A 481pJ/decision 3.4M decision/s Multifunctional Deep In-memory Inference Processor using Standard 6T SRAM Array
نویسندگان
چکیده
This paper describes a multi-functional deep in-memory processor for inference applications. Deep inmemory processing is achieved by embedding pitch-matched low-SNR analog processing into a standard 6T 16KB SRAM array in 65 nm CMOS. Four applications are demonstrated. The prototype achieves up to 5.6X (9.7X estimated for multi-bank scenario) energy savings with negligible (≤1%) accuracy degradation in all four applications as compared to the conventional architecture. ar X iv :1 61 0. 07 50 1v 1 [ cs .A R ] 2 4 O ct 2 01 6
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ورودعنوان ژورنال:
- CoRR
دوره abs/1610.07501 شماره
صفحات -
تاریخ انتشار 2016