Neural Network Quantization for Efficient Inference: A Survey O Weng arXiv preprint arXiv:2112.06126, 2021 | 32 | 2021 |
Open-source FPGA-ML codesign for the MLPerf Tiny Benchmark H Borras, G Di Guglielmo, J Duarte, N Ghielmetti, B Hawks, S Hauck, ... arXiv preprint arXiv:2206.11791, 2022 | 18 | 2022 |
Tailor: Altering Skip Connections for Resource-Efficient Inference O Weng, G Marcano, V Loncar, A Khodamoradi, N Sheybani, A Meza, ... ACM Transactions on Reconfigurable Technology and Systems 17 (1), 1-23, 2024 | 7 | 2024 |
Turn on, Tune in, Listen up: Maximizing Side-Channel Recovery in Time-to-Digital Converters C Drewes, O Weng, K Ryan, B Hunter, C McCarty, R Kastner, ... Proceedings of the 2023 ACM/SIGDA International Symposium on Field …, 2023 | 7 | 2023 |
Architectural Implications of Neural Network Inference for High Data-Rate, Low-Latency Scientific Applications O Weng, A Redding, N Tran, JM Duarte, R Kastner arXiv preprint arXiv:2403.08980, 2024 | 3 | 2024 |
Pentimento: Data remanence in cloud FPGAs C Drewes, O Weng, A Meza, A Althoff, D Kohlbrenner, R Kastner, ... Proceedings of the 29th ACM International Conference on Architectural …, 2024 | 1 | 2024 |
FKeras: A Sensitivity Analysis Tool for Edge Neural Networks O Weng, A Meza, Q Bock, B Hawks, J Campos, N Tran, JM Duarte, ... Journal on Autonomous Transportation Systems, 2024 | 1 | 2024 |
Evaluating Achievable Latency and Cost: SSD Latency Predictors O Weng, AA Chien | 1 | 2020 |
Reliable edge machine learning hardware for scientific applications T Baldi, J Campos, B Hawks, J Ngadiuba, N Tran, D Diaz, J Duarte, ... 2024 IEEE 42nd VLSI Test Symposium (VTS), 1-5, 2024 | | 2024 |
FKeras: A Fault Tolerance Library for Keras O Weng, A Meza, JM Duarte, N Tran, R Kastner Flat Optics: Components to Systems, JTu4A. 40, 2023 | | 2023 |
Adapting Skip Connections for Resource-Efficient FPGA Inference O Weng, G Marcano, V Loncar, A Khodamoradi, N Sheybani, ... Proceedings of the 2023 ACM/SIGDA International Symposium on Field …, 2023 | | 2023 |
A Tunable Dual-Edge Time-to-Digital Converter C Drewes, S Harris, W Wang, R Appen, O Weng, R Kastner, W Hunter, ... 2021 IEEE 29th Annual International Symposium on Field-Programmable Custom …, 2021 | | 2021 |
Hardware-efficient Residual Networks for FPGAs O Weng, A Khodamoradi, R Kastner arXiv preprint arXiv:2102.01351, 2021 | | 2021 |
Design Space Exploration For Machine Learning Architectures M Barrow, O Weng, R Kastner | | 2021 |
Turn on, Tune in, Listen up: Maximizing Side-Channel Recovery in Cross-Platform Time-to-Digital Converters C Drewes, T Sheaves, O Weng, K Ryan, B Hunter, C McCarty, R Kastner, ... ACM Transactions on Reconfigurable Technology and Systems, 0 | | |