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ORCIDErik S. Skibinsky-Gitlin
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Journal Articles
- 2023
[j3]Josep L. Rosselló
, Joan Font-Rosselló, Christiam F. Frasser, Alejandro Morán, Erik S. Skibinsky-Gitlin, Vincent Canals, Miquel Roca:
Highly Optimized Hardware Morphological Neural Network Through Stochastic Computing and Tropical Pruning. IEEE J. Emerg. Sel. Topics Circuits Syst. 13(1): 249-256 (2023)- [j2]Christiam F. Frasser, Pablo Linares-Serrano, Iván Díez de los Ríos, Alejandro Morán, Erik S. Skibinsky-Gitlin, Joan Font-Rosselló, Vincent Canals, Miquel Roca, Teresa Serrano-Gotarredona, Josep L. Rosselló:
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) - 2020
- [j1]Miquel L. Alomar, Erik S. Skibinsky-Gitlin, Christiam F. Frasser, Vincent Canals, Eugeni Isern, Miquel Roca, Josep L. Rosselló:
Efficient parallel implementation of reservoir computing systems. Neural Comput. Appl. 32(7): 2299-2313 (2020)
Conference and Workshop Papers
- 2024
- [c8]Manuel Luis González Hernandez, Jorge Ruiz, Lidia Andrés, Randy Lozada, Erik S. Skibinsky-Gitlin, Jorge Fernández, Javier Sedano, Ángel Miguel García-Vico:
Deep Learning Inference on Edge: A Preliminary Device Comparison. IDEAL (1) 2024: 265-276 - 2023
- [c7]Manuel Luis González Hernandez, Jorge Ruiz, Randy Lozada, Erik Sebastian Skibinsky Gitlin, Ángel Miguel García-Vico, Javier Sedano, José Ramón Villar:
FAS-CT: FPGA-Based Acceleration System with Continuous Training. FedCSIS (Communication Papers) 2023: 131-139 - 2022
- [c6]Erik S. Skibinsky-Gitlin, Joan Font-Rosselló, Christiam F. Frasser, Alejandro Morán, Vicens Canals, Miquel Roca, Josep L. Rosselló:
Improving efficiency of a Stochastic Computing-based Morphological Neural Network. DCIS 2022: 1-6 - [c5]Randy Lozada, Jorge Ruiz, Manuel Luis González Hernandez, Javier Sedano, José R. Villar, Ángel Miguel García-Vico, Erik S. Skibinsky-Gitlin:
Performance/Resources Comparison of Hardware Implementations on Fully Connected Network Inference. IDEAL 2022: 348-358 - [c4]Josep L. Rosselló, Joan Font-Rosselló, Christiam F. Frasser, Alejandro Morán, Erik S. Skibinsky-Gitlin, Vicent Canals, Miquel Roca:
Hardware Implementation of Stochastic Computing-based Morphological Neural Systems. ISCAS 2022: 356-360 - 2021
- [c3]Alejandro Morán, Vincent Canals, Plamen P. Angelov, Christiam F. Frasser, Erik S. Skibinsky-Gitlin, Joan Font, Eugeni Isern, Miquel Roca, Josep L. Rosselló:
Stochastic Computing co-processing elements for Evolving Autonomous Data Partitioning. DCIS 2021: 1-6 - 2018
- [c2]Erik S. Skibinsky-Gitlin, Miquel L. Alomar, Christiam F. Frasser, Vincent Canals, Eugeni Isern, Miquel Roca, Josep L. Rosselló:
Cyclic Reservoir Computing with FPGA Devices for Efficient Channel Equalization. ICAISC (1) 2018: 226-234 - [c1]Erik S. Skibinsky-Gitlin, Miquel L. Alomar, Eugeni Isern, Miquel Roca, Vincent Canals, Josep L. Rosselló:
Reservoir Computing Hardware for Time Series Forecasting. PATMOS 2018: 133-139
Coauthor Index
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