Table of Contents
Per Learning or How to become unpopular in 5 minutes
What is the problem?
Learning & memory: a complex or a complicated problem?
We don’t know the solution!
If A and B succeed together to fire the neuron (often enough) synapse B will be reinforced
Steps of Long-Term Potentiation
What is wrong with LTP?
How difficult would be to learn without LTP?
Self-organized learning: toy model*
How it works on a simple task
How it scales with brain size
How it scales with problem size (on the parity problem)
A simple gizmo
Synaptic landscape is always rough
Summing up:
Thanks to...
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Author: James P. Crutchfield
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