Josafath Israel Espinosa Ramos

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 9

Top Topics

Biologically Plausible

Design Methodology

Synaptic Plasticity

Top Venues

IEEE Congress on Evolutionary Computation

IEEE Trans. Cogn. Dev. Syst.

Publications

Mark Crook-Rumsey, Christina J. Howard, Zohreh Gholami Doborjeh, Maryam Gholami Doborjeh, Josafath Israel Espinosa Ramos, Nikola K. Kasabov, Alexander Sumich
Spatiotemporal EEG Dynamics of Prospective Memory in Ageing and Mild Cognitive Impairment. Cogn. Comput. 15 (4) (2023)
Dhvani Shah, Ajit Narayanan, Josafath Israel Espinosa Ramos
Utilizing the Neuronal Behavior of Spiking Neurons to Recognize Music Signals Based on Time Coding Features. IEEE Access 10 (2022)
Mahima Milinda Alwis Weerasinghe, Josafath Israel Espinosa Ramos, Grace Y. Wang, Dave Parry
Incorporating Structural Plasticity Approaches in Spiking Neural Networks for EEG Modelling. IEEE Access 9 (2021)
Elisa Capecci, Jesus L. Lobo, Ibai Laña, Josafath Israel Espinosa Ramos, Nikola K. Kasabov
Modelling gene interaction networks from time-series gene expression data using evolving spiking neural networks. Evol. Syst. 11 (4) (2020)
Anup Vanarse, Josafath Israel Espinosa Ramos, Adam Osseiran, Alexander Rassau, Nikola K. Kasabov
Application of a Brain-Inspired Spiking Neural Network Architecture to Odor Data Classification. Sensors 20 (10) (2020)
Ander Arriandiaga, Eva Portillo, Josafath Israel Espinosa Ramos, Nikola K. Kasabov
Pulsewidth Modulation-Based Algorithm for Spike Phase Encoding and Decoding of Time-Dependent Analog Data. IEEE Trans. Neural Networks Learn. Syst. 31 (10) (2020)
Josafath Israel Espinosa Ramos, Elisa Capecci, Nikola K. Kasabov
A Computational Model of Neuroreceptor-Dependent Plasticity (NRDP) Based on Spiking Neural Networks. IEEE Trans. Cogn. Dev. Syst. 11 (1) (2019)
Nikola K. Kasabov, Nathan Matthew Scott, Enmei Tu, Stefan Marks, Neelava Sengupta, Elisa Capecci, Muhaini Othman, Maryam Gholami Doborjeh, Norhanifah Murli, Reggio N. Hartono, Josafath Israel Espinosa Ramos, Lei Zhou, Fahad Bashir Alvi, Grace Y. Wang, Denise Taylor, Valery Feigin, Sergei Gulyaev, Mahmoud S. Mahmoud, Zeng-Guang Hou, Jie Yang
Evolving spatio-temporal data machines based on the NeuCube neuromorphic framework: Design methodology and selected applications. Neural Networks 78 (2016)
Elisa Capecci, Josafath Israel Espinosa Ramos, Nadia Mammone, Nikola K. Kasabov, Jonas Duun-Henriksen, Troels Wesenberg Kjaer, Maurizio Campolo, Fabio La Foresta, Francesco Carlo Morabito
Modelling Absence Epilepsy seizure data in the NeuCube evolving spiking neural network architecture. IJCNN (2015)
Josafath Israel Espinosa Ramos, Nareli Cruz Cortés, Roberto Antonio Vázquez
Spiking Neuron Model approximation using GEP. IEEE Congress on Evolutionary Computation (2013)
Josafath Israel Espinosa Ramos, Nareli Cruz Cortés, Roberto Antonio Vázquez
Creation of spiking neuron models applied in pattern recognition problems. IJCNN (2013)
Josafath Israel Espinosa Ramos, Roberto Antonio Vázquez
A new objective function to build seismic networks using differential evolution. IEEE Congress on Evolutionary Computation (2012)
Josafath Israel Espinosa Ramos, Roberto Antonio Vázquez Espinoza de los Monteros
Locating seismic-sense stations through genetic algorithm: genetic algorithms. GECCO (2011)