77 citations · 77 across the 2 of their papers we have counts for
2 papers
cs.NE2022
Exact Gradient Computation for Spiking Neural Networks Through Forward Propagation
Jane H. Lee, Saeid Haghighatshoar, Amin Karbasi
Spiking neural networks (SNN) have recently emerged as alternatives to traditional neural networks, owing to energy efficiency benefits and capacity to better capture biological ne…
stat.ML2019★ 77 cited
A Group-Theoretic Framework for Data Augmentation
Shuxiao Chen, Edgar Dobriban, Jane H Lee
Data augmentation is a widely used trick when training deep neural networks: in addition to the original data, properly transformed data are also added to the training set. However…