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Titlebook: VLSI Design of Neural Networks; Ulrich Ramacher,Ulrich Rückert Book 1991 Springer Science+Business Media Dordrecht 1991 Processing.Signal.

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書目名稱VLSI Design of Neural Networks
編輯Ulrich Ramacher,Ulrich Rückert
視頻videohttp://file.papertrans.cn/981/980092/980092.mp4
叢書名稱The Springer International Series in Engineering and Computer Science
圖書封面Titlebook: VLSI Design of Neural Networks;  Ulrich Ramacher,Ulrich Rückert Book 1991 Springer Science+Business Media Dordrecht 1991 Processing.Signal.
描述The early era of neural network hardware design (starting at 1985) was mainly technology driven. Designers used almost exclusively analog signal processing concepts for the recall mode. Learning was deemed not to cause a problem because the number of implementable synapses was still so low that the determination of weights and thresholds could be left to conventional computers. Instead, designers tried to directly map neural parallelity into hardware. The architectural concepts were accordingly simple and produced the so- called interconnection problem which, in turn, made many engineers believe it could be solved by optical implementation in adequate fashion only. Furthermore, the inherent fault-tolerance and limited computation accuracy of neural networks were claimed to justify that little effort is to be spend on careful design, but most effort be put on technology issues. As a result, it was almost impossible to predict whether an electronic neural network would function in the way it was simulated to do. This limited the use of the first neuro-chips for further experimentation, not to mention that real-world applications called for much more synapses than could be implemented
出版日期Book 1991
關(guān)鍵詞Processing; Signal; VLSI; analog; analog signal processing; computer; network; networks; neural networks; sig
版次1
doihttps://doi.org/10.1007/978-1-4615-3994-0
isbn_softcover978-1-4613-6785-7
isbn_ebook978-1-4615-3994-0Series ISSN 0893-3405
issn_series 0893-3405
copyrightSpringer Science+Business Media Dordrecht 1991
The information of publication is updating

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