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The 2006 IEEE International Joint Conference on Neural Network Proceedings
A novel inter-neuron communications method for increased scalability of Spiking Neural Networks (SNNs) is presented. Capacitive coupling is used as the communication medium with spike functions replaced by oscillatory bursts. The dependency of the coupling signals between neuron layers as a function of neuron density, frequency and track loading is predicted. High Q decoding filters and accurate frequency matching between transmitting neurons and receiving synapses was achieved using band passdoi:10.1109/ijcnn.2006.1716474 fatcat:ct5h3ckvabgxdaxhbvmwlgvscq