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E.S. Skibinsky-Gitlin
E.S. Skibinsky-Gitlin
Researcher at the University of the Balearic Islands
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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
242020
Fully parallel stochastic computing hardware implementation of convolutional neural networks for edge computing applications
CF Frasser, P Linares-Serrano, ID de los Rios, A Morán, ...
IEEE Transactions on Neural Networks and Learning Systems, 2022
152022
Band-like electron transport in 2D quantum dot periodic lattices: the effect of realistic size distributions
ES Skibinsky-Gitlin, S Rodríguez-Bolívar, M Califano, FM Gómez-Campos
Physical Chemistry Chemical Physics 21 (46), 25872-25879, 2019
122019
Reservoir computing hardware for time series forecasting
ES Skibinsky-Gitlin, ML Alomar, E Isern, M Roca, V Canals, JL Rossello
2018 28th international symposium on power and timing modeling, optimization …, 2018
112018
Efficient, non-stochastic, Monte-Carlo-like-accurate method for the calculation of the temperature-dependent mobility in nanocrystal films
FM Gómez-Campos, S Rodríguez-Bolívar, ES Skibinsky-Gitlin, M Califano
Nanoscale 10 (20), 9679-9690, 2018
112018
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
82018
Optical properties of nanocrystal films: blue shifted transitions as signature of strong coupling
ES Skibinsky-Gitlin, S Rodríguez-Bolívar, M Califano, FM Gómez-Campos
Nanoscale Advances 2 (1), 384-393, 2020
62020
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
52021
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
32022
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
32022
New strategies for colloidal-quantum-dot-based intermediate-band solar cells
M Califano, ES Skibinsky-Gitlin, FM Gómez-Campos, S Rodríguez-Bolívar
The Journal of Chemical Physics 151 (15), 2019
32019
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
22021
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
22018
Exploring the implementation of LSTM inference on FPGA
ML González, R Lozada, J Ruiz, ES Skibinsky-Gitlin, ÁM García-Vico, ...
2023 3rd International Conference on Electrical, Computer, Communications …, 2023
12023
Performance/Resources Comparison of Hardware Implementations on Fully Connected Network Inference
R Lozada, J Ruiz, ML González, J Sedano, JR Villar, ÁM García-Vico, ...
International Conference on Intelligent Data Engineering and Automated …, 2022
12022
Optical Absorption in N-Dimensional Colloidal Quantum Dot Arrays: Influence of Stoichiometry and Applications in Intermediate Band Solar Cells
RVH Hahn, S Rodríguez-Bolívar, P Rodosthenous, ES Skibinsky-Gitlin, ...
Nanomaterials 12 (19), 3387, 2022
12022
Performance/Resources Comparison of Hardware Implementations on Fully Connected Network Inference
M Garcıa-Vico, ES Skibinsky-Gitlin
Intelligent Data Engineering and Automated Learning–IDEAL 2022: 23rd …, 2022
2022
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
Optical Absorption in N-Dimensional Colloidal Quantum Dot Arrays: Influence of Stoichiometry and Applications in Intermediate Band Solar Cells
RV Herrero Hahn, S Rodríguez Bolívar, ES Skibinsky Gitlin, ...
MDPI, 2022
2022
Band-like transport in “green” quantum dot films: The effect of composition and stoichiometry
P Rodosthenous, ES Skibinsky-Gitlin, S Rodríguez-Bolívar, M Califano, ...
The Journal of Chemical Physics 156 (10), 2022
2022
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