An analog memory circuit for spiking silicon neurons
Neural Computation
Image Processing Using Pulse-Coupled Neural Networks
Image Processing Using Pulse-Coupled Neural Networks
Hardware Requirements for Spike-Processing Neural Networks
IWANN '96 Proceedings of the International Workshop on Artificial Neural Networks: From Natural to Artificial Neural Computation
Review article: Review of pulse-coupled neural networks
Image and Vision Computing
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In this paper we describe a hardware-architecture that provides online hebbian learning for PCNNs according to different learning-rules. This architecture is an extension of the Spike 128K-system which is shortly introduced, focusing the sender-oriented structure of the entire system. The algorithms derived for three well proved Hebbian learning-rules are compatible with this sender-oriented structure. The introduced architecture integrates processing of these learning-rules very efficiently into the Spike 128K-system.