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cs.ET2022★ 12 cited
Fully-Binarized, Parallel, RRAM-based Computing Primitive for In-Memory Similarity Search
Sandeep Kaur Kingra, Vivek Parmar, Deepak Verma +5
In this work, we propose a fully-binarized XOR-based IMSS (In-Memory Similarity Search) using RRAM (Resistive Random Access Memory) arrays. XOR (Exclusive OR) operation is realized…
cs.ET2022★ 3 cited
Time-multiplexed In-memory computation scheme for mapping Quantized Neural Networks on hybrid CMOS-OxRAM building blocks
Sandeep Kaur Kingra, Vivek Parmar, Manoj Sharma +1
In this work, we experimentally demonstrate two key building blocks for realizing Binary/Ternary Neural Networks (BNNs/TNNs): (i) 130 nm CMOS based sigmoidal neurons and (ii) HfOx…