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Cortical Learning via Prediction
Published on 2015-08-202501 Views
What is the mechanism of learning in the brain? Despite breathtaking advances in neuroscience, we do not seem close to an answer. We introduce PJOIN (for “predictive join”), a primitive that com- bine
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Presentation
Cortical Learning via Prediction00:00
Study of the Brain00:12
Computer scientists should work on this problem!!03:42
Neuroids and Synapses05:22
Valiant’s Vicinal Algorithms06:33
Items08:01
Operations on Items - 109:01
Operations on Items - 209:08
Operations on Items - 309:28
Operations on Items: Link - 109:41
Operations on Items: Link - 209:46
Operations on Items: Link - 309:54
But are these realistic? - 110:00
But are these realistic? - 210:35
This Talk: Predictive Join10:54
Neurorealistic?12:04
PJoin Solves the Unsupervised Learning Problem12:20
The Algorithm12:51
Vicinal unsupervised learning by PJoin - 113:39
Vicinal unsupervised learning by PJoin - 214:30
Vicinal unsupervised learning by PJoin - 314:35
Vicinal unsupervised learning by PJoin - 414:37
Vicinal unsupervised learning by PJoin - 514:38
Second presentation - 114:42
Second presentation - 214:44
Other patterns: Share and build15:03
Unsupervised Learning15:36
Simulations15:58
Next Challenges16:16
A tantalizing question18:04
Thank You!19:29