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Neural networks and systolic array design /
Neural networks (NNs) and systolic arrays (SAs) have many similar features. This volume describes, in a unified way, the basic concepts, theories and characteristic features of integrating or formulating different facets of NNs and SAs, as well as presents recent developments and significant applica...
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
River Edge, N.J. :
World Scientific,
©2002.
|
| Colección: | Series in machine perception and artificial intelligence ;
v. 49. |
| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- Ch. 1. Neural networks and systolic arrays: models and integration / D. Zhang and S.K. Pal
- Ch. 2. Systolic array methodology for a neural model to solve the mixture problem / R.M. Pérez [and others]
- Ch. 3. Morphological endmember identification and its systolic array design / P.L Aguilar [and others]
- Ch. 4. MANTRA I: a systolic array for neural computation / M.A. Viredaz and P. Ienne
- Ch. 5. Mixed-signal neuro-fuzzy processor implementations: sequential architectures and circuit-level description / J. Madrenas and E. Alarcón
- Ch. 6. CMAC neural networks and systolic implementation / B.D. Lui, Y.H. Kuo and J.S. Ker
- Ch. 7. Quadrant interlocking factorization on systolic and wavefront array processors / M.P. Bekakos, O.B. Efremides and D.J. Evans
- Ch. 8. Systolic S.O.M. neural network for hyperspectral image classification / P. Martinez [and others].
- Ch. 9. Optimizing and learning algorithm for feedforward neural networks and its implementation by systolic array / P.B. Burgos
- Ch. 10. Parallel ANN architecture for fuzzy patterns / D. Zhang and S.K. Pal
- Ch. 11. Pipelined systolic arrays for time-delay neural networks / D. Zhang and S.K. Pal
- Ch. 12. An integrated intelligent classification engine (I[superscript 2]CE for biosignal engineering / A.N. Kastania and M.P. Bekakos
- Ch. 13. Multiplierless designs for artificial neural networks / H.K. Kwan
- Ch. 14. A VLSI system for intelligent decision making in real-time / N. Ranganathan and M.I. Patel
- Ch. 15. Reconfigurable hardware systolic array for real-time compartmental modeling of large-scale artificial nervous systems / M. Korkin
- Ch. 16. Implementing and mapping ANNs on reconfigurable mesh massively parallel architectures / W.N. Li and J.J. Jenq.