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Asynchronous event redirecting in bio-inspired communication

机译:生物启发式通信中的异步事件重定向

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The paper presents the FPGA implementation of a programmable asynchronous digital circuit (henceforth called AE-map) that remaps 'address events'. Address event representation (AER) is an event driven communication protocol originally used in VLSI implementations of neural networks to transfer action potentials (neural voltage pulses) between neurons. More generally speaking it is suited to transmit a number of analog values that are coded in frequency of events over an asynchronous digital bus. The AE-map allows one to redirect such events between an AE sender and an AE receiver, thereby for instance programming the connection scheme of a neural network. Earlier approaches for redirecting AEs have used digital synchronous devices such as DSPs or microcontrollers. The simpler and more dedicated asynchronous solution presented here is more energy efficient, does not impose a discretization on the time axis and achieves a much faster throughput. In the present implementation AEs (9 bit input, 7 bit output) can be processed at intervals of less than 84 ns per output AE.
机译:本文介绍了可编程异步数字电路(以下称为AE映射)的FPGA实现,该电路可重新映射“地址事件”。地址事件表示(AER)是一种事件驱动的通信协议,最初用于神经网络的VLSI实现中,以在神经元之间传递动作电位(神经电压脉冲)。更一般而言,它适合于通过异步数字总线传输按事件频率编码的多个模拟值。 AE映射允许人们在AE发送器和AE接收器之间重定向此类事件,从而例如对神经网络的连接方案进行编程。重定向AE的早期方法已经使用了数字同步设备,例如DSP或微控制器。这里介绍的更简单,更专用的异步解决方案具有更高的能源效率,并且不会在时间轴上施加离散化,并且实现了更快的吞吐率。在本实现中,可以以小于每个输出AE 84 ns的间隔来处理AE(9位输入,7位输出)。

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