Elisa Capecci

发表

From von Neumann Architecture and Atanasoff’s ABC to Neuromorphic Computation and Kasabov’s NeuCube. Part II: Applications

Lei Zhou, Hideaki Kawano, Maryam Gholami Doborjeh, 2018 .

Evolving spatio-temporal data machines based on the NeuCube neuromorphic framework: Design methodology and selected applications

Maryam Gholami Doborjeh, Muhaini Othman, Jie Yang, 2016, Neural Networks.

Modelling and Analysis of Temporal Gene Expression Data Using Spiking Neural Networks

Nikola K. Kasabov, Elisa Capecci, Durgesh Nandini, 2018, ICONIP.

A Feasibility Study of Using the NeuCube Spiking Neural Network Architecture for Modelling Alzheimer's Disease EEG Data

Nikola Kasabov, Francesco Carlo Morabito, Domenico Labate, 2015, Advances in Neural Networks.

Modelling gene interaction networks from time-series gene expression data using evolving spiking neural networks

Nikola K. Kasabov, Josafath Israel Espinosa Ramos, Elisa Capecci, 2019, Evolving Systems.

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

Nikola K. Kasabov, Elisa Capecci, Grace Y. Wang, 2015, Neural Networks.

Modelling Absence Epilepsy seizure data in the NeuCube evolving spiking neural network architecture

Francesco Carlo Morabito, Jonas Duun-Henriksen, Nikola K. Kasabov, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

A Computational Model of Neuroreceptor-Dependent Plasticity (NRDP) Based on Spiking Neural Networks

Nikola Kasabov, Elisa Capecci, Josafath I. Espinosa-Ramos, 2019, IEEE Transactions on Cognitive and Developmental Systems.

Analysis of Gene Expression Time Series Data of Ebola Vaccine response using the NeuCube and Temporal Feature Selection

Nikola K. Kasabov, Elisa Capecci, Lucien Koefoed, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

Adaptive long-term traffic state estimation with evolving spiking neural networks

Nikola Kasabov, Javier Del Ser, Elisa Capecci, 2019, Transportation Research Part C: Emerging Technologies.

Road Traffic Forecasting Using NeuCube and Dynamic Evolving Spiking Neural Networks

Javier Del Ser, Nikola K. Kasabov, Elisa Capecci, 2018, IDC.

Spiking Neural Network for On-line Cognitive Activity Classification Based on EEG Data

Stefan Schliebs, Nikola K. Kasabov, Elisa Capecci, 2013, ICONIP.

Longitudinal study of alzheimer's disease degeneration through EEG data analysis with a NeuCube spiking neural network model

Francesco Carlo Morabito, Nikola K. Kasabov, Elisa Capecci, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Computational Modelling of Spatio-Temporal EEG Brain Data with Spiking Neural Networks

Elisa Capecci, E. Capecci, 2015 .

Classification and segmentation of fMRI Spatio-Temporal Brain Data with a NeuCube evolving Spiking Neural Network model

Maryam Gholami Doborjeh, Nikola K. Kasabov, Elisa Capecci, 2014, 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS).

Feasibility of NeuCube SNN architecture for detecting motor execution and motor intention for use in BCIapplications

Jin Hu, Nikola K. Kasabov, Zeng-Guang Hou, 2014, 2014 International Joint Conference on Neural Networks (IJCNN).

Spiking neural network methodology for modelling, classification and understanding of EEG spatio-temporal data measuring cognitive processes

Nikola K. Kasabov, Elisa Capecci, N. Kasabov, 2015, Inf. Sci..

Spiking Neural Networks for Cancer Gene Expression Time Series Modelling and Analysis

Nikola K. Kasabov, Elisa Capecci, Jack Dray, 2018, ICONIP.

Analysis, Classification and Marker Discovery of Gene Expression Data with Evolving Spiking Neural Networks

Nikola K. Kasabov, Elisa Capecci, Imanol Bilbao, 2018, ICONIP.