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Roles of Very Fast Ripple (500-1000Hz) in the Hippocampal Network During Status Epilepticus

期刊: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2021; 31 (4)

Very fast ripples (VFRs, 500-1000 Hz) are considered more specific than high-frequency oscillations (80-500 Hz) as biomarkers of epileptogenic zones. ......

Optimization of Model Training Based on Iterative Minimum Covariance Determinant In Motor-Imagery BCI

期刊: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2021; 31 (07)

The common spatial patterns (CSP) algorithm is one of the most frequently used and effective spatial filtering methods for extracting relevant feature......

One-Shot Neural Architecture Search by Dynamically Pruning Supernet in Hierarchical Order

期刊: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2021; 31 (07)

Neural Architecture Search (NAS), which aims at automatically designing neural architectures, recently draw a growing research interest. Different fro......

Discrimination Improvement Through Undesirable Feedback in Coupling Object Manipulation Tasks

期刊: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2021; 31 (5)

Subjective effort can significantly affect the ability of humans to act optimally in dynamic manipulation tasks. In a previous study, we designed a co......

A Multi-Objective Evolutionary Approach Based on Graph-in-Graph for Neural Architecture Search of Convolutional Neural Networks

期刊: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2021; 31 (09)

With the development of deep learning, the design of an appropriate network structure becomes fundamental. In recent years, the successful practice of......

A Deep Fourier Neural Network for Seizure Prediction Using Convolutional Neural Network and Ratios of Spectral Power

期刊: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2021; 31 (08)

Epileptic seizure prediction is one of the most used therapeutic adjuvant strategies for drug-resistant epilepsy. Conventional methods usually adopt h......

The Automatic Detection of Seizure Based on Tensor Distance And Bayesian Linear Discriminant Analysis

期刊: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2021; 31 (5)

Electroencephalogram (EEG) plays an important role in recording brain activity to diagnose epilepsy. However, it is not only laborious, but also not v......

The Influence of Visual Attention on The Performance of A Novel Tactile P300 Brain-Computer Interface with Cheeks-Stim Paradigm

期刊: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2021; 31 (4)

Tactile P300 brain-computer interface (BCI) generally has a worse accuracy and information transfer rate (ITR) than the visual-based BCI. It may be du......

Improving Botulinum Toxin Efficiency in Treating Post-Stroke Spasticity Using 3D Innervation Zone Imaging

期刊: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2021; 31 (4)

Spasticity is a common post-stroke syndrome that imposes significant adverse impacts on patients and caregivers. This study aims to improve the effici......

Graph Attention Network with Focal Loss for Seizure Detection on Electroencephalography Signals

期刊: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2021; 31 (07)

Automatic seizure detection from electroencephalogram (EEG) plays a vital role in accelerating epilepsy diagnosis. Previous researches on seizure dete......

Feature Selection Combining Filter and Wrapper Methods for Motor-Imagery Based Brain-Computer Interfaces

期刊: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2021; 31 (09)

Motor imagery (MI) based brain-computer interfaces help patients with movement disorders to regain the ability to control external devices. Common spa......

Decision-Feedback Stages Revealed by Hidden Markov Modeling of EEG

期刊: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2021; 31 (07)

Decision response and feedback in gambling are interrelated. Different decisions lead to different ranges of feedback, which in turn influences subseq......

Detecting Connected Consciousness During Propofol-Induced Anesthesia Using EEG Based Brain Decoding

期刊: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2021; 31 (06)

Connected consciousness refers to the state when external stimuli can enter into the stream of our consciousness experience. Emerging evidence suggest......

Evolution-Communication Spiking Neural P Systems

期刊: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2021; 31 (2)

Spiking neural P systems (SNP systems) are a class of distributed and parallel computation models, which are inspired by the way in which neurons proc......

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