Maryam Doborjeh
TitleCited byYear
Evolving spatio-temporal data machines based on the NeuCube neuromorphic framework: design methodology and selected applications
N Kasabov, NM Scott, E Tu, S Marks, N Sengupta, E Capecci, M Othman, ...
Neural Networks 78, 1-14, 2016
722016
Mapping, learning, visualization, classification, and understanding of fMRI data in the NeuCube evolving spatiotemporal data machine of spiking neural networks
NK Kasabov, MG Doborjeh, ZG Doborjeh
IEEE transactions on neural networks and learning systems 28 (4), 887-899, 2016
402016
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
MG Doborjeh, GY Wang, NK Kasabov, R Kydd, B Russell
IEEE Transactions on Biomedical Engineering 63 (9), 1830-1841, 2015
352015
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
N Kasabov, L Zhou, MG Doborjeh, ZG Doborjeh, J Yang
IEEE Transactions on Cognitive and Developmental Systems 9 (4), 293-303, 2016
232016
Classification and segmentation of fMRI spatio-temporal brain data with a NeuCube evolving spiking neural network model
MG Doborjeh, E Capecci, N Kasabov
2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS), 73-80, 2014
222014
Design methodology and selected applications of evolving spatio-temporal data machines in the NeuCube neuromorphic framework
N Kasabov, N Scott, E Tu, S Marks, N Sengupta, E Capecci, M Othman, ...
Neural Netw 78, 1-14, 2016
142016
Modelling peri-perceptual brain processes in a deep learning spiking neural network architecture
ZG Doborjeh, N Kasabov, MG Doborjeh, A Sumich
Scientific reports 8 (1), 8912, 2018
122018
Attentional bias pattern recognition in spiking neural networks from spatio-temporal EEG data
ZG Doborjeh, MG Doborjeh, N Kasabov
Cognitive Computation 10 (1), 35-48, 2018
92018
Dynamic 3D clustering of spatio-temporal brain data in the NeuCube spiking neural network architecture on a case study of fMRI data
MG Doborjeh, N Kasabov
International Conference on Neural Information Processing, 191-198, 2015
92015
Analysis of similarity and differences in brain activities between perception and production of facial expressions using EEG data and the NeuCube spiking neural network …
H Kawano, A Seo, ZG Doborjeh, N Kasabov, MG Doborjeh
International conference on neural information processing, 221-227, 2016
72016
Evolving, dynamic clustering of spatio/spectro-temporal data in 3D spiking neural network models and a case study on EEG data
MG Doborjeh, N Kasabov, ZG Doborjeh
Evolving systems 9 (3), 195-211, 2018
52018
Personalised modelling on integrated clinical and EEG spatio-temporal brain data in the NeuCube spiking neural network system
MG Doborjeh, N Kasabov
2016 International Joint Conference on Neural Networks (IJCNN), 1373-1378, 2016
32016
From von Neumann Architecture and Atanasoffs ABC to Neuro-Morphic Computation and Kasabov’s NeuCube: Principles and Implementations
N Sengupta, JIE Ramos, E Tu, S Marks, N Scott, J Weclawski, ...
Learning Systems: From Theory to Practice, 1-28, 2018
22018
Efficient recognition of attentional bias using EEG data and the NeuCube evolving spatio-temporal data machine
ZG Doborjeh, MG Doborjeh, N Kasabov
International Conference on Neural Information Processing, 645-653, 2016
22016
Genetic optimization for image segmentation
MG Doborjeh
Eastern Mediterranean University (EMU), 2012
22012
From von Neumann Architecture and Atanasoff’s ABC to Neuromorphic Computation and Kasabov’s NeuCube. Part II: Applications
MG Doborjeh, ZG Doborjeh, AR Gollahalli, K Kumarasinghe, V Breen, ...
Practical Issues of Intelligent Innovations, 17-36, 2018
12018
New avenue for the Geriatric Depression Scale: Rasch transformation enhances reliability of assessment
AG Merkin, ON Medvedev, PS Sachdev, L Tippett, R Krishnamurthi, ...
Journal of Affective Disorders, 2019
2019
Personalised modelling with spiking neural networks integrating temporal and static information
M Doborjeh, N Kasabov, Z Doborjeh, R Enayatollahi, E Tu, AH Gandomi
Neural Networks 119, 162-177, 2019
2019
Spiking Neural Network Modelling Approach Reveals How Mindfulness Training Rewires the Brain
Z Doborjeh, M Doborjeh, T Taylor, N Kasabov, GY Wang, R Siegert, ...
Scientific reports 9 (1), 6367, 2019
2019
Development of Spiking Neural Network Methods for Spatio-temporal Brain Data Analysis
M Doborjeh
Auckland University of Technology, 2019
2019
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Articles 1–20