FPGA Implementations of Neural Networks (Hardcover, 2006)

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.Ruckert . 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 .