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20192023
most citedSupported-BinaryNet: Bitcell Array-based Weight Supports for Dynamic Accuracy-Latency Trade-offs in SRAM-based Binarized Neural Network

2 citations · 2 across the 5 of their papers we have counts for

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cs.AR2023

Memory-Immersed Collaborative Digitization for Area-Efficient Compute-in-Memory Deep Learning

Shamma Nasrin, Maeesha Binte Hashem, Nastaran Darabi +4

This work discusses memory-immersed collaborative digitization among compute-in-memory (CiM) arrays to minimize the area overheads of a conventional analog-to-digital converter (AD…

cs.AR2021

MF-Net: Compute-In-Memory SRAM for Multibit Precision Inference using Memory-immersed Data Conversion and Multiplication-free Operators

Shamma Nasrin, Diaa Badawi, Ahmet Enis Cetin +2

We propose a co-design approach for compute-in-memory inference for deep neural networks (DNN). We use multiplication-free function approximators based on ell_1 norm along with a c…