Seizures

Seizures

Latest AI and machine learning research in seizures for healthcare professionals.

4,550 articles

Neurology Subcategories: Autism Dementia Head Trauma Parkinson's Disease Seizures Sleep Disorders

Showing 2689-2709 of 4,550 articles

Automatic detection of High Frequency Oscillations (80-500Hz) based on Convolutional Neural Network in Human Intracerebral Electroencephalogram.

Recently, high-frequency oscillations (HFOs) of range 80-500 Hz in electroencephalogram (EEG) record...

Jul 2019 31947014

EEG-Based Classification of Olfactory Response to Pleasant Stimuli.

Olfactory perception involves complex processing distributed along several cortical and sub-cortical...

Jul 2019 31947020

Trajectory Decoding of Arm Reaching Movement Imageries for Brain-Controlled Robot Arm System.

Development of noninvasive brain-machine interface (BMI) systems based on electroencephalography (EE...

Jul 2019 31947110

Tensor Discriminant Analysis for MI-EEG Signal Classification Using Convolutional Neural Network.

Motor Imagery (MI) is a typical paradigm for Brain-Computer Interface (BCI) system. In this paper, w...

Jul 2019 31947207

Movement related activity in the μ band of the human EEG during a robot-based proprioceptive task.

Innovative research in the fields of prosthetic, neurorehabilitation, motor control and human physio...

Jun 2019 31374763

Intracerebral EEG Artifact Identification Using Convolutional Neural Networks.

Manual and semi-automatic identification of artifacts and unwanted physiological signals in large in...

Apr 2019 30105544

Machine Learning Approaches to Analyze Speech-Evoked Neurophysiological Responses.

Purpose Speech-evoked neurophysiological responses are often collected to answer clinically and theo...

Mar 2019 30950746

A Multi-View Deep Learning Framework for EEG Seizure Detection.

The recent advances in pervasive sensing technologies have enabled us to monitor and analyze the mul...

Jan 2019 30624207

Implementation of Bagged SVM Ensemble Model for Classification of Epileptic States Using EEG.

BACKGROUND: To decipher EEG (Electroencephalography), intending to locate inter-ictal and ictal disc...

Jan 2019 31258079

Unsupervised Learning of Spatiotemporal Interictal Discharges in Focal Epilepsy.

BACKGROUND: Interictal epileptiform discharges are an important biomarker for localization of focal ...

Oct 2018 29040672

A recurrence quantification analysis-based channel-frequency convolutional neural network for emotion recognition from EEG.

Constructing a reliable and stable emotion recognition system is a critical but challenging issue fo...

Aug 2018 30180618

EEG Processing to Discriminate Transitive-Intransitive Motor Imagery Tasks: Preliminary Evidences using Support Vector Machines.

It is known that brain dynamics significantly changes during motor imagery tasks of upper limb invol...

Jul 2018 30440380

Detection of Early Stage Alzheimer's Disease using EEG Relative Power with Deep Neural Network.

Electroencephalogram (EEG) signal based early diagnosis of Alzheimer's Disease (AD), especially a di...

Jul 2018 30440409

Enhanced Error Decoding from Error-Related Potentials using Convolutional Neural Networks.

Error-related potentials are considered an important neuro-correlate for monitoring human intentiona...

Jul 2018 30440411

DNN Filter Bank Improves 1-Max Pooling CNN for Single-Channel EEG Automatic Sleep Stage Classification.

We present in this paper an efficient convolutional neural network (CNN) running on time-frequency i...

Jul 2018 30440432

A Two Stage Approach for the Automatic Detection of Insomnia.

Chronic insomnia can significantly impair an individual's quality of life leading to a high societal...

Jul 2018 30440435

Automatic Sleep Stage Classification Using Single-Channel EEG: Learning Sequential Features with Attention-Based Recurrent Neural Networks.

We propose in this work a feature learning approach using deep bidirectional recurrent neural networ...

Jul 2018 30440666

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