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#115 – Dileep George: Brain-Inspired AI

#115 – Dileep George: Brain-Inspired AI

Lex Fridman Podcast vor 6 Jahren

0:00

2:10:33

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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Here’s the outline of the episode. On some podcast players you
should be able to click the timestamp to jump to that time.

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