一种用于信号处理的混合数模神经协处理器的设计

Proceedings of EUROMICRO 96. 22nd Euromicro Conference. Beyond 2000: Hardware and Software Design Strategies Pub Date : 1996-09-02 DOI:10.1109/EURMIC.1996.546477

A. Romariz, P. Ferreira, J. Campêlo, M. L. Graciano, J. C. Costa

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引用次数: 4

摘要

提出了一种神经协同处理的混合结构。一组固定的模拟乘法器和电容(模拟存储器)通过数字控制的多路复用来模拟多层感知器。因此，在不直接模拟实现整个结构的情况下，部分地保留了并行性。给出了系统VLSI实现的细节，并给出了仿真结果和性能估计。

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Design of a hybrid digital-analog neural co-processor for signal processing

A hybrid architecture for neural coprocessing is presented. A fixed set of analog multipliers and capacitors (analog memory) emulates multilayer perceptrons through digitally-controlled multiplexing. Thus parallelism is partially preserved without direct analog implementation of the whole structure. Details of system VLSI implementation are given, along with simulation results and performance estimation.

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来源期刊

Proceedings of EUROMICRO 96. 22nd Euromicro Conference. Beyond 2000: Hardware and Software Design Strategies

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