| Energy-efficient pattern recognition hardware with elementary cellular automata A Morán, CF Frasser, M Roca, JL Rosselló IEEE Transactions on Computers 69 (3), 392-401, 2019 | 31 | 2019 |
| Efficient parallel implementation of reservoir computing systems ML Alomar, ES Skibinsky-Gitlin, CF Frasser, V Canals, E Isern, M Roca, ... Neural Computing and Applications 32, 2299-2313, 2020 | 28 | 2020 |
| Fully parallel stochastic computing hardware implementation of convolutional neural networks for edge computing applications CF Frasser, P Linares-Serrano, ID de los Ríos, A Morán, ... IEEE Transactions on Neural Networks and Learning Systems 34 (12), 10408-10418, 2022 | 22 | 2022 |
| Hardware-optimized reservoir computing system for edge intelligence applications A Morán, V Canals, F Galan-Prado, CF Frasser, D Radhakrishnan, ... Cognitive Computation, 1-9, 2023 | 18 | 2023 |
| Cyclic reservoir computing with FPGA devices for efficient channel equalization ES Skibinsky-Gitlin, ML Alomar, CF Frasser, V Canals, E Isern, M Roca, ... Artificial Intelligence and Soft Computing: 17th International Conference …, 2018 | 9 | 2018 |
| Optimal stochastic computing randomization CF Frasser, M Roca, JL Rossello Electronics 10 (23), 2985, 2021 | 6 | 2021 |
| Noise tolerant probabilistic logic for statistical pattern recognition applications V Canals, CF Frasser, ML Alomar, A Morro, A Oliver, M Roca, E Isern, ... Integrated Computer-Aided Engineering 24 (4), 351-365, 2017 | 6 | 2017 |
| Highly optimized hardware morphological neural network through stochastic computing and tropical pruning JL Rosselló, J Font-Rosselló, CF Frasser, A Morán, ES Skibinsky-Gitlin, ... IEEE Journal on Emerging and Selected Topics in Circuits and Systems 13 (1 …, 2022 | 5 | 2022 |
| Using stochastic computing for virtual screening acceleration CF Frasser, C de Benito, ES Skibinsky-Gitlin, V Canals, J Font-Rosselló, ... Electronics 10 (23), 2981, 2021 | 5 | 2021 |
| Exploiting correlation in stochastic computing based deep neural networks CF Frasser, P Linares-Serrano, A Morán, J Font-Rosselló, V Canals, ... 2021 XXXVI Conference on Design of Circuits and Integrated Systems (DCIS), 1-6, 2021 | 5 | 2021 |
| Hardware implementation of stochastic computing-based morphological neural systems JL Rosselló, J Font-Rosselló, CF Frasser, A Morán, ES Skibinsky-Gitlin, ... 2022 IEEE International Symposium on Circuits and Systems (ISCAS), 356-360, 2022 | 3 | 2022 |
| Stochastic computing co-processing elements for evolving autonomous data partitioning A Morán, V Canals, PP Angelov, CF Frasser, ES Skibinsky-Gitlin, J Font, ... 2021 XXXVI Conference on Design of Circuits and Integrated Systems (DCIS), 1-6, 2021 | 2 | 2021 |
| Fully-parallel convolutional neural network hardware CF Frasser, P Linares-Serrano, V Canals, M Roca, ... arXiv preprint arXiv:2006.12439, 2020 | 2 | 2020 |
| Fpga-based echo-state networks ES Skibinsky-Gitlin, ML Alomar, V Canals, CF Frasser, E Isern, ... International Conference on Time Series and Forecasting, 135-146, 2018 | 2 | 2018 |
| From Multipliers to Integrators: a Survey of Stochastic Computing Primitives S Liu, JL Rosselló, S Liu, X Tang, J Font-Rosselló, CF Frasser, W Qian, ... IEEE Transactions on Nanotechnology, 2024 | 1 | 2024 |
| Optimizing Artificial Neural Networks to Minimize Arithmetic Errors in Stochastic Computing Implementations CF Frasser, A Morán, V Canals, J Font, E Isern, M Roca, JL Rosselló Electronics 13 (14), 2846, 2024 | | 2024 |
| Approximate arithmetic aware training for stochastic computing neural networks CF Frasser, A Morán, V Canals, J Font, E Isern, M Roca, JL Rosselló 2023 38th Conference on Design of Circuits and Integrated Systems (DCIS), 1-6, 2023 | | 2023 |
| Stochastic Computing Applications to Artificial Neural Networks JL Rosselló, J Font-Rosselló, CF Frasser, A Morán, V Canals, M Roca Design and Applications of Emerging Computer Systems, 303-330, 2023 | | 2023 |
| Improving efficiency of a Stochastic Computing-based Morphological Neural Network ES Skibinsky-Gitlin, J Font-Rosselló, CF Frasser, A Morán, V Canals, ... 2022 37th Conference on Design of Circuits and Integrated Circuits (DCIS), 01-06, 2022 | | 2022 |
| Stochastic-based Neural Network hardware acceleration for an efficient ligand-based virtual screening JLR Christian F. Frasser, Carola de Benito, Vincent Canals, Miquel Roca ... Arxiv, 2020 | | 2020 |
Josep L. RosselloCatedrático de Universidad, IAIB, Universitat de les Illes Balears, EspañaVerified email at uib.es
