A 0.5 /spl mu/m CMOS CNN analog random access memory chip for massive image processing

R. Carmona, S. Espejo, R. Domínguez-Castro, A. Rodriguez-Vazque., T. Roska, T. Kozek, L. Chua
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引用次数: 19

Abstract

An analog RAM has been designed to act as a cache memory for a CNN Universal Machine. Hence, all the non-standard chips are available for the CNN Chipset architecture. Time-multiplexed analog routines in the CNN processor require fast and efficient short-time signal storage in an analog buffer. This can be achieved by an extended sample and hold scheme able to address every sample to specific memory locations. Several arrays of capacitors are multiplexed sharing controlling circuitry and I/O buses. The design has the following key parameters: 637 analog memory cells/mm/sup 2/ with 0.4% accuracy, 100 ns access time and 170 ms storage time (within 1% error).
一种用于大规模图像处理的0.5 /spl μ m CMOS CNN模拟随机存取存储器芯片
模拟RAM被设计为CNN通用机的缓存存储器。因此,所有非标准芯片都可用于CNN芯片组架构。CNN处理器中的时间复用模拟例程要求在模拟缓冲区中快速有效地存储短时间信号。这可以通过扩展样本和保持方案来实现,该方案能够将每个样本定位到特定的内存位置。几个电容器阵列是多路复用的,共享控制电路和I/O总线。该设计具有以下关键参数:637个模拟存储器单元/mm/sup 2/,精度为0.4%,访问时间为100 ns,存储时间为170 ms(误差在1%以内)。
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