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- W4360607288 abstract "This paper presents a 2-to-8-b scalable digital SRAM-based CIM macro that is co-designed with a multiply-less neural-network (NN) design methodology and incorporates dynamic-logic-based approximate circuits for vector-vector operations. Digital CIMs enable high throughput and reliable matrix-vector multiplications (MVMs); however, digital CIMs face three major challenges to obtain further aggressive gains over conventional digital architectures: (1) prior digital CIMs exploiting approximate computation suffer from accuracy degradation [1]; (2) digital [2] and, as [3] predicted, mixed-signal CIMs [4], suffer from quadratic energy scaling with improving operand precision; (3) the tight and regular memory layout prevent <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>s</sup> CIMs from leveraging unstructured bit-level statistics." @default.
- W4360607288 created "2023-03-24" @default.
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- W4360607288 date "2023-02-19" @default.
- W4360607288 modified "2023-10-14" @default.
- W4360607288 title "7.3 A 28nm 38-to-102-TOPS/W 8b Multiply-Less Approximate Digital SRAM Compute-In-Memory Macro for Neural-Network Inference" @default.
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- W4360607288 doi "https://doi.org/10.1109/isscc42615.2023.10067305" @default.
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