#115 – Dileep George: Brain-Inspired AI
August 14, 2020
2 hr 10 min
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Episode 115 · August 14, 2020
#115 – Dileep George: Brain-Inspired AI
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Sebastian Raschka Episodes Around August 14, 2020
Episode 112 of 498 — walk the feed in the order it was published.
#115 – Dileep George: Brain-Inspired AI
Summary
<p>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.</p>
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<p>Here’s the outline of the episode. On some podcast players you should be able to click the timestamp to jump to that time.</p>
<p>OUTLINE:<br />
0:00 – Introduction<br />
4:50 – Building a model of the brain<br />
17:11 – Visual cortex<br />
27:50 – Probabilistic graphical models<br />
31:35 – Encoding information in the brain<br />
36:56 – Recursive Cortical Network<br />
51:09 – Solving CAPTCHAs algorithmically<br />
1:06:48 – Hype around brain-inspired AI<br />
1:18:21 – How does the brain learn?<br />
1:21:32 – Perception and cognition<br />
1:25:43 – Open problems in brain-inspired AI<br />
1:30:33 – GPT-3<br />
1:40:41 – Memory<br />
1:45:08 – Neuralink<br />
1:51:32 – Consciousness<br />
1:57:59 – Book recommendations<br />
2:06:49 – Meaning of life</p>