Implementation of Deep Neural Networks to Classify EEG Signals using
Gramian Angular Summation Field for Epilepsy Diagnosis

Implementation of Deep Neural Networks to Classify EEG Signals using Gramian Angular Summation Field for Epilepsy Diagnosis

8 March 2020

Palani Thanaraj Krishnan

B. Parvathavarthini

Seifedine Kadry

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Papers citing "Implementation of Deep Neural Networks to Classify EEG Signals using Gramian Angular Summation Field for Epilepsy Diagnosis"

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Title
Deep Learning-Powered Electrical Brain Signals Analysis: Advancing Neurological Diagnostics Jiahe Li Xin Chen Fanqi Shen Junru Chen Y. Liu Daoze Zhang Zhizhang Yuan F. Zhao Meng Li Yang Yang 157 1 0 24 Feb 2025
Image-based Data Representations of Time Series: A Comparative Analysis in EEG Artifact Detection Aaron Maiwald Leon Ackermann Maximilian Kalcher Daniel J. Wu AI4TS 39 0 0 21 Dec 2023
Spatial encoding of BOLD fMRI time series for categorizing static images across visual datasets: A pilot study on human vision Vamshi K. Kancharala Debanjali Bhattacharya Neelam Sinha 59 5 0 07 Sep 2023
Gramian Angular Fields for leveraging pretrained computer vision models with anomalous diffusion trajectories Òscar Garibo i Orts Nicolás Firbas L. Sebastiá J. A. Conejero DiffM 59 11 0 02 Sep 2023
Automated Human Mind Reading Using EEG Signals for Seizure Detection V. Ranga Shivam Gupta J. Meena Priyansh Agrawal 45 3 0 05 Nov 2021
Neural Network Based Epileptic EEG Detection and Classification Shivam Gupta J. Meena O. Gupta 25 4 0 05 Nov 2021
Deep Neural Networks on EEG Signals to Predict Auditory Attention Score Using Gramian Angular Difference Field Mahak Kothari Shreyansh Joshi Adarsh Nandanwar Aadetya Jaiswal V. Baths 28 1 0 24 Oct 2021
An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works A. Shoeibi Parisa Moridian Marjane Khodatars Navid Ghassemi M. Jafari ... Juan M Gorriz Javier Ramírez Abbas Khosravi S. Nahavandi U. Acharya 87 54 0 29 May 2021