44 citations · 241 across the 27 of their papers we have counts for
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cs.NE2021
Compact Multi-level Sparse Neural Networks with Input Independent Dynamic Rerouting
Minghai Qin, Tianyun Zhang, Fei Sun +4
Deep neural networks (DNNs) have shown to provide superb performance in many real life applications, but their large computation cost and storage requirement have prevented them fr…
cs.NE2020★ 3 cited
Non-Volatile Memory Array Based Quantization- and Noise-Resilient LSTM Neural Networks
Wen Ma, Pi-Feng Chiu, Won Ho Choi +3
In cloud and edge computing models, it is important that compute devices at the edge be as power efficient as possible. Long short-term memory (LSTM) neural networks have been wide…