Christiam F. Frasser

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 13

Top Topics

Reservoir Computing

Convolutional Neural Network

Hardware Implementation

Top Venues

IEEE J. Emerg. Sel. Topics Circuits Syst.

Integr. Comput. Aided Eng.

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)
Christiam F. Frasser, Alejandro Morán, Vincent Canals, Joan Font, Eugeni Isern, Miquel Roca, Josep L. Rosselló
Approximate arithmetic aware training for stochastic computing neural networks. DCIS (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)
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)
Christiam F. Frasser, Pablo Linares-Serrano, Alejandro Morán, Joan Font-Rosselló, Vicent Canals, Miquel Roca, Teresa Serrano-Gotarredona, Josep L. Rosselló
Exploiting Correlation in Stochastic Computing based Deep Neural Networks. 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)
Alejandro Morán, Christiam F. Frasser, Miquel Roca, Josep L. Rosselló
Energy-Efficient Pattern Recognition Hardware With Elementary Cellular Automata. IEEE Trans. Computers 69 (3) (2020)
Christiam F. Frasser, Carola de Benito, Vincent Canals, Miquel Roca, Pedro J. Ballester, Josep L. Rosselló
Stochastic-based Neural Network hardware acceleration for an efficient ligand-based virtual screening. CoRR (2020)
Christiam F. Frasser, Pablo Linares-Serrano, Vicent Canals, Miquel Roca, Teresa Serrano-Gotarredona, Josep L. Rosselló
Fully-parallel Convolutional Neural Network Hardware. CoRR (2020)
Alejandro Morán, Christiam F. Frasser, Josep L. Rosselló
Reservoir Computing Hardware with Cellular Automata. CoRR (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)
Vicent Canals, Christiam F. Frasser, Miquel L. Alomar, Antoni Morro, Antoni Oliver, Miquel Roca, Eugeni Isern, Víctor Martínez-Moll, Eugeni García-Moreno, Josep L. Rosselló
Noise tolerant probabilistic logic for statistical pattern recognition applications. Integr. Comput. Aided Eng. 24 (4) (2017)