Mirage: An RNS-Based Photonic Accelerator for DNN TrainingInternational Symposium on Computer Architecture (ISCA), 2023 |
SWAP: Sparse Entropic Wasserstein Regression for Robust Network PruningInternational Conference on Learning Representations (ICLR), 2023 |
A Blueprint for Precise and Fault-Tolerant Analog Neural NetworksNature Communications (Nat. Commun.), 2023 |
F8Net: Fixed-Point 8-bit Only Multiplication for Network QuantizationInternational Conference on Learning Representations (ICLR), 2022 |