Dynamics of stochastic artificial neurons

Neurocomputing

Volumn 41, Issue 1-4, 2001, Pages 173-182

  Card, Howard C ^a  

^a UNIVERSITY OF MANITOBA   (Canada)

Author keywords

Neural networks; State transitions; Stochastic neurons

Indexed keywords

PROBABILISTIC LOGICS; RANDOM PROCESSES; TRANSFER FUNCTIONS;

STOCHASTIC ARTIFICIAL NEURONS;

NEURAL NETWORKS;

ARTIFICIAL NEURAL NETWORK; CONTROLLED STUDY; DIFFUSION; DYNAMICS; LETTER; NERVE CELL; PRIORITY JOURNAL; PROBABILITY; SIGNAL PROCESSING; STATISTICS;

EID: 0035663226     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0925-2312(01)00575-6     Document Type: Article

References (14)

1. Neural Networks for Pattern Recognition
2. Stochastic neural computation I: Computational elements
3. Stochastic bit-stream neural networks
4. Doubly stochastic poisson processes in artificial neural learning
5. Stochastic radial basis functions
6. Stochastic arithmetic implementations of neural networks with in situ learning
7. Stochastic computing systems
8. Parallel random number generation for VLSI systems using cellular automata
9. Probabilistic bit-stream neural chip: Theory
10. Pulse density modulation technique in VLSI implementation of neural network algorithms
11. A digital neural network architecture for VLSI
12. A digital architecture employing stochasticism for the simulation of hopfield neural nets
13. Learning in stochastic bit-stream neural networks
14. Parallel pseudorandom number generation in GaAs cellular automata for high speed circuit testing