Welcome to Farzaneh Shayegh

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Office : Room 408, Level 5, Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan, IRAN Email : f.shayegh@iut.ac.ir Phone : +98 313 3911476 Fax : +98 313 3912451 Web Site : Farzaneh Shayegh

Assistant Professor

Research Fields : Biomedical Signal Processing (EEG/fMRI/ECG/…)

Brain Networks & Modelling (Autism, Epilepsy & Cognitive disorders)

Computational Neuroscience & Neural Coding

Neural Computation and Artificial Intelligence

Recent Publications

Detection of autism spectrum disorder using graph representation learning algorithms and deep neural network, based on fMRI signals‏

Detection of factors affecting kidney function using machine learning methods

Diagnosis of autism disorder based on deep network trained by augmented EEG signals‏

Physiological constraints of visual pathway lead to more efficient coding of information in retina

Online epileptic seizure prediction using wavelet-based bi-phase correlation of electrical signals tomography

Hippocampal effective synchronization values are not pre-seizure indicator without considering the state of the onset channels

A model-based method for computation of correlation dimension, Lyapunov exponents and synchronization from depth-EEG signals

Proposing a two-level stochastic model for epileptic seizure genesis

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Welcome to Farzaneh Shayegh

Recent Publications