Machine learning with a snapshot of data: Spiking neural network ‘predicts’ reinforcement histories of pigeons' choice behavior
Plessas, Anna, Espinosa‐Ramos, Josafath I., Parry, Dave, Cowie, Sarah, Landon, Jason
Published in Journal of the experimental analysis of behavior (01.05.2022)
Published in Journal of the experimental analysis of behavior (01.05.2022)
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Journal Article
Classification and regression of spatio-temporal signals using NeuCube and its realization on SpiNNaker neuromorphic hardware
Behrenbeck, Jan, Tayeb, Zied, Bhiri, Cyrine, Richter, Christoph, Rhodes, Oliver, Kasabov, Nikola, Espinosa-Ramos, Josafath I, Furber, Steve, Cheng, Gordon, Conradt, Jörg
Published in Journal of neural engineering (01.04.2019)
Published in Journal of neural engineering (01.04.2019)
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Journal Article
Modelling Absence Epilepsy seizure data in the NeuCube evolving spiking neural network architecture
Capecci, Elisa, Espinosa-Ramos, Josafath I., Mammone, Nadia, Kasabov, Nikola, Duun-Henriksen, Jonas, Wesenberg Kjaer, Troels, Campolo, Maurizio, La Foresta, Fabio, Morabito, Francesco C.
Published in 2015 International Joint Conference on Neural Networks (IJCNN) (01.07.2015)
Published in 2015 International Joint Conference on Neural Networks (IJCNN) (01.07.2015)
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Conference Proceeding
Journal Article
Designing spiking neural models of neurophysiological recordings using gene expression programming
Espinosa-Ramos, Josafath I, Vazquez, Roberto A, Cruz-Cortes, Nareli
Published in BMC neuroscience (08.07.2013)
Published in BMC neuroscience (08.07.2013)
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Journal Article
Spiking Neuron Model approximation using GEP
Espinosa-Ramos, Josafath I., Cortes, Nareli Cruz, Vazquez, Roberto A.
Published in 2013 IEEE Congress on Evolutionary Computation (01.06.2013)
Published in 2013 IEEE Congress on Evolutionary Computation (01.06.2013)
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Conference Proceeding
A new objective function to build seismic networks using differential evolution
Espinosa-Ramos, J. I., Vazquez, R. A.
Published in 2012 IEEE Congress on Evolutionary Computation (01.06.2012)
Published in 2012 IEEE Congress on Evolutionary Computation (01.06.2012)
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Conference Proceeding