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

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Jay McClelland is a cognitive scientist at Stanford. Please support this podcast by checking out our sponsors:
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- 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 
– Skiff 
– Uprising Food 
– 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://open.spotify.com/show/2MAi0BvDc6GTFvKFPXnkCL">https://open.spotify.com/show/2MAi0BvDc6GTFvKFPXnkCL</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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