Deep Neural Architectures for Mapping Scalp to Intracranial EEG

A genetic algorithm for simulating correlated binary data from biomedical research

(2018) Jochen Kruppa et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Detection of Interictal Discharges With Convolutional Neural Networks Using Discrete Ordered Multichannel Intracranial EEG

(2017) Andreas Antoniades et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Image recognition with deep neural networks in presence of noise – Dealing with and taking advantage of distortions

(2017) Michał Koziarski et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Deep Learning Representation from Electroencephalography of Early-Stage Creutzfeldt-Jakob Disease and Features for Differentiation from Rapidly Progressive Dementia

(2017) Francesco Carlo Morabito et al.   International Journal of Neural Systems

Detection of Intracranial Signatures of Interictal Epileptiform Discharges from Concurrent Scalp EEG

(2016) Loukianos Spyrou et al.   International Journal of Neural Systems

Ensembles of Deep Learning Architectures for the Early Diagnosis of the Alzheimer’s Disease

(2016) Andrés Ortiz et al.   International Journal of Neural Systems

EPILEPTIC EEG CLASSIFICATION BASED ON KERNEL SPARSE REPRESENTATION

(2014) QI YUAN et al.   International Journal of Neural Systems

Empirical models of scalp-EEG responses using non-concurrent intracranial responses

(2014) Komalpreet Kaur et al.   Journal of Neural Engineering

AUTOMATED DIAGNOSIS OF EPILEPSY USING CWT, HOS AND TEXTURE PARAMETERS

(2013) U. RAJENDRA ACHARYA et al.   International Journal of Neural Systems

3D Convolutional Neural Networks for Human Action Recognition

(2012) Shuiwang Ji et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

With or without spikes: localization of focal epileptic activity by simultaneous electroencephalography and functional magnetic resonance imaging

(2011) Frédéric Grouiller et al.   BRAIN

CONTINUOUS EEG SIGNAL ANALYSIS FOR ASYNCHRONOUS BCI APPLICATION

(2011) WEI-YEN HSU   International Journal of Neural Systems

AUTOMATIC DETECTION OF EPILEPTIC EEG SIGNALS USING HIGHER ORDER CUMULANT FEATURES

(2011) U. RAJENDRA ACHARYA et al.   International Journal of Neural Systems

Convolutional Neural Networks for P300 Detection with Application to Brain-Computer Interfaces

(2010) H Cecotti et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Neural Interface Technology for Rehabilitation: Exploiting and Promoting Neuroplasticity

(2009) Wei Wang et al.   Physical Medicine and Rehabilitation Clinics of North America