Tiny but accurate: A pruned, quantized and optimized memristor crossbar framework for ultra efficient dnn implementation

X Ma, G Yuan, S Lin, C Ding, F Yu, T Liu… - 2020 25th Asia and …, 2020 - ieeexplore.ieee.org
The memristor crossbar array has emerged as an intrinsically suitable matrix computation
and low-power acceleration framework for DNN applications. Many techniques such as …

Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation

X Ma, G Yuan, S Lin, C Ding, F Yu, T Liu… - arXiv preprint arXiv …, 2019 - arxiv.org
The state-of-art DNN structures involve intensive computation and high memory storage. To
mitigate the challenges, the memristor crossbar array has emerged as an intrinsically …

Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation

X Ma, G Yuan, S Lin, C Ding, F Yu, T Liu… - arXiv e …, 2019 - ui.adsabs.harvard.edu
The state-of-art DNN structures involve intensive computation and high memory storage. To
mitigate the challenges, the memristor crossbar array has emerged as an intrinsically …

Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation

X Ma, G Yuan, S Lin, C Ding, F Yu, T Liu… - Proceedings of the 25th …, 2020 - dl.acm.org
The memristor crossbar array has emerged as an intrinsically suitable matrix computation
and low-power acceleration framework for DNN applications. Many techniques such as …

Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation

X Ma, G Yuan, S Lin, C Ding, F Yu, T Liu… - 2020 25th Asia and …, 2020 - par.nsf.gov
The memristor crossbar array has emerged as an intrinsically suitable matrix computation
and low-power acceleration framework for DNN applications. Many techniques such as …

[PDF][PDF] Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation

X Ma, G Yuan, S Lin, C Ding, F Yu, T Liu, W Wen… - csuncle.com
The memristor crossbar array has emerged as an intrinsically suitable matrix computation
and low-power acceleration framework for DNN applications. Many techniques such as …

[PDF][PDF] Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation

X Ma, G Yuan, S Lin, C Ding, F Yu, T Liu, W Wen… - csuncle.com
The memristor crossbar array has emerged as an intrinsically suitable matrix computation
and low-power acceleration framework for DNN applications. Many techniques such as …