OOIR: Observatory of International Research

Papers

(The TQCC of International Journal of Neural Systems is 13. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-09-01 to 2025-09-01.)

Article	Citations
Response to the Discussion on S. Shirani, A. Valentin, G. Alarcon, F. Kazi and S. Sanei, Separating Inhibitory and Excitatory Responses of Epileptic Brain to Single-Pulse Electrical Stimulation, Inter	83
A Heterogeneous Attractor Model for Neural Dynamical Mechanism of Movement Preparation	70
Introduction	70
Editorial — A journal that promotes excellence through uncompromising review process: Reflection of freedom of speech and scientific publication	59
Impulsivity Classification Using EEG Power and Explainable Machine Learning	52
Scene Text Detection Based on Text Stroke Components	52
Neonatal White Matter Damage Analysis Using DTI Super-Resolution and Multi-Modality Image Registration	47
Edge Computing Transformers for Fall Detection in Older Adults	41
Matrix Representation of Virus Machines and an Application to the Discrete Logarithm Problem	41
Adaptive Dynamic Surface Control of Epileptor Model Based on Nonlinear Luenberger State Observer	38
Author Index Volume 31 (2021)	36
Dynamic Regulation of the Serotonin–Dopamine Interaction Within a Meta-reinforcement Learning Framework Encompassing the Prefrontal Cortex and Basal Ganglia	34
A Diagnostic Strategy via Multiresolution Synchrosqueezing Transform on Obsessive Compulsive Disorder	31
Epileptic Seizure Detection with an End-to-End Temporal Convolutional Network and Bidirectional Long Short-Term Memory Model	31
On the Tuning of the Computation Capability of Spiking Neural Membrane Systems with Communication on Request	31
Wavelet-Based Biphase Analysis of Brain Rhythms in Automated Wake–Sleep Classification	31
Graph Spectral Analysis Using Electroencephalography in Alzheimer Disease and Frontotemporal Dementia Patients	30
Announcement: The 2023 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	29
Decoding Continuous Tracking Eye Movements from Cortical Spiking Activity	28
Automatic Seizure Identification from EEG Signals Based on Brain Connectivity Learning	27
Asynchronous Numerical Spiking Neural Membrane Systems with Local Synchronization	27
Automated Quality Evaluation of Large-Scale Benchmark Datasets for Vision-Language Tasks	27
Minimal Neural Network Conditions for Encoding Future Interactions	27
An Enhanced Random Convolutional Kernel Transform for Diverse and Robust Feature Extraction from High-Density Surface Electromyograms for Cross-day Gesture Recognition	26
Bimodal Feature Analysis with Deep Learning for Autism Spectrum Disorder Detection	26

Attention-Based Convolutional Recurrent Deep Neural Networks for the Prediction of Response to Repetitive Transcranial Magnetic Stimulation for Major Depressive Disorder	26
Anomaly Detection Using Complete Cycle Consistent Generative Adversarial Network	25
Performance Evaluation of Error-Correcting Output Coding Based on Noisy and Noiseless Binary Classifiers	25
Control of Transcranial Direct Current Stimulation Duration by Assessing Functional Connectivity of Near-Infrared Spectroscopy Signals	25
Human Gait Activity Recognition Using Multimodal Sensors	24
Detection of Movement Intention in EEG-Based Brain-Computer Interfaces Using Fourier-Based Synchrosqueezing Transform	24
A Sentiment Analysis Anomaly Detection System for Cyber Intelligence	24
Improved Neurophysiological Process Imaging Through Optimization of Kalman Filter Initial Conditions	24
A Forward Learning Algorithm for Neural Memory Ordinary Differential Equations	24
Decoding Color Visual Working Memory from EEG Signals Using Graph Convolutional Neural Networks	23
A Salient Object Detection Network Enhanced by Nonlinear Spiking Neural Systems and Transformer	23
End-User Confidence in Artificial Intelligence-Based Predictions Applied to Biomedical Data	22
Efficient EEG Feature Learning Model Combining Random Convolutional Kernel with Wavelet Scattering for Seizure Detection	22
Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism	22
Bridges Between Spiking Neural Membrane Systems and Virus Machines	22
Reducing Artifact Preprocessing in Heart Rate Variability-Based Personalized Psychosis Prediction Using Adaptive Long Short-Term Memory Models	21
Modeling Emerging Interpersonal Synchrony and its Related Adaptive Short-Term Affiliation and Long-Term Bonding: A Second-Order Multi-Adaptive Neural Agent Model	21
Tiled Sparse Coding in Eigenspaces for Image Classification	19
A Hardware-Efficient Novelty-Aware Spike Sorting Approach for Brain-Implantable Microsystems	18
Multi-View Graph Contrastive Learning via Adaptive Channel Optimization for Depression Detection in EEG Signals	18
Integrating Nearest Neighbors with Neural Network Models for Treatment Effect Estimation	18
Tiny Convolutional Neural Network with Supervised Contrastive Learning for Epileptic Seizure Prediction	18
Discriminative Power of Handwriting and Drawing Features in Depression	18
A Prediction Model Based on Gated Nonlinear Spiking Neural Systems	17
Neuronal Waveform Classification in Multielectrode Recordings Using Machine Learning Techniques and Multidimensional Analysis	17
Hierarchical Bayesian Causality Network to Extract High-Level Semantic Information in Visual Cortex	17
An Evolutionary Attention-Based Network for Medical Image Classification	17
Epileptic Seizure Prediction Using Attention Augmented Convolutional Network	16
A Conditional Generative Adversarial Network and Transfer Learning-Oriented Anomaly Classification System for Electrospun Nanofibers	16
Quantifying the Generation Process of Multi-Level Tactile Sensations via ERP Component Investigation	16
Brain Networks Modulation in Young and Old Subjects During Transcranial Direct Current Stimulation Applied on Prefrontal and Parietal Cortex	16
Adolescent Depression Detection Model Based on Multimodal Data of Interview Audio and Text	16
A Bidirectional Feedforward Neural Network Architecture Using the Discretized Neural Memory Ordinary Differential Equation	15
A Federated Learning Protocol for Spiking Neural Membrane Systems	15
Motor Intention Decoding from the Upper Limb by Graph Convolutional Network Based on Functional Connectivity	15
Coherence-Based Graph Convolution Network to Assess Brain Reorganization in Spinal Cord Injury Patients	15
Driver Drowsiness EEG Detection Based on Tree Federated Learning and Interpretable Network	15
A Prediction Model for Normal Variation of Somatosensory Evoked Potential During Scoliosis Surgery	15
Architecture Knowledge Distillation for Evolutionary Generative Adversarial Network	14
Toward a Biologically Plausible SNN-Based Associative Memory with Context-Dependent Hebbian Connectivity	14
Uncertainty-Guided Voxel-Level Supervised Contrastive Learning for Semi-Supervised Medical Image Segmentation	14
Algorithm Recommendation and Performance Prediction Using Meta-Learning	14
Online and Cross-User Finger Movement Pattern Recognition by Decoding Neural Drive Information from Surface Electromyogram	14
From Intricacy to Conciseness: A Progressive Transfer Strategy for EEG-Based Cross-Subject Emotion Recognition	14
Supported Diagnosis of Attention Deficit and Hyperactivity Disorder from EEG Based on Interpretable Kernels for Hidden Markov Models	14
Classification of Depth of Coma Using Complexity Measures and Nonlinear Features of Electroencephalogram Signals	14
Introduction	14
A Feed-Forward Neural Network for Increasing the Hopfield-Network Storage Capacity	14
Brain Computer Interfaces for Assisted Communication in Paralysis and Quality of Life	13
Enhancing Motor Imagery Classification with Residual Graph Convolutional Networks and Multi-Feature Fusion	13

Unsupervised Brain MRI Anomaly Detection via Inter-Realization Channels	13
Spatial-Temporal Dynamic Hypergraph Information Bottleneck for Brain Network Classification	13
Hybrid Network for Patient-Specific Seizure Prediction from EEG Data	13
Bridging Imaging and Clinical Scores in Parkinson’s Progression via Multimodal Self-Supervised Deep Learning	13
Dynamics of the “Cognitive” Brain Wave P3b at Rest for Alzheimer Dementia Prediction in Mild Cognitive Impairment	13