FPGA Implementation of a Pulse Density Neural Network With Learning Ability Using Simultaneous Perturbation.
- Resource Type
- Article
- Authors
- Maeda, Yutaka; Tada, Toshiki
- Source
- IEEE Transactions on Neural Networks. May2003, Vol. 14 Issue 3, p688. 8p. 11 Diagrams, 4 Graphs.
- Subject
- *ARTIFICIAL neural networks
*ARTIFICIAL intelligence
*FIELD programmable gate arrays
*PROGRAMMABLE logic devices
*PERTURBATION theory
- Language
- ISSN
- 1045-9227
Describes a field-programmable gate array realization of a pulse density neural networks using the simultaneous perturbation method as the learning scheme. Simultaneous perturbation learning rule; Basic architecture and implementation; Some concrete examples of exclusive OR learning, function learning and the TCLX problem; Conclusion.