A 194.6-TOPS/W Pipelined All Current Domain Mixed Signal Compute in Memory in 28nm CMOS https://sscs.ieee.org/wp-content/themes/movedo/images/empty/thumbnail.jpg 150 150 https://secure.gravatar.com/avatar/8fcdccb598784519a6037b6f80b02dee03caa773fc8d223c13bfce179d70f915?s=96&d=mm&r=g
Abstract:
Mixed-signal CIM faces bit-cell nonlinearity, poor linearity at high frequency, and throughput limits. We present a hybrid pipelined current-domain MS-CIM macro featuring Bit-Cell Matched Linearization Interface (BMLI) and Loop-unrolled SAR ADC fabricated in 28 nm CMOS. A 256×256 SRAM array with 8-bit inputs, 8-bit weights achieve 10.16 TOPS peak throughput, 194.59 TOPS/W compute …