E-PUR: An energy-efficient processing unit for recurrent neural networks F Silfa, G Dot, JM Arnau, A Gonzàlez Proceedings of the 27th International Conference on Parallel Architectures …, 2018 | 42 | 2018 |
Neuron-level fuzzy memoization in RNNs F Silfa, G Dot, JM Arnau, A Gonzàlez Proceedings of the 52nd Annual IEEE/ACM International Symposium on …, 2019 | 15 | 2019 |
E-BATCH: Energy-efficient and high-throughput RNN batching F Silfa, JM Arnau, A González ACM Transactions on Architecture and Code Optimization (TACO) 19 (1), 1-23, 2022 | 12 | 2022 |
A multi-functional penta-needle thermo-dielectric sensor for porous media sensing W Sheng, K Rumana, M Sakai, F Silfa, SB Jones IEEE Sensors Journal 16 (10), 3670-3678, 2016 | 11 | 2016 |
Boosting lstm performance through dynamic precision selection F Silfa, JM Arnau, A González 2020 IEEE 27th International Conference on High Performance Computing, Data …, 2020 | 4 | 2020 |
Saving RNN Computations with a Neuron-Level Fuzzy Memoization Scheme F Silfa, JM Arnau, A González arXiv preprint arXiv:2202.06563, 2022 | 1 | 2022 |
ReuseSense: With Great Reuse Comes Greater Efficiency; Effectively Employing Computation Reuse on General-Purpose CPUs NN GS, M Ordoñez, L Hari, F Silfa, A González arXiv preprint arXiv:2311.10487, 2023 | | 2023 |
ReuseSense: With Great Reuse Comes Greater Efficiency; Effectively Employing Computation Reuse on General-Purpose CPUs N Narayana GS, M Ordoñez, L Hari, F Silfa, A González arXiv e-prints, arXiv: 2311.10487, 2023 | | 2023 |
Exploiting Kernel Compression on BNNs F Silfa, JM Arnau, A González 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023 | | 2023 |
Energy-efficient architectures for recurrent neural networks F Silfa Universitat Politècnica de Catalunya, 2021 | | 2021 |