The switching and learning behavior of an octopus cell implemented on FPGA
Alexej Tschumak,
Frank Feldhoff,
Frank Klefenz
Abstract:<abstract><p>A dendrocentric backpropagation spike timing-dependent plasticity learning rule has been derived based on temporal logic for a single octopus neuron. It receives parallel spike trains and collectively adjusts its synaptic weights in the range [0, 1] during training. After the training phase, it spikes in reaction to event signaling input patterns in sensory streams. The learning and switching behavior of the octopus cell has been implemented in field-programmable gate array (FPGA) hard… Show more
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