Enhancing Performance of Convolutional Neural Network-Based Epileptic Electroencephalogram Diagnosis by Asymmetric Stochastic Resonance

Automatic prediction of epileptic seizure using hybrid deep ResNet-LSTM model

(2023) Yajuvendra Pratap Singh et al.   AI COMMUNICATIONS

Semisupervised Seizure Prediction in Scalp EEG Using Consistency Regularization

(2022) Deng Liang et al.   Journal of Healthcare Engineering

Epileptic seizure prediction using spectral width of the covariance matrix

(2022) Dorsa EPMoghaddam et al.   Journal of Neural Engineering

A Stochastic Resonance Electrocardiogram Enhancement Algorithm for Robust QRS Detection

(2022) Cihan Berk Gungor et al.   IEEE Journal of Biomedical and Health Informatics

Adaptive stochastic resonance based convolutional neural network for image classification

(2022) Lingling Duan et al.   CHAOS SOLITONS & FRACTALS

Positive role of bifurcation on stochastic resonance and its application in fault diagnosis under time-varying rotational speed

(2022) Zhile Wang et al.   JOURNAL OF SOUND AND VIBRATION

Similarity-Based Adaptive Window for Improving Classification of Epileptic Seizures with Imbalance EEG Data Stream

(2022) Hayder K. Fatlawi et al.   Entropy

Epileptic Seizure Classification Using Battle Royale Search and Rescue Optimization-Based Deep LSTM

(2022) Anviti Pandey et al.   IEEE Journal of Biomedical and Health Informatics

Interactive local and global feature coupling for EEG-based epileptic seizure detection

(2022) Yanna Zhao et al.   Biomedical Signal Processing and Control

Coupled neurons with multi-objective optimization benefit incipient fault identification of machinery

(2021) Zijian Qiao et al.   CHAOS SOLITONS & FRACTALS

Coherent detection stochastic resonance assisted biomagnetometer for measuring magnetocardiography at room temperature

(2021) Zhiqiang Liao et al.   Applied Physics Express

A novel underdamped continuous unsaturation bistable stochastic resonance method and its application

(2021) Mengdi Li et al.   CHAOS SOLITONS & FRACTALS

Echo state network activation function based on bistable stochastic resonance

(2021) Zhiqiang Liao et al.   CHAOS SOLITONS & FRACTALS

Low-power-consumption physical reservoir computing model based on overdamped bistable stochastic resonance system

(2021) Zhiqiang Liao et al.   NEUROCOMPUTING

Geometric Deep Learning for Subject Independent Epileptic Seizure Prediction Using Scalp EEG Signals

(2021) Theekshana Dissanayake et al.   IEEE Journal of Biomedical and Health Informatics

Spatio-Temporal-Spectral Hierarchical Graph Convolutional Network With Semisupervised Active Learning for Patient-Specific Seizure Prediction

(2021) Yang Li et al.   IEEE Transactions on Cybernetics

The Classification of Gliomas Based on a Pyramid Dilated Convolution ResNet Model

(2020) Zhenyu Lu et al.   PATTERN RECOGNITION LETTERS

Stochastic Resonance Based Visual Perception Using Spiking Neural Networks

(2020) Yuxuan Fu et al.   Frontiers in Computational Neuroscience

Deep Convolutional Neural Network-Based Epileptic Electroencephalogram (EEG) Signal Classification

(2020) Yunyuan Gao et al.   Frontiers in Neurology

Epileptic Signal Classification Based on Synthetic Minority Oversampling and Blending Algorithm

(2020) Dinghan Hu et al.   IEEE Transactions on Cognitive and Developmental Systems

White Noise Background Improves Tone Discrimination by Suppressing Cortical Tuning Curves

(2019) Rasmus Kordt Christensen et al.   Cell Reports

Epilepsy Seizure Prediction on EEG Using Common Spatial Pattern and Convolutional Neural Network

(2019) Yuan Zhang et al.   IEEE Journal of Biomedical and Health Informatics

Convolutional neural networks for seizure prediction using intracranial and scalp electroencephalogram

(2018) Nhan Duy Truong et al.   NEURAL NETWORKS

Epilepsy biomarkers – Toward etiology and pathology specificity

(2018) Asla Pitkänen et al.   NEUROBIOLOGY OF DISEASE

Optimized Multistable Stochastic Resonance for the Enhancement of Pituitary Microadenoma in MRI

(2018) Munendra Singh et al.   IEEE Journal of Biomedical and Health Informatics

An Improved ResNet Based on the Adjustable Shortcut Connections

(2018) Baoqi Li et al.   IEEE Access

Unsupervised EEG Feature Extraction Based on Echo State Network

(2018) Leilei Sun et al.   INFORMATION SCIENCES

Focal onset seizure prediction using convolutional networks

(2017) Haidar Khan et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Automated epileptic seizure detection using improved correlation-based feature selection with random forest classifier

(2017) Md Mursalin et al.   NEUROCOMPUTING

Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals

(2017) U. Rajendra Acharya et al.   COMPUTERS IN BIOLOGY AND MEDICINE

The closed-form solution of the reduced Fokker–Planck–Kolmogorov equation for nonlinear systems

(2016) Lincong Chen et al.   Communications in Nonlinear Science and Numerical Simulation

Automatic identification of epileptic seizures from EEG signals using linear programming boosting

(2016) Ahnaf Rashik Hassan et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

An Automatic Prediction of Epileptic Seizures Using Cloud Computing and Wireless Sensor Networks

(2016) Sanjay Sareen et al.   JOURNAL OF MEDICAL SYSTEMS

EEG interpretation reliability and interpreter confidence: A large single-center study

(2014) Arthur C. Grant et al.   EPILEPSY & BEHAVIOR

Preprocessing effects of 22 linear univariate features on the performance of seizure prediction methods

(2013) Jalil Rasekhi et al.   JOURNAL OF NEUROSCIENCE METHODS

EEG From a Single-Channel Dry-Sensor Recording Device

(2012) Stuart J. Johnstone et al.   CLINICAL EEG AND NEUROSCIENCE

Seizure prediction using EEG spatiotemporal correlation structure

(2012) James R. Williamson et al.   EPILEPSY & BEHAVIOR

Blind source separation, wavelet denoising and discriminant analysis for EEG artefacts and noise cancelling

(2011) R. Romo Vázquez et al.   Biomedical Signal Processing and Control

AUTOMATIC IDENTIFICATION OF EPILEPTIC AND BACKGROUND EEG SIGNALS USING FREQUENCY DOMAIN PARAMETERS

(2010) OLIVER FAUST et al.   International Journal of Neural Systems

The statistics of a practical seizure warning system

(2008) David E Snyder et al.   Journal of Neural Engineering