Optimal configuration of multilayer perceptron neural network classifier for recognition of intracranial epileptic seizures. - Shivarudhrappa Raghu; Natarajan Sriraam (Expert Syst. Appl., 2017)

Classification of Focal and Non Focal Epileptic Seizures Using Multi-Features and SVM Classifier. - Natarajan Sriraam; Shivarudhrappa Raghu (J. Medical Syst., 2017)

Automated epileptic seizures detection using multi-features and multilayer perceptron neural network. - Natarajan Sriraam; Shivarudhrappa Raghu; Kadeeja Tamanna; Leena Narayan; Mehraj Khanum; Alangar Satyaranjandas Hegde; Anjani Bhushan Kumar (Brain Informatics, 2018)

Classification of focal and non-focal EEG signals using neighborhood component analysis and machine learning algorithms. - Shivarudhrappa Raghu; Natarajan Sriraam (Expert Syst. Appl., 2018)

A Novel Approach for Real-Time Recognition of Epileptic Seizures Using Minimum Variance Modified Fuzzy Entropy. - Shivarudhrappa Raghu; Natarajan Sriraam; Govindaiah Pradeep Kumar; Alangar Satyaranjandas Hegde (IEEE Trans. Biomed. Eng., 2018)

A convolutional neural network based framework for classification of seizure types. - Shivarudhrappa Raghu; Natarajan Sriraam; Yasin Temel; Shyam Vasudeva Rao; Pieter Leonard Kubben (EMBC, 2019)

Performance evaluation of DWT based sigmoid entropy in time and frequency domains for automated detection of epileptic seizures using SVM classifier. - Shivarudhrappa Raghu; Natarajan Sriraam; Yasin Temel; Shyam Vasudeva Rao; Alangar Satyaranjandas Hegde; Pieter Leonard Kubben (Comput. Biol. Medicine, 2019)

A novel approach for classification of epileptic seizures using matrix determinant. - Shivarudhrappa Raghu; Natarajan Sriraam; Alangar Sathyaranjan Hegde; Pieter Leonard Kubben (Expert Syst. Appl., 2019)

Adaptive median feature baseline correction for improving recognition of epileptic seizures in ICU EEG. - Shivarudhrappa Raghu; Natarajan Sriraam; Erik D. Gommer; Danny M. W. Hilkman; Yasin Temel; Shyam Vasudeva Rao; Pieter Leonard Kubben (Neurocomputing, 2020)

Automated detection of epileptic seizures using successive decomposition index and support vector machine classifier in long-term EEG. - Shivarudhrappa Raghu; Natarajan Sriraam; Shyam Vasudeva Rao; Alangar Sathyaranjan Hegde; Pieter Leonard Kubben (Neural Comput. Appl., 2020)

EEG based multi-class seizure type classification using convolutional neural network and transfer learning. - Shivarudhrappa Raghu; Natarajan Sriraam; Yasin Temel; Shyam Vasudeva Rao; Pieter Leonard Kubben (Neural Networks, 2020)