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Neural networks and systolic array design/ David Zhang and Sankar K. Pal eds.

Contributor(s): Material type: TextTextLanguage: English Series: Series in Machine Perception and Artificial Intelligence ; Vol. 49Publication details: New Jersey: World Scientific, 2002Description: xiv,405 pages, diags. 23 cmISBN:
  • 9810248407
Subject(s): DDC classification:
  • 006.32 Z63 23
Contents:
Preface -- Chapter 1. Neural networks and systolic arrays: models and integration -- Chapter 2. Systolic array methodology for a neural model to solve the mixture problem -- Chapter 3. Morphological endmember identification and its systolic array design -- Chapter 4. MANTRA I: A Systolic array for neural computation -- Chapter 5. Mixed -signal neuro-fuzzy processor implementations: sequential architectures and circuit-level description -- Chapter 6. CMAC neural networks and systolic implementation -- Chapter 7 Quadrant interlocking factorization on systolic and wavefront array processors -- Chapter 8. Systolic S.O.M. Neural network for hyperspectral image classification -- Chapter 9. Optimizing and learning algorithm for feedforward neural networks and its implementation by systolic array -- Chapter 10. Parallel ANN architecture for fuzzy patterns -- Chapter 11. Pipelined systolic arrays for time-delay neural networks -- Chapter 12. An Integrated intelligent classification engine for biosignal engineering -- Chapter 13. Multiplierless designs for artifical neural networks -- Chapter 14. A VLSI system for intelligent decision making in real-time -- Chapter 15. Reconfigurable hardware systolic array for real-time compartmental modeling of large-scale artificial nervous systems -- Chapter 16. Implementing and mapping ANNs on reconfigurable mesh massively parallel architectures
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Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books ISI Library, Kolkata 006.32 Z63 (Browse shelf(Opens below)) Available C26739
Books ISI Library, Kolkata ISI Scientist Publication 006.32 Z63 (Browse shelf(Opens below)) Available 122795
Total holds: 0

Includes bibliographical references and index

Preface -- Chapter 1. Neural networks and systolic arrays: models and integration -- Chapter 2. Systolic array methodology for a neural model to solve the mixture problem -- Chapter 3. Morphological endmember identification and its systolic array design -- Chapter 4. MANTRA I: A Systolic array for neural computation -- Chapter 5. Mixed -signal neuro-fuzzy processor implementations: sequential architectures and circuit-level description -- Chapter 6. CMAC neural networks and systolic implementation -- Chapter 7 Quadrant interlocking factorization on systolic and wavefront array processors -- Chapter 8. Systolic S.O.M. Neural network for hyperspectral image classification -- Chapter 9. Optimizing and learning algorithm for feedforward neural networks and its implementation by systolic array -- Chapter 10. Parallel ANN architecture for fuzzy patterns -- Chapter 11. Pipelined systolic arrays for time-delay neural networks -- Chapter 12. An Integrated intelligent classification engine for biosignal engineering -- Chapter 13. Multiplierless designs for artifical neural networks -- Chapter 14. A VLSI system for intelligent decision making in real-time -- Chapter 15. Reconfigurable hardware systolic array for real-time compartmental modeling of large-scale artificial nervous systems -- Chapter 16. Implementing and mapping ANNs on reconfigurable mesh massively parallel architectures

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