Dileep George: Brain-Inspired AI | Lex Fridman Podcast #115
发布时间 2020-08-15 06:53:01 来源
摘要
Dileep George is a researcher at the intersection of neuroscience and artificial intelligence, co-founder of Vicarious, formerly co-founder of Numenta. From the early work on Hierarchical temporal memory to Recursive Cortical Networks to today, Dileep's always sought to engineer intelligence that is closely inspired by the human brain.
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EPISODE LINKS:
Dileep's Twitter: https://twitter.com/dileeplearning
Vicarious Research: https://www.vicarious.com/science
PODCAST INFO:
Podcast website:
https://lexfridman.com/podcast
Apple Podcasts:
https://apple.co/2lwqZIr
Spotify:
https://spoti.fi/2nEwCF8
RSS:
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Full episodes playlist:
https://www.youtube.com/playlist?list=PLrAXtmErZgOdP_8GztsuKi9nrraNbKKp4
Clips playlist:
https://www.youtube.com/playlist?list=PLrAXtmErZgOeciFP3CBCIEElOJeitOr41
OUTLINE:
0:00 - Introduction
4:50 - Building a model of the brain
17:11 - Visual cortex
27:50 - Probabilistic graphical models
31:35 - Encoding information in the brain
36:56 - Recursive Cortical Network
51:09 - Solving CAPTCHAs algorithmically
1:06:48 - Hype around brain-inspired AI
1:18:21 - How does the brain learn?
1:21:32 - Perception and cognition
1:25:43 - Open problems in brain-inspired AI
1:30:33 - GPT-3
1:40:41 - Memory
1:45:08 - Neuralink
1:51:32 - Consciousness
1:57:59 - Book recommendations
2:06:49 - Meaning of life
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