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A MODULAR STRUCTURE BASED BP NEURAL NETWORK AND ITS APPLICATION
基于模块电路结构的BP神经网络及其应用研究

Keywords: Neural network,Modular structure,Coding and decoding,Two-dimensional image recognition
神经网络
,模块结构,编解码,二维图像识别

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Abstract:

This paper presents a hardware implementation approach for realizing simple BP (Backward Propagation) neural network. The full current-mode analog circuits are used to form neuron modules, and a simple BP network is build using basic modules. This network has the property of on-chip learning and on-chip weight storing, and it can be used for coding, decoding and two-dimensional image recognition. Simuiation results with PSPICE and high-level languages are given.

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