Kailash Gopalakrishnan

Training Deep Neural Networks with 8-bit Floating Point Numbers

Naigang Wang, Jungwook Choi, Daniël Brand et al. · arXiv (Cornell University) · 2018 · 205 citations · Full text

Convolutional Neural Network, Deep Neural Networks, Hardware Training Platforms +12

Accurate and Efficient 2-bit Quantized Neural Networks

Jungwook Choi, Swagath Venkataramani, Vijayalakshmi Srinivasan et al. · Proceedings of Machine Learning and Systems · 2019 · 108 citations

Engineering, Quantum Computing, Sparse Neural Network +3

A Scalable Multi- TeraOPS Deep Learning Processor Core for AI Trainina and Inference

Bruce Fleischer, Sunil Shukla, Matthew M. Ziegler et al. · 2018 · 99 citations

Artificial Intelligence, Multi-tops Ai Core, Machine Learning +17

Ultra-Low Precision 4-bit Training of Deep Neural Networks

Xiao Sun, Naigang Wang, Chia‐Yu Chen et al. · Neural Information Processing Systems · 2020 · 94 citations

Convolutional Neural Network, Deep Neural Networks, Engineering +5

Exploiting approximate computing for deep learning acceleration

Chia‐Yu Chen, Jungwook Choi, Kailash Gopalakrishnan et al. · 2018 · 61 citations

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +13