Browsing KEDRI - the Knowledge Engineering and Discovery Research Institute by Author "Doborjeh, M"

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Classification and segmentation of fMRI Spatio-temporal Brain Data with a NeuCube Evolving Spiking Neural Network Model

Doborjeh, M; Capecci, E; Kasabov, N (IEEE, 2014)

The proposed feasibility analysis introduces a new methodology for modelling and understanding functional Magnetic Resonance Image (fMRI) data recorded during human cognitive activity. This constitutes a type of Spatio-Temporal ...
New Algorithms for Encoding, Learning and Classification of fMRI Data in a Dpiking Neural Network Architecture: A Case on Modelling and Understanding of Dynamic Cognitive

Kasabov, N; Zhou, L; Doborjeh, M; Gholami, Z; Jie Yang (IEEE, 2016)

The paper argues that, the third generation of neural networks – the spiking neural networks (SNN), can be used to model dynamic, spatio-temporal, cognitive brain processes measured as functional magnetic resonance imaging ...