Zobrazeno 1 - 10
of 51
pro vyhledávání: '"Vincent Canals"'
Publikováno v:
PLoS ONE, Vol 10, Iss 5, p e0124176 (2015)
Minimal hardware implementations able to cope with the processing of large amounts of data in reasonable times are highly desired in our information-driven society. In this work we review the application of stochastic computing to probabilistic-based
Externí odkaz:
https://doaj.org/article/8f7e7795ce1e4c8aa2f71080e0ee7de0
Autor:
Alejandro Morán, Luis Parrilla, Miquel Roca, Joan Font-Rossello, Eugeni Isern, Vincent Canals
Publikováno v:
IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 13:257-269
Autor:
Josep L. Rosselló, Joan Font-Rosselló, Christiam F. Frasser, Alejandro Morán, Erik Sebastian Skibinsky-Gitlin, Vincent Canals, Miquel Roca
Publikováno v:
IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 13:249-256
Autor:
Christiam F. Frasser, Pablo Linares-Serrano, Ivan Diez de los Rios, Alejandro Moran, Erik S. Skibinsky-Gitlin, Joan Font-Rossello, Vincent Canals, Miquel Roca, Teresa Serrano-Gotarredona, Josep L. Rossello
Publikováno v:
IEEE Transactions on Neural Networks and Learning Systems. :1-11
Edge artificial intelligence (AI) is receiving a tremendous amount of interest from the machine learning community due to the ever-increasing popularization of the Internet of Things (IoT). Unfortunately, the incorporation of AI characteristics to ed
Publikováno v:
Renewable Energy and Power Quality Journal. 18:741-746
Autor:
Antoni Cladera, José M. Escalona, Vincent Canals, Miguel Ángel Miranda, Cati Torres, Pau de Vílchez, Juan Rita, Gabriel Jordá, Raquel Vaquer-Sunyer
Publikováno v:
Regional Environmental Change. 21
Autor:
Alejandro Moran, Vincent Canals, Plamen P. Angelov, Christian F. Frasser, Erik S. Skibinsky-Gitlin, Joan Font, Eugeni Isern, Miquel Roca, Josep L. Rossello
Publikováno v:
2021 XXXVI Conference on Design of Circuits and Integrated Systems (DCIS).
Autor:
Christiam F. Frasser, Miquel Roca, Josep L. Rosselló, Erik S. Skibinsky-Gitlin, Eugeni Isern, Miquel L. Alomar, Vincent Canals
Publikováno v:
Neural Computing and Applications. 32:2299-2313
Reservoir computing (RC) is a powerful machine learning methodology well suited for time-series processing. The hardware implementation of RC systems (HRC) may extend the utility of this neural approach to solve real-life problems for which software
Autor:
Antoni Cladera, Juan Rita, Gabriel Jordá, Pau de Vílchez, Raquel Vaquer-Sunyer, Vincent Canals, Cati Torres, Miguel Ángel Miranda, José M. Escalona
Publikováno v:
Regional Environmental Change
Understanding the local effects of global warming-derived impacts is important to island systems due to their fragile environmental conditions. This is especially true when it comes to Mediterranean insular regions as they are climate change (CC) hot
Autor:
Vincent Canals, Alejandro Morán, Saeid Safavi, Christian F. Frasser, Josep L. Rosselló, Fabio Galan-Prado, Dhinakar Radhakrishnan
Publikováno v:
Cognitive Computation.
Edge artificial intelligence or edge intelligence is an ever-growing research area due to the current popularization of the Internet of Things. Unfortunately, incorporation of artificial intelligence (AI) in smart devices operating at the edge is a c