OOIR: Observatory of International Research

Papers

(The TQCC of International Journal of Neural Systems is 12. 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 2021-05-01 to 2025-05-01.)

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	90
Introduction	79
Scene Text Detection Based on Text Stroke Components	72
A Heterogeneous Attractor Model for Neural Dynamical Mechanism of Movement Preparation	62
Impulsivity Classification Using EEG Power and Explainable Machine Learning	53
Editorial — A journal that promotes excellence through uncompromising review process: Reflection of freedom of speech and scientific publication	50
Neonatal White Matter Damage Analysis Using DTI Super-Resolution and Multi-Modality Image Registration	50
Hysteresis Modeling in Iron-Dominated Magnets Based on a Multi-Layered NARX Neural Network Approach	48
Wavelet-Based Biphase Analysis of Brain Rhythms in Automated Wake–Sleep Classification	47
Author Index Volume 31 (2021)	43
Adaptive Dynamic Surface Control of Epileptor Model Based on Nonlinear Luenberger State Observer	42
Announcement: The 2023 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	39
Edge Computing Transformers for Fall Detection in Older Adults	39
A Diagnostic Strategy via Multiresolution Synchrosqueezing Transform on Obsessive Compulsive Disorder	38
Asynchronous Numerical Spiking Neural Membrane Systems with Local Synchronization	38
Attention-Based Convolutional Recurrent Deep Neural Networks for the Prediction of Response to Repetitive Transcranial Magnetic Stimulation for Major Depressive Disorder	34
Automatic Seizure Identification from EEG Signals Based on Brain Connectivity Learning	33
Automated Quality Evaluation of Large-Scale Benchmark Datasets for Vision-Language Tasks	30
Decoding Continuous Tracking Eye Movements from Cortical Spiking Activity	30
Epileptic Seizure Detection with an End-to-End Temporal Convolutional Network and Bidirectional Long Short-Term Memory Model	29
Minimal Neural Network Conditions for Encoding Future Interactions	29
Performance Evaluation of Error-Correcting Output Coding Based on Noisy and Noiseless Binary Classifiers	28
On the Tuning of the Computation Capability of Spiking Neural Membrane Systems with Communication on Request	28
Generation of Chow Parameters and Reduced Variables Through Nearest Neighbor Relations in Threshold Networks	26
Control of Transcranial Direct Current Stimulation Duration by Assessing Functional Connectivity of Near-Infrared Spectroscopy Signals	26

Anomaly Detection Using Complete Cycle Consistent Generative Adversarial Network	25
Improved Neurophysiological Process Imaging Through Optimization of Kalman Filter Initial Conditions	25
A Forward Learning Algorithm for Neural Memory Ordinary Differential Equations	25
Human Gait Activity Recognition Using Multimodal Sensors	25
Detection of Movement Intention in EEG-Based Brain-Computer Interfaces Using Fourier-Based Synchrosqueezing Transform	25
Decoding Color Visual Working Memory from EEG Signals Using Graph Convolutional Neural Networks	24
Bimodal Feature Analysis with Deep Learning for Autism Spectrum Disorder Detection	24
A Sentiment Analysis Anomaly Detection System for Cyber Intelligence	23
Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism	23
A Neurorobotic Embodiment for Exploring the Dynamical Interactions of a Spiking Cerebellar Model and a Robot Arm During Vision-Based Manipulation Tasks	23
End-User Confidence in Artificial Intelligence-Based Predictions Applied to Biomedical Data	22
Bridges Between Spiking Neural Membrane Systems and Virus Machines	22
Modeling Emerging Interpersonal Synchrony and its Related Adaptive Short-Term Affiliation and Long-Term Bonding: A Second-Order Multi-Adaptive Neural Agent Model	22
Efficient EEG Feature Learning Model Combining Random Convolutional Kernel with Wavelet Scattering for Seizure Detection	22
Tiled Sparse Coding in Eigenspaces for Image Classification	21
Hierarchical Bayesian Causality Network to Extract High-Level Semantic Information in Visual Cortex	21
Time–Frequency Decomposition of Scalp Electroencephalograms Improves Deep Learning-Based Epilepsy Diagnosis	21
A Hardware-Efficient Novelty-Aware Spike Sorting Approach for Brain-Implantable Microsystems	19
Discriminative Power of Handwriting and Drawing Features in Depression	19
Neuronal Waveform Classification in Multielectrode Recordings Using Machine Learning Techniques and Multidimensional Analysis	19
A Prediction Model Based on Gated Nonlinear Spiking Neural Systems	18
Multi-View Graph Contrastive Learning via Adaptive Channel Optimization for Depression Detection in EEG Signals	18
An Evolutionary Attention-Based Network for Medical Image Classification	18
Integrating Nearest Neighbors with Neural Network Models for Treatment Effect Estimation	18
Detecting Connected Consciousness During Propofol-Induced Anesthesia Using EEG Based Brain Decoding	17
Brain Networks Modulation in Young and Old Subjects During Transcranial Direct Current Stimulation Applied on Prefrontal and Parietal Cortex	17
A Bidirectional Feedforward Neural Network Architecture Using the Discretized Neural Memory Ordinary Differential Equation	17
Tiny Convolutional Neural Network with Supervised Contrastive Learning for Epileptic Seizure Prediction	17
Quantifying the Generation Process of Multi-Level Tactile Sensations via ERP Component Investigation	17
Adolescent Depression Detection Model Based on Multimodal Data of Interview Audio and Text	17
Epileptic EEG Classification by Using Time-Frequency Images for Deep Learning	16
A Conditional Generative Adversarial Network and Transfer Learning-Oriented Anomaly Classification System for Electrospun Nanofibers	16
Driver Drowsiness EEG Detection Based on Tree Federated Learning and Interpretable Network	16
Epileptic Seizure Prediction Using Attention Augmented Convolutional Network	15
A Knowledge-Based Deep Learning Architecture for Aspect-Based Sentiment Analysis	15
Motor Intention Decoding from the Upper Limb by Graph Convolutional Network Based on Functional Connectivity	14
A Prediction Model for Normal Variation of Somatosensory Evoked Potential During Scoliosis Surgery	14
Coherence-Based Graph Convolution Network to Assess Brain Reorganization in Spinal Cord Injury Patients	14
A Comparison of Conventional and Tri-Polar EEG Electrodes for Decoding Real and Imaginary Finger Movements from One Hand	14
Architecture Knowledge Distillation for Evolutionary Generative Adversarial Network	13
A Federated Learning Protocol for Spiking Neural Membrane Systems	13
Supported Diagnosis of Attention Deficit and Hyperactivity Disorder from EEG Based on Interpretable Kernels for Hidden Markov Models	13
Introduction	13
Online and Cross-User Finger Movement Pattern Recognition by Decoding Neural Drive Information from Surface Electromyogram	13
A Feed-Forward Neural Network for Increasing the Hopfield-Network Storage Capacity	13
Uncertainty-Guided Voxel-Level Supervised Contrastive Learning for Semi-Supervised Medical Image Segmentation	12
Enhancing Motor Imagery Classification with Residual Graph Convolutional Networks and Multi-Feature Fusion	12
Spatial-Temporal Dynamic Hypergraph Information Bottleneck for Brain Network Classification	12
Algorithm Recommendation and Performance Prediction Using Meta-Learning	12
Toward a Biologically Plausible SNN-Based Associative Memory with Context-Dependent Hebbian Connectivity	12

Bridging Imaging and Clinical Scores in Parkinson’s Progression via Multimodal Self-Supervised Deep Learning	12
From Intricacy to Conciseness: A Progressive Transfer Strategy for EEG-Based Cross-Subject Emotion Recognition	12
Classification of Depth of Coma Using Complexity Measures and Nonlinear Features of Electroencephalogram Signals	12
Dynamics of the “Cognitive” Brain Wave P3b at Rest for Alzheimer Dementia Prediction in Mild Cognitive Impairment	12