Maryam Gholami Doborjeh

14 papers B 3Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2020 B conf
Sleep Stage Classification using NeuCube on SpiNNaker: a Preliminary Study.
IJCNN
Sugam Budhraja, Basabdatta Sen Bhattacharya, Simon Durrant, Zohreh Gholami Doborjeh, Maryam Gholami Doborjeh, Nikola K. Kasabov
2018 J jnl
Attentional Bias Pattern Recognition in Spiking Neural Networks from Spatio-Temporal EEG Data.
Cogn. Comput.
Zohreh Gholami Doborjeh, Maryam Gholami Doborjeh, Nikola K. Kasabov
2018 B conf
EEG Pattern Recognition using Brain-Inspired Spiking Neural Networks for Modelling Human Decision Processes.
IJCNN
Zohreh Gholami Doborjeh, Maryam Gholami Doborjeh, Nikola K. Kasabov
2018 J jnl
Evolving, dynamic clustering of spatio/spectro-temporal data in 3D spiking neural network models and a case study on EEG data.
Evol. Syst.
Maryam Gholami Doborjeh, Nikola K. Kasabov, Zohreh Gholami Doborjeh
2017 — conf
EEG Comparison Between Normal and Developmental Disorder in Perception and Imitation of Facial Expressions with the NeuCube.
ICONIP (4)
Yuma Omori, Hideaki Kawano, Akinori Seo, Zohreh Gholami Doborjeh, Nikola K. Kasabov, Maryam Gholami Doborjeh
2017 J jnl
Mapping, Learning, Visualization, Classification, and Understanding of fMRI Data in the NeuCube Evolving Spatiotemporal Data Machine of Spiking Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Nikola K. Kasabov, Maryam Gholami Doborjeh, Zohreh Gholami Doborjeh
2017 J jnl
New Algorithms for Encoding, Learning and Classification of fMRI Data in a Spiking Neural Network Architecture: A Case on Modeling and Understanding of Dynamic Cognitive Processes.
IEEE Trans. Cogn. Dev. Syst.
Nikola K. Kasabov, Lei Zhou, Maryam Gholami Doborjeh, Zohreh Gholami Doborjeh, Jie Yang
2016 J jnl
A Spiking Neural Network Methodology and System for Learning and Comparative Analysis of EEG Data From Healthy Versus Addiction Treated Versus Addiction Not Treated Subjects.
IEEE Trans. Biomed. Eng.
Maryam Gholami Doborjeh, Grace Y. Wang, Nikola K. Kasabov, Robert Kydd, Bruce Russell
2016 — conf
Analysis of Similarity and Differences in Brain Activities Between Perception and Production of Facial Expressions Using EEG Data and the NeuCube Spiking Neural Network Architecture.
ICONIP (4)
Hideaki Kawano, Akinori Seo, Zohreh Gholami Doborjeh, Nikola K. Kasabov, Maryam Gholami Doborjeh
2016 — conf
Efficient Recognition of Attentional Bias Using EEG Data and the NeuCube Evolving Spatio-Temporal Data Machine.
ICONIP (4)
Zohreh Gholami Doborjeh, Maryam Gholami Doborjeh, Nikola K. Kasabov
2016 J jnl
Evolving spatio-temporal data machines based on the NeuCube neuromorphic framework: Design methodology and selected applications.
Neural Networks
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
2016 B conf
Personalised modelling on integrated clinical and EEG Spatio-Temporal Brain Data in the NeuCube Spiking Neural Network system.
IJCNN
Maryam Gholami Doborjeh, Nikola K. Kasabov
2015 — conf
Dynamic 3D Clustering of Spatio-Temporal Brain Data in the NeuCube Spiking Neural Network Architecture on a Case Study of fMRI Data.
ICONIP (4)
Maryam Gholami Doborjeh, Nikola K. Kasabov
2014 — conf
Classification and segmentation of fMRI Spatio-Temporal Brain Data with a NeuCube evolving Spiking Neural Network model.
EALS
Maryam Gholami Doborjeh, Elisa Capecci, Nikola K. Kasabov