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Pulsewidth Modulation-Based Algorithm for Spike Phase Encoding and Decoding of Time-Dependent Analog Data.
IEEE Trans Neural Netw Learn Syst. 2020 Oct;31(10):3920-3931. doi: 10.1109/TNNLS.2019.2947380. Epub 2019 Nov 14.
IEEE Trans Neural Netw Learn Syst. 2020.
PMID: 31725397
Evolving spatio-temporal data machines based on the NeuCube neuromorphic framework: Design methodology and selected applications.
Kasabov N, Scott NM, Tu E, Marks S, Sengupta N, Capecci E, Othman M, Doborjeh MG, Murli N, Hartono R, Espinosa-Ramos JI, Zhou L, Alvi FB, Wang G, Taylor D, Feigin V, Gulyaev S, Mahmoud M, Hou ZG, Yang J.
Kasabov N, et al. Among authors: espinosa ramos ji.
Neural Netw. 2016 Jun;78:1-14. doi: 10.1016/j.neunet.2015.09.011. Epub 2015 Oct 17.
Neural Netw. 2016.
PMID: 26576468
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Classification and regression of spatio-temporal signals using NeuCube and its realization on SpiNNaker neuromorphic hardware.
Behrenbeck J, Tayeb Z, Bhiri C, Richter C, Rhodes O, Kasabov N, Espinosa-Ramos JI, Furber S, Cheng G, Conradt J.
Behrenbeck J, et al. Among authors: espinosa ramos ji.
J Neural Eng. 2019 Apr;16(2):026014. doi: 10.1088/1741-2552/aafabc. Epub 2018 Dec 21.
J Neural Eng. 2019.
PMID: 30577030
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Application of a Brain-Inspired Spiking Neural Network Architecture to Odor Data Classification.
Vanarse A, Espinosa-Ramos JI, Osseiran A, Rassau A, Kasabov N.
Vanarse A, et al. Among authors: espinosa ramos ji.
Sensors (Basel). 2020 May 12;20(10):2756. doi: 10.3390/s20102756.
Sensors (Basel). 2020.
PMID: 32408563
Free PMC article.
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Machine learning with a snapshot of data: Spiking neural network 'predicts' reinforcement histories of pigeons' choice behavior.
Plessas A, Espinosa-Ramos JI, Parry D, Cowie S, Landon J.
Plessas A, et al. Among authors: espinosa ramos ji.
J Exp Anal Behav. 2022 May;117(3):301-319. doi: 10.1002/jeab.759. Epub 2022 Apr 21.
J Exp Anal Behav. 2022.
PMID: 35445745
Free PMC article.
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