ICLR 2020: Yoshua Bengio and the Nature of Consciousness
Published:May 22, 2020 21:49
•1 min read
•ML Street Talk Pod
Analysis
This article summarizes Yoshua Bengio's ICLR 2020 keynote, focusing on the intersection of deep learning and consciousness. It highlights key topics such as attention, sparse factor graphs, causality, and systematic generalization. The article also mentions Bengio's exploration of System 1 and System 2 thinking, drawing parallels to Daniel Kahneman's work. The provided links offer access to the talk and related research papers.
Key Takeaways
- •The article discusses Yoshua Bengio's keynote at ICLR 2020.
- •The keynote explores the relationship between deep learning and consciousness.
- •Key topics include attention, causality, and systematic generalization.
- •Bengio draws on ideas from Daniel Kahneman's 'Thinking Fast and Slow'.
Reference
“Bengio takes on many future directions for research in Deep Learning such as the role of attention in consciousness, sparse factor graphs and causality, and the study of systematic generalization.”