首页> 外文期刊>Journal of Neuroscience Methods >A FPGA real-time model of single and multiple visual cortex neurons.
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A FPGA real-time model of single and multiple visual cortex neurons.

机译:单个和多个视觉皮层神经元的FPGA实时模型。

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Using a biologically realistic model of a single neuron can be very beneficial for visual physiologists to test their electrophysiology setups, train students in the laboratory, or conduct classroom-teaching demonstrations. Here we present a Field Programmable Gate Array (FPGA)-based spiking model of visual cortex neurons, which has the ability to simulate three independent neurons and output analog spike waveform signals in four channels. To realistically simulate multi-electrode (tetrode) recordings, the independently generated spikes of each simulated neuron has a distinct waveform, and each channel outputs a differentially weighted sum of these waveforms. The model can be easily constructed from a small number of inexpensive commercially available parts, and is straightforward to operate. In response to sinewave grating stimuli, the neurons exhibit biologically realistic simple-cell-like response properties, including highly modulated Poisson spike trains, orientation selectivity, spatial/temporal frequency selectivity, and space-time receptive fields. Users can customize their model neurons by downloading modifications to the FPGA with varying parameter values, particularly desired features, or qualitatively different models of their own design. The source code and documentation are provided to enable users to modify or extend the model's functionality according to their individual needs.
机译:使用单个神经元的生物学现实模型对于视觉生理学家测试其电生理设置,在实验室训练学生或进行课堂教学演示非常有益。在这里,我们提出了一种基于现场可编程门阵列(FPGA)的视觉皮层神经元尖峰模型,该模型具有模拟三个独立神经元并在四个通道中输出模拟尖峰波形信号的能力。为了真实地模拟多电极(四极)记录,每个模拟神经元的独立生成的尖峰具有不同的波形,并且每个通道输出这些波形的差分加权和。该模型可以由少量廉价的市售零件轻松构建,并且易于操作。响应正弦波光栅刺激,神经元表现出生物学上现实的简单细胞样响应特性,包括高度调制的泊松尖峰序列,方向选择性,空间/时间频率选择性和时空接收场。用户可以通过将修改后的参数下载到FPGA中来自定义其模型神经元,这些参数值具有不同的参数值(尤其是所需的功能),或者其设计中的定性模型不同。提供了源代码和文档,以使用户能够根据他们的个人需求修改或扩展模型的功能。

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