ULEEN: A Novel Architecture for Ultra-low-energy Edge Neural Networks Z Susskind, A Arora, IDS Miranda, ATL Bacellar, LAQ Villon, ... ACM Transactions on Architecture and Code Optimization 20 (4), 1-24, 2023 | 4 | 2023 |
Pruning weightless neural networks Z Susskind, ATL Bacellar, A Arora, LAQ Villon, R Mendanha, ... ESANN 2022 proceedings, 2022 | 4 | 2022 |
Fast Deep Neural Networks Convergence using a Weightless Neural Model. ATL Bacellar, BF Goldstein, V da Cruz Ferreira, L Santiago, PMV Lima, ... ESANN, 211-216, 2020 | 3 | 2020 |
Distributive Thermometer: A New Unary Encoding for Weightless Neural Networks. ATL Bacellar, Z Susskind, LAQ Villon, IDS Miranda, LS de Araújo, ... ESANN, 2022 | 2 | 2022 |
A conditional branch predictor based on weightless neural networks LAQ Villon, Z Susskind, ATL Bacellar, IDS Miranda, LS de Araújo, ... Neurocomputing 555, 126637, 2023 | 1 | 2023 |
A WiSARD-based conditional branch predictor LAQ Villon, Z Susskind, ATL Bacellar, IDS Miranda, LS de Araújo, ... ESANN 2022 proceedings, 2022 | 1 | 2022 |
An FPGA-Based Weightless Neural Network for Edge Network Intrusion Detection. Z Susskind, A Arora, ATL Bacellar, DLC Dutra, IDS Miranda, M Breternitz, ... FPGA, 232, 2023 | | 2023 |
Differentiable Weightless Neural Networks ATL Bacellar, Z Susskind, M Breternitz Jr, E John, LK John, PMV Lima, ... Forty-first International Conference on Machine Learning, 0 | | |
Soon Filter: Advancing Feed-Forward Neural Architectures for Inference at the Edge ATL Bacellar, Z Susskind, M Breternitz Jr, LK John, FMG França, ... | | |