Parallel Architectures for Artificial Neural Networks by N Sundararajan
This excellent reference for all those involved in neural networks research and application presents, in a single text, the necessary aspects of parallel implementation for all major artificial neural network models. The book details implementations on varoius processor architectures (ring, torus, etc.) built on different hardware platforms, ranging from large general purpose parallel computers to custom built MIMD machines using transputers and DSPs.Experts who performed the implementations author the chapters and research results are covered in each chapter. These results are divided into three parts.
Theoretical analysis of parallel implementation schemes on MIMD message passing machines.
Details of parallel implementation of BP neural networks on a general purpose, large, parallel computer.
Four chapters each describing a specific purpose parallel neural computer configuration.
This book is aimed at graduate students and researchers working in artificial neural networks and parallel computing. Graduate level educators can use it to illustrate the methods of parallel computing for ANN simulation. The text is an ideal reference providing lucid mathematical analyses for practitioners in the field.
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Communication and Computer Networks
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Distributed Shared Memory
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Scheduling and Load Balancing in Parallel and Distributed Systems
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Performance Modeling for Computer Architects
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The Cache Coherence Problem in Shared-Memory Multiprocessors
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SPICE
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DSP-Based Testing of Analog and Mixed-Signal Circuits
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Scheduling Divisible Loads in Parallel and Distributed Systems
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Simulation Validation
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Reliable Distributed Computing with the Isis Toolkit
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Digital Design and Modeling with VHDL and Synthesis
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Digital Image Warping
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Digital Systems Design with VHDL and Synthesis
N. Sundararajan and P. Saratchandran are the authors of Parallel Architectures for Artificial Neural Networks: Paradigms and Implementations, published by Wiley.
| SKU | Unavailable |
| ISBN 13 | 9780818683992 |
| ISBN 10 | 0818683996 |
| Title | Parallel Architectures for Artificial Neural Networks |
| Author | N Sundararajan |
| Series | Systems |
| Condition | Unavailable |
| Binding Type | Hardback |
| Publisher | IEEE Computer Society Press,U.S. |
| Year published | 1998-11-30 |
| Number of pages | 412 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |