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Fully Parallel Stochastic Computing Hardware Implementation of Convolutional Neural Networks for Edge Computing Applications.
Frasser CF, Linares-Serrano P, de Rios IDL, Moran A, Skibinsky-Gitlin ES, Font-Rossello J, Canals V, Roca M, Serrano-Gotarredona T, Rossello JL. Frasser CF, et al. Among authors: canals v. IEEE Trans Neural Netw Learn Syst. 2023 Dec;34(12):10408-10418. doi: 10.1109/TNNLS.2022.3166799. Epub 2023 Nov 30. IEEE Trans Neural Netw Learn Syst. 2023. PMID: 35452392
FPGA-Based Stochastic Echo State Networks for Time-Series Forecasting.
Alomar ML, Canals V, Perez-Mora N, Martínez-Moll V, Rosselló JL. Alomar ML, et al. Among authors: canals v. Comput Intell Neurosci. 2016;2016:3917892. doi: 10.1155/2016/3917892. Epub 2015 Dec 31. Comput Intell Neurosci. 2016. PMID: 26880876 Free PMC article.
Hardware implementation of stochastic spiking neural networks.
Rosselló JL, Canals V, Morro A, Oliver A. Rosselló JL, et al. Among authors: canals v. Int J Neural Syst. 2012 Aug;22(4):1250014. doi: 10.1142/S0129065712500141. Epub 2012 Jul 12. Int J Neural Syst. 2012. PMID: 22830964