please support
this podcast by checking out our sponsors: - Paperspace:
https://gradient.run/lex to get $15 credit - Skiff:
https://skiff.org/lex to get early access - Uprising Food:
https://uprisingfood.com/lex to get $10 off 1st starter bundle -
Four Sigmatic: https://foursigmatic.com/lex and use code LexPod to
get up to 60% off - Onnit: https://lexfridman.com/onnit to get up
to 10% off EPISODE LINKS: Jay's Website:
https://stanford.edu/~jlmcc/ PODCAST INFO: Podcast website:
https://lexfridman.com/podcast Apple Podcasts:
https://apple.co/2lwqZIr Spotify: https://spoti.fi/2nEwCF8 RSS:
https://lexfridman.com/feed/podcast/ YouTube Full Episodes:
https://youtube.com/lexfridman YouTube Clips:
https://youtube.com/lexclips SUPPORT & CONNECT: - Check out the
sponsors above, it's the best way to support this podcast - Support
on Patreon: https://www.patreon.com/lexfridman - Twitter:
https://twitter.com/lexfridman - Instagram:
https://www.instagram.com/lexfridman - LinkedIn:
https://www.linkedin.com/in/lexfridman - Facebook:
https://www.facebook.com/lexfridman - Medium:
https://medium.com/@lexfridman OUTLINE: Here's the timestamps for
the episode. On some podcast players you should be able to click
the timestamp to jump to that time. (00:00) - Introduction (07:12)
- Beauty in neural networks (11:31) - Darwin and evolution (17:16)
- The origin of intelligence (23:58) - Explorations in cognition
(30:02) - Learning representations by back-propagating errors
(36:27) - Dave Rumelhart and cognitive modeling (49:30) -
Connectionism (1:12:23) - Geoffrey Hinton (1:14:19) - Learning in a
neural network (1:31:11) - Mathematics & reality (1:38:19) -
Modeling intelligence (1:48:57) - Noam Chomsky and linguistic
cognition (2:03:18) - Advice for young people (2:14:26) -
Psychiatry and exploring the mind (2:27:04) - Legacy (2:32:53) -
Meaning of life

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