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Comparison of Spike Encoding Schemes in Asynchronous Vision Sensors: Modeling and Design

机译:异步视觉传感器中尖峰编码方案的比较:建模与设计

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Two in-pixel encoding mechanisms to convert analog input to spike output for vision sensors are modeled and compared with the consideration of feedback delay: one is feedback and reset (FAR), and the other is feedback and subtract (FAS). MATLAB simulations of linear signal reconstruction from spike trains generated by the two encoders show that FAR in general has a lower signal-to-distortion ratio (SDR) compared to FAS due to signal loss during the reset phase and hold period, and the SDR merit of FAS increases as the quantization bit number and input signal frequency increases. A 500 μm~2 in-pixel circuit implementation of FAS using asynchronous switched capacitors in a UMC 0.18μm 1P6M process is described, and the post-layout simulation results are given to verify the FAS encoding mechanism.
机译:将模拟输入转换为视觉传感器的尖峰输出的两个像素编码机制,并与反馈延迟的考虑相比:一个是反馈和复位(远),另一个是反馈和减去(FAS)。 来自两个编码器产生的尖峰列车的MATLAB模拟,两者产生的尖峰列表显示,由于复位相位和保持期间的信号丢失,与FAS相比,与FA相比,与FA相比,与FAS相比,与FAS相比,与SDR功绩相比 随着量化比特数和输入信号频率的增加,FAS增加。 描述了使用UMC0.18μm1p6m工艺中的异步开关电容器使用异步开关电容的500μm〜2的电路电路实现,并给出了后布局模拟结果来验证FAS编码机制。

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