A 40 nm Buffer-Free 7T-SRAM Analog Charge-Domain CIM Macro
A 40 nm Buffer-Free 7T-SRAM Analog Charge-Domain CIM Macro With Merging Timing Based On Time-Row Division Strategy
Abstract:
Computing-in-memory (CIM) macros based on static random access memory (SRAM) are meant to increase capacity while improving energy efficiency and reducing com-puting latency. However, traditional analog designs still face several key challenges, including long computing latency from separated computing phases, negative voltage fluctuations from massive parallel computing, and low bitcell density from addi-tional transistors and capacitors for multiplication. On the other hand, only time-aligned inputs are supported in the works. To overcome the above challenges, this work proposes a buffer-free 7T-SRAM charge-domain CIM macro. It has four key features: 1) a compact 7T SRAM bitcell structure for high-energy efficiency; 2) a configurable input unit to support different sizes of input activations; 3) a time-row division (RD) strategy to support real-time processing and alleviate negative voltage fluctuations; and 4) a merging timing to conceal the input phase for high throughput. The fabricated 512-Kb SRAM-CIM macro in 40 nm achieves 79.3–290.4 Tops/W at 4-bit precision.
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A 40 nm Buffer-Free 7T-SRAM Analog Charge-Domain CIM Macro With Merging Timing Based On Time-Row Division Strategy
