400 citations · 400 across the 3 of their papers we have counts for
3 papers
cs.CV2025
FAR: Function-preserving Attention Replacement for IMC-friendly Inference
Yuxin Ren, Maxwell D Collins, Miao Hu +1
While transformers dominate modern vision and language models, their attention mechanism remains poorly suited for in-memory computing (IMC) devices due to intensive activation-to-…
cs.AR2024
Multi-diseases detection with memristive system on chip
Zihan Wang, Daniel W. Yang, Zerui Liu +5
This study presents the first implementation of multilayer neural networks on a memristor/CMOS integrated system on chip (SoC) to simultaneously detect multiple diseases. To overco…
cs.ET2018★ 400 cited
Long short-term memory networks in memristor crossbars
Can Li, Zhongrui Wang, Mingyi Rao +14
Recent breakthroughs in recurrent deep neural networks with long short-term memory (LSTM) units has led to major advances in artificial intelligence. State-of-the-art LSTM models w…