Table of Contents
Dynamics of neural networks
Classical neurodynamics
Conductance-based model
Method of averaging
The time average
Reduced model
The mean field approximation
Basis of classical neurodynamics
Aristotle (350 BC)
William James (1892)
Long-term memory
David Hume (1739)
Donald Hebb (1949)
Hebbian synaptic plasticity
LTP in cortical pyramidal cells
LTP requires pairing
AP/EPSP pairing
Computer architecture
The computer and the brain
Storage and recall
Attractor neural networks
Dynamical attractors
Learning
How the brain works?
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Author: Sebastian Seung
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