Vijayalakshmi Srinivasan

Hybrid 8-bit Floating Point (HFP8) Training and Inference for Deep Neural Networks

Xiao Sun, Jungwook Choi, Chia Yu Chen et al. · Neural Information Processing Systems · 2019 · 134 citations

Computing, Computer Engineering, Computer Science +15

Accurate and Efficient 2-bit Quantized Neural Networks

Jungwook Choi, Swagath Venkataramani, Vijayalakshmi Srinivasan et al. · Proceedings of Machine Learning and Systems · 2019 · 109 citations

Computing, Computer Engineering, Computer Science +11

Approximate computing: Challenges and opportunities

Ankur Agrawal, Zehra Sura, Jungwook Choi et al. · 2016 · 101 citations

Computing, Computer Engineering, Computer Science +13

Programming with relaxed synchronization

Lakshminarayanan Renganarayana, Vijayalakshmi Srinivasan, Ravi Nair et al. · 2012 · 79 citations

Computing, Computer Engineering, Computer Science +17

Compensated-DNN

Shubham Jain, Swagath Venkataramani, Vijayalakshmi Srinivasan et al. · 2018 · 43 citations

Computing, Computer Engineering, Computer Science +17