Ergebnisse für: timing robustness

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A New Perspective on Memorization in Recurrent Networks of Spiking Neurons

Patrick Murer
Hartung-Gorre
64 € · Buch

Hopfield model Spiking recurrent neural network associative memory asymptotic memorization capacity dynamical pulse pattern multi-pass memorization online learning quasi-Hebbian learning timing robustness

This thesis studies the capability of spiking recurrent neural network models to memorize dynamical pulse patterns (or firing signals). In the first part, discrete-time firing signals (or firing sequences) are considered. A recurrent network model, consisting of neurons with bounded disturbance, is...

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