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

Lex Fridman Podcast

Conversations about science, technology, history, philosophy and the nature of intelligence, consciousness, love, and power. Lex is an AI researcher at MIT and beyond.

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

Jay McClelland is a cognitive scientist at Stanford. Please support this podcast by checking out our sponsors: 
– Paperspace: <a href="https://gradient.run/lex">https://gradient.run/lex</a> to get $15 credit 
– Skiff: <a href="https://skiff.org/lex">https://skiff.org/lex</a> to get early access 
– Uprising Food: <a href="https://uprisingfood.com/lex">https://uprisingfood.com/lex</a> to get $10 off 1st starter bundle 
– Four Sigmatic: <a href="https://foursigmatic.com/lex">https://foursigmatic.com/lex</a> and use code LexPod to get up to 60% off 
– Onnit: <a href="https://lexfridman.com/onnit">https://lexfridman.com/onnit</a> to get up to 10% off
EPISODE LINKS: 
Jay’s Website: <a href="https://stanford.edu/~jlmcc/">https://stanford.edu/~jlmcc/</a>
PODCAST INFO: 
Podcast website: <a href="https://lexfridman.com/podcast">https://lexfridman.com/podcast</a> 
Apple Podcasts: <a href="https://apple.co/2lwqZIr">https://apple.co/2lwqZIr</a> 
Spotify: <a href="https://spoti.fi/2nEwCF8">https://spoti.fi/2nEwCF8</a> 
RSS: <a href="https://lexfridman.com/feed/podcast/">https://lexfridman.com/feed/podcast/</a> 
YouTube Full Episodes: <a href="https://youtube.com/lexfridman">https://youtube.com/lexfridman</a> 
YouTube Clips: <a href="https://youtube.com/lexclips">https://youtube.com/lexclips</a>
SUPPORT & CONNECT: 
– Check out the sponsors above, it’s the best way to support this podcast 
– Support on Patreon: <a href="https://www.patreon.com/lexfridman">https://www.patreon.com/lexfridman</a> 
– Twitter: <a href="https://twitter.com/lexfridman">https://twitter.com/lexfridman</a> 
– Instagram: <a href="https://www.instagram.com/lexfridman">https://www.instagram.com/lexfridman</a> 
– LinkedIn: <a href="https://www.linkedin.com/in/lexfridman">https://www.linkedin.com/in/lexfridman</a> 
– Facebook: <a href="https://www.facebook.com/lexfridman">https://www.facebook.com/lexfridman</a> 
– Medium: <a href="https://medium.com/@lexfridman">https://medium.com/@lexfridman</a>
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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#222 – Jay McClelland: Neural Networks and the Emergence of Cognition

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