Pub. Date:
Springer US
FPGA Implementations of Neural Networks / Edition 1

FPGA Implementations of Neural Networks / Edition 1


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Product Details

ISBN-13: 9780387284859
Publisher: Springer US
Publication date: 04/21/2006
Edition description: 2006
Pages: 360
Product dimensions: 6.10(w) x 9.25(h) x 0.03(d)

Table of Contents

Preface. 1. FPGA Neurocomputers; A.R.Omondi, J.C.Rajapakse and M.Bajger. 2. Arithmetic precision for BP networks; M.Moussa, S.Areibi and K.Nichols. 3. FPNA: Concepts and properties; B.Girau. 4. FPNA: Applications and implementations; B.Girau. 5. Back-Propagation Algorithms Achieving 5 GOPS on the VirtexE; K.Paul and S.Rajopadhye. 6. FPGA Implementation of Very Large Associative Memories; D.Hammerstrom, C.Gao, S.Zhu and M.Butts. 7. FPGA Implementations of Neocognitrons; A.Noriaki Ide and J.Hiroki Saito. 8. Self Organizing Feature Map for Color Quantization on FPGA; C-H.Chang, M.Shibu and R.Xiao. 9. Implemention of Self-Organizing Feature Maps in Reconfigurable Hardware; M.Porrmann, U.Witkowski and U.Rückert. 10. FPGA Implementation of a Fully and Partially Connected MLP; A.Canas, E.M.Ortigosa, E.Ros and P.M.Ortigosa. 11. FPGA Implementation of Non-Linear Predictors; R.Gadea-Girones and A.Ramrez-Agundis. 12. The REMAP Reconfigurable Architecture: a retrospective; L.Bengtsson, A.Linde, T.Nordstrom, B.Svensson and M.Taveniku.

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