Elisa Capecci

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 12

Top Topics

Gene Expression

Cognitive Processes

Top Venues

Neural Networks

IEEE Trans. Cogn. Dev. Syst.

Publications

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)
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)
Ibai Laña, Elisa Capecci, Javier Del Ser, Jesus L. Lobo, Nikola K. Kasabov
Road Traffic Forecasting Using NeuCube and Dynamic Evolving Spiking Neural Networks. IDC (2018)
Jack Dray, Elisa Capecci, Nikola K. Kasabov
Spiking Neural Networks for Cancer Gene Expression Time Series Modelling and Analysis. ICONIP (1) (2018)
Lucien Koefoed, Elisa Capecci, Nikola K. Kasabov
Analysis of Gene Expression Time Series Data of Ebola Vaccine response using the NeuCube and Temporal Feature Selection. IJCNN (2018)
Gautam Kishore Shahi, Imanol Bilbao, Elisa Capecci, Durgesh Nandini, Maria Choukri, Nikola K. Kasabov
Analysis, Classification and Marker Discovery of Gene Expression Data with Evolving Spiking Neural Networks. ICONIP (5) (2018)
Durgesh Nandini, Elisa Capecci, Lucien Koefoed, Ibai Laña, Gautam Kishore Shahi, Nikola K. Kasabov
Modelling and Analysis of Temporal Gene Expression Data Using Spiking Neural Networks. ICONIP (1) (2018)
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, Zohreh Gholami Doborjeh, Nadia Mammone, Fabio La Foresta, Francesco Carlo Morabito, Nikola K. Kasabov
Longitudinal study of alzheimer's disease degeneration through EEG data analysis with a NeuCube spiking neural network model. IJCNN (2016)
Nikola K. Kasabov, Elisa Capecci
Spiking neural network methodology for modelling, classification and understanding of EEG spatio-temporal data measuring cognitive processes. Inf. Sci. 294 (2015)
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)
Elisa Capecci, Nikola K. Kasabov, Grace Y. Wang
Analysis of connectivity in NeuCube spiking neural network models trained on EEG data for the understanding of functional changes in the brain: A case study on opiate dependence treatment. Neural Networks 68 (2015)
Maryam Gholami Doborjeh, Elisa Capecci, Nikola K. Kasabov
Classification and segmentation of fMRI Spatio-Temporal Brain Data with a NeuCube evolving Spiking Neural Network model. EALS (2014)
Denise Taylor, Nathan Matthew Scott, Nikola K. Kasabov, Elisa Capecci, Enmei Tu, Nicola Saywell, Yixiong Chen, Jin Hu, Zeng-Guang Hou
Feasibility of NeuCube SNN architecture for detecting motor execution and motor intention for use in BCIapplications. IJCNN (2014)
Stefan Schliebs, Elisa Capecci, Nikola K. Kasabov
Spiking Neural Network for On-line Cognitive Activity Classification Based on EEG Data. ICONIP (3) (2013)