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Christiam F. Frasser
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2020 – today
- 2023
- [j5]Josep L. Rosselló
, Joan Font-Rosselló
Highly Optimized Hardware Morphological Neural Network Through Stochastic Computing and Tropical Pruning. IEEE J. Emerg. Sel. Topics Circuits Syst. 13(1): 249-256 (2023) - [j4]Christiam F. Frasser
Fully Parallel Stochastic Computing Hardware Implementation of Convolutional Neural Networks for Edge Computing Applications. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10408-10418 (2023) - [c6]Christiam F. Frasser, Alejandro Morán
Approximate arithmetic aware training for stochastic computing neural networks. DCIS 2023: 1-6 - 2022
- [c5]Erik S. Skibinsky-Gitlin, Joan Font-Rosselló
Improving efficiency of a Stochastic Computing-based Morphological Neural Network. DCIS 2022: 1-6 - [c4]Josep L. Rosselló, Joan Font-Rosselló
Hardware Implementation of Stochastic Computing-based Morphological Neural Systems. ISCAS 2022: 356-360 - 2021
- [c3]Christiam F. Frasser, Pablo Linares-Serrano, Alejandro Morán
Exploiting Correlation in Stochastic Computing based Deep Neural Networks. DCIS 2021: 1-6 - [c2]Alejandro Morán
Stochastic Computing co-processing elements for Evolving Autonomous Data Partitioning. DCIS 2021: 1-6 - 2020
- [j3]Miquel L. Alomar, Erik S. Skibinsky-Gitlin
Efficient parallel implementation of reservoir computing systems. Neural Comput. Appl. 32(7): 2299-2313 (2020) - [j2]Alejandro Morán
Energy-Efficient Pattern Recognition Hardware With Elementary Cellular Automata. IEEE Trans. Computers 69(3): 392-401 (2020) - [i3]Christiam F. Frasser, Carola de Benito, Vincent Canals, Miquel Roca, Pedro J. Ballester
Stochastic-based Neural Network hardware acceleration for an efficient ligand-based virtual screening. CoRR abs/2006.02505 (2020) - [i2]Christiam F. Frasser, Pablo Linares-Serrano, Vicent Canals, Miquel Roca, Teresa Serrano-Gotarredona, Josep L. Rosselló:
Fully-parallel Convolutional Neural Network Hardware. CoRR abs/2006.12439 (2020)
2010 – 2019
- 2018
- [c1]Erik S. Skibinsky-Gitlin, Miquel L. Alomar, Christiam F. Frasser, Vincent Canals, Eugeni Isern
Cyclic Reservoir Computing with FPGA Devices for Efficient Channel Equalization. ICAISC (1) 2018: 226-234 - [i1]Alejandro Morán, Christiam F. Frasser, Josep L. Rosselló:
Reservoir Computing Hardware with Cellular Automata. CoRR abs/1806.04932 (2018) - 2017
- [j1]Vicent Canals, Christiam F. Frasser, Miquel L. Alomar, Antoni Morro, Antoni Oliver
Noise tolerant probabilistic logic for statistical pattern recognition applications. Integr. Comput. Aided Eng. 24(4): 351-365 (2017)
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