Analog VLSI and neural systems
Analog VLSI and neural systems
Pulse-modulated analog neuron circuits
Analog Integrated Circuits and Signal Processing - Joint special issue on analog VLSI computation
Networks of spiking neurons: the third generation of neural network models
Transactions of the Society for Computer Simulation International - Special issue: simulation methodology in transportation systems
Analog VLSI pulsed networks for perceptive processing
Pulsed neural networks
Analogue Neural VLSI: A Pulse Stream Approach
Analogue Neural VLSI: A Pulse Stream Approach
Pulse Arithmetic in VLSI Neural Networks
IEEE Micro
Analog VLSI Synapse Matrix with Enhanced Stochastic Computations
IWANN '91 Proceedings of the International Workshop on Artificial Neural Networks
A Throughput-On-Demand Address-Event Transmitter for Neuromorphic Chips
ARVLSI '99 Proceedings of the 20th Anniversary Conference on Advanced Research in VLSI
Teaching Pulsed Integrated Neural Systems: A Psychobiological Approach
MICRONEURO '96 Proceedings of the 5th International Conference on Microelectronics for Neural Networks and Fuzzy Systems
Pulsed VLSI for RBF Neural Networks
MICRONEURO '96 Proceedings of the 5th International Conference on Microelectronics for Neural Networks and Fuzzy Systems
Motion Detection Silicon Retina Based on Event Correlations
MICRONEURO '96 Proceedings of the 5th International Conference on Microelectronics for Neural Networks and Fuzzy Systems
IEEE Transactions on Neural Networks
Implementations of artificial neural networks using current-mode pulse width modulation technique
IEEE Transactions on Neural Networks
Self-organization of spiking neurons using action potential timing
IEEE Transactions on Neural Networks
Design and Codesign of Neuro-Fuzzy Hardware
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
An asynchronous spiking chaotic neuron integrated circuit
Neurocomputing
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This tutorial paper presents an annotated overview of existing hardware implementations of Artificial Neural Systems based on “Pulse Stream” modulations, including also “Spiking Neurons.” Pulse Streams are quasi-periodic binary waveforms which convey analog information on waveform timing.The theoretical bases of Pulse Stream computation and multiplexing are shown for all the existing techniques. Pulse Stream modulations and multiplexing are then analyzed in terms of accuracy, response time, and both power and energy requirements. The performances of the various techniques are compared both with each other, and with those of other analog computing systems.