2022 IEEE 40th International Conference on Computer Design (ICCD)

SOMALib: Library of Exact and Approximate Activation Functions for Hardware-efficient Neural Network Accelerators

H C Prashanth, Madhav Rao · 2022 · 27 citations

Engineering, Computer Engineering, Computer Science +17

On the Design of Quantum Graph Convolutional Neural Network in the NISQ-Era and Beyond

Zhirui Hu, Jinyang Li, Zhenyu Pan et al. · 2022 · 27 citations

Computing, Computer Science, Machine Learning +16

RelHD: A Graph-based Learning on FeFET with Hyperdimensional Computing

Jaeyoung Kang, Minxuan Zhou, Abhinav Bhansali et al. · 2022 · 23 citations

Computing, Computer Engineering, Computer Science +16

FSA: An Efficient Fault-tolerant Systolic Array-based DNN Accelerator Architecture

Yingnan Zhao, Ke Wang, Ahmed Louri · 2022 · 20 citations

Engineering, Computer Engineering, Computer Science +17

Towards Sparsification of Graph Neural Networks

Hongwu Peng, Deniz Gurevin, Shaoyi Huang et al. · 2022 · 19 citations

Computing, Computer Science, Computer Vision +15