Search filters

List of works by Maryam Doborjeh

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.

scientific article

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

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

Deep Learning of Explainable EEG Patterns as Dynamic Spatiotemporal Clusters and Rules in a Brain-Inspired Spiking Neural Network

scientific article published on 19 July 2021

Development of Spiking Neural Network Methods for Spatio-temporal Brain Data Analysis

2019 doctoral thesis by Maryam Doborjeh at Auckland University of Technology

Dynamic 3D Clustering of Spatio-Temporal Brain Data in the NeuCube Spiking Neural Network Architecture on a Case Study of fMRI Data

article by Maryam Gholami Doborjeh & Nikola Kasabov published 2015 in Lecture Notes in Computer Science

Efficient Recognition of Attentional Bias Using EEG Data and the NeuCube Evolving Spatio-Temporal Data Machine

article

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

scientific article

Filter and Wrapper Stacking Ensemble (FWSE): a robust approach for reliable biomarker discovery in high-dimensional omics data

Filter and Wrapper Stacking Ensemble (FWSE): a robust approach for reliable biomarker discovery in high-dimensional omics data

scientific article published on 22 September 2023

Mapping, Learning, Visualization, Classification, and Understanding of fMRI Data in the NeuCube Evolving Spatiotemporal Data Machine of Spiking Neural Networks

scientific article

Modelling Peri-Perceptual Brain Processes in a Deep Learning Spiking Neural Network Architecture.

scientific article published on 11 June 2018

Personalised modelling on integrated clinical and EEG Spatio-Temporal Brain Data in the NeuCube Spiking Neural Network system

Prediction of Tinnitus Treatment Outcomes Based on EEG Sensors and TFI Score Using Deep Learning

Paulina is supported by:

About Paulina

Help