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Short Term Plasticity Provides Temporal Filtering at Chemical Synapses

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Authors

Graham, Bruce P
Stricker, Christian

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Publisher

Springer

Abstract

Chemical synapses exhibit a wide range of mechanisms that modulate the postsynaptic response due to presynaptic action potentials (APs) as a function of the arrival pattern of the presynaptic APs. Here we demonstrate that combinations of depression, facilitation and frequency-dependent recovery will give synapses that are either sensitive to the steady-state input signal, or to the onsets and offsets of signal transients. In addition, a synapse may be tuned to preferentially respond to low frequency modulation of an input signal.

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Book Title

Artificial Neural Networks - ICANN 2008

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Restricted until

2037-12-31