Erik S. Skibinsky-Gitlin

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 9

Top Topics

Highly Optimized

Reservoir Computing

Hardware Implementation

Mathematical Morphology

Top Venues

IEEE J. Emerg. Sel. Topics Circuits Syst.

IEEE Trans. Neural Networks Learn. Syst.

Publications

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) (2023)
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) (2023)
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)
Randy Lozada, Jorge Ruiz, Manuel L. González, 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)
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)
Alejandro Morán, Vincent Canals, Plamen P. Angelov, Christian 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)
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) (2020)
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)
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)