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Cortical Learning via Prediction
Published on Aug 20, 20152494 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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Chapter list
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