Podknife - BI 013 Dileep George: Vicarious Robot AI by Brain Inspired

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BI 013 Dileep George: Vicarious Robot AI

Podcast |: Brain Inspired
Publisher |: Paul Middlebrooks
Media Type |: audio
Podknife tags |: Artificial Intelligence,; Data Science,; Interview,; Machine Learning,; Neuroscience,; Philosophy,; Psychology,; Science & Medicine,; Technology
Categories Via RSS |: Education,; Natural Sciences,; Science,; Technology
Publication Date |: Oct 11, 2018
Episode Duration |: 00:52:27

Description
Content Encoded

Dileep and I talk about how his company, Vicarious, aims to create general artificial intelligence for robots, using tons of inspiration from brain structure and function. We also discuss his recent graphical model that, among other things, breaks CAPTCHAs with very few training examples.

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Dileep’s homepage.212x212.jpg" alt="" width="212" height="212">
- Dileep on Twitter: @dileeplearning
Vicarious, the general AI robotics company Dileep cofounded.
- Vicarious on Twitter: @vicariousai.
The papers we discuss:
- CAPCHA.pdf">A generative vision model that trains with high data efficiency and breaks text-based CAPTCHAs.
- Cortical Microcircuits from a Generative Vision Model
Probabilistic graphical models.
Hierarchical temporal memory.
- HTM School on Youtube.
- Dileep’s earlier paper with Jeff Hawkins of Numenta: Towards a Mathematical Theory of Cortical Micro-circuits

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