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Perfect Associative Learning with Spike-Timing-Dependent Plasticity
Recent extensions of the Perceptron, as e. g. the Tempotron, suggest that this theoretical concept is highly relevant also for understanding networks of spiking neurons in the brain.
Spike timing-dependent plasticity as dynamic filter
When stimulated with complex action potential sequences synapses exhibit spike timing-dependent plasticity (STDP) with attenuated and enhanced pre- and postsynaptic contributions to long-term synaptic modifications.
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