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Electronic circuit, in particular capable of implementing a neural network, and neural system

机译:电子电路,特别是能够实现神经网络和神经系统

摘要

An implementation of neural networks on silicon for the processing of various signals comprises multidimensional signals such as images. The efficient implementation on silicon of a complete processing chain for the signal via the approach using neural networks is provided. The circuit comprises at least: a series of neuro-blocks grouped together in branches composed of a group of neuro-blocks and a broadcasting bus, the neuro-blocks connected to the broadcasting bus; a routing unit connected to the broadcasting bus of the branches, carrying out the routing and broadcasting of data to and from the branches; a transformation module connected to the routing unit via an internal bus and designed to be connected at the input of the circuit to an external databus, the module carrying out the transformation of input data into serial coded data. The processing operations internal to the circuit are carried out according to a serial communications protocol.
机译:用于处理各种信号的硅上神经网络的实现包括诸如图像的多维信号。提供了通过使用神经网络的方法对信号的完整处理链的硅的有效实现。该电路至少包括:一系列神经块,在由一组神经块和广播总线组成的分支中,连接到广播总线的神经块;连接到分支的广播总线的路由单元,执行往和从分支的路由和广播数据;经由内部总线连接到路由单元的变换模块,并设计成在电路的输入端连接到外部数据集,该模块将输入数据的变换转换为串行编码数据。电路内部的处理操作根据串行通信协议执行。

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