Pulsed neural networks
Digital simulation of spiking neural networks
Pulsed neural networks
Neural Networks: A Comprehensive Foundation
Neural Networks: A Comprehensive Foundation
Simulation of Spiking Neural Networks on Different Hardware Platforms
ICANN '97 Proceedings of the 7th International Conference on Artificial Neural Networks
Bio-inspired visual information processing: the neuromorphic approach
WSEAS Transactions on Circuits and Systems
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Neuromorphic neural networks are of interest both from a biological point of view and in terms of robust signaling in noisy environments. The basic question however, is what type of architecture can be used to efficiently build such neural networks in hardware devices, in order to use them in real time process control problems. In this paper a novel, hardware implementation friendly, "pulse reactive" model of spiking neurons is described. This is used then to implement a fully connected network, yielding a high degree of parallelism. The modular neuron structure, acquired signals and a process control application are given.