Chunhua Deng

GoSPA: An Energy-efficient High-performance Globally Optimized SParse Convolutional Neural Network Accelerator

Chunhua Deng, Yang Sui, Siyu Liao et al. · 2021 · 69 citations

Explicit Intersection, Convolutional Neural Network, Engineering +14

TIE

Chunhua Deng, Fangxuan Sun, Xuehai Qian et al. · 2019 · 52 citations

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +11

PermCNN: Energy-Efficient Convolutional Neural Network Hardware Architecture With Permuted Diagonal Structure

Chunhua Deng, Siyu Liao, Bo Yuan · IEEE Transactions on Computers · 2020 · 22 citations

Artificial Intelligence, Engineering, Machine Learning +16

HAML-SSD: A Hardware Accelerated Hotness-Aware Machine Learning based SSD Management

Bingzhe Li, Chunhua Deng, Jinfeng Yang et al. · 2019 · 17 citations

Cluster Computing, Solid State Drive, Engineering +23

Compressing Deep Neural Networks Using Toeplitz Matrix: Algorithm Design and Fpga Implementation

Siyu Liao, Ashkan Samiee, Chunhua Deng et al. · 2019 · 16 citations

Deep Neural Networks, Fpga Implementation, Machine Learning +15