Input multiplexing in artificial neurons employing stochastic arithmetic

Neural Processing Letters

Volumn 15, Issue 1, 2002, Pages 1-8

  Card, Howard C ^a  

^a UNIVERSITY OF MANITOBA   (Canada)

Author keywords

Digital implementations of artificial neural networks; Pulsed neural networks; Stochastic arithmetic; Stochastic signal processing

Indexed keywords

COMPUTER SIMULATION; DIGITAL ARITHMETIC; DIGITAL SIGNAL PROCESSING; FAULT TOLERANT COMPUTER SYSTEMS; MULTIPLEXING; RANDOM PROCESSES; SEMICONDUCTING SILICON; VLSI CIRCUITS;

STOCHASTIC ARITHMETIC;

NEURAL NETWORKS;

EID: 0036469679     PISSN: 13704621     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1013805129793     Document Type: Article

References (21)

1. Doubly stochastic Poisson processes in artificial neural learning
2. Stochastic computing systems
3. A digital neural network architecture for VLSI
4. A digital architecture employing stochasticism for the simulation of Hopfield neural nets
5. Pulse density modulation technique in VLSI implementation of neural network algorithms
6. Stochastic arithmetic implementations of neural networks with in situ learning
7. Probabilistic bit-stream neural chip: Theory
8. Learning in stochastic bit-stream neural networks
9. Stochastic neural computation I and II
10. Stochastic bit-stream neural networks
11. Parallel random number generation for VLSI systems using cellular cutomata
12. Parallel pseudorandom number generation in GaAs cellular automata for high speed circuit testing
13. Learning and relearning in Boltzmann machines
14. The wake-sleep algorithm for unsupervised neural networks
15. Flat counting distribution for triangular-modulated Poisson process
16. Photocounting distributions for exponentially-decaying sources
17. Compound binomial processes in neural integration