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Moshe Abeles The The doubly balanced doubly balanced network of network of
 

Summary: Moshe Abeles
David Horn
The The doubly balanced doubly balanced network of network of
spiking neurons: spiking neurons:
a memory model with high capacitya memory model with high capacity
Yuval Aviel
ANC, Edinburgh, August 2005
OutlookOutlook
Introducing basic concepts:Introducing basic concepts:
Memory patterns, Embedding patterns,Memory patterns, Embedding patterns,
Balanced Networks and their AsynchronousBalanced Networks and their Asynchronous
State.State.
The problemThe problem
Solution I : Large networkSolution I : Large network
Solution II : Proper scalingSolution II : Proper scaling
Solution III: Double balanceSolution III: Double balance
SynFire Chains (SFCs)SynFire Chains (SFCs)
A neuron can participate in many poolsA neuron can participate in many pools
(signified by the blue neuron).(signified by the blue neuron).
A synfire chain can carry a wave ofA synfire chain can carry a wave of

  

Source: Aviel, Yuval - Interdisciplinary Center for Neural Computation, Hebrew University of Jerusalem

 

Collections: Computer Technologies and Information Sciences