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ORCIDInternational Journal of Neural Systems, Volume 35
Volume 35, Number 1, January 2025
- Xiaoyu Song
, Tianruo Guo, Saidong Ma, Feng Zhou, Jiaxin Tian, Zhengyang Liu, Jiao Liu, Heng Li, Yao Chen, Xinyu Chai, Liming Li:
Spatially Selective Retinal Ganglion Cell Activation Using Low Invasive Extraocular Temporal Interference Stimulation. 2450066:1-2450066:23 - Zhihua Wang, Jingjun Gu, Wang Zhou, Quansong He, Tianli Zhao, Jialong Guo, Li Lu, Tao He, Jiajun Bu:
Neural Memory State Space Models for Medical Image Segmentation. 2450068:1-2450068:19 - Fangzhou Xu, Weiyou Shi, Chengyan Lv, Yuan Sun, Shuai Guo, Chao Feng, Yang Zhang, Tzyy-Ping Jung, Jiancai Leng:
Enhancing Motor Imagery Classification with Residual Graph Convolutional Networks and Multi-Feature Fusion. 2450069:1-2450069:21 - Kendra K. Noneman, J. Patrick Mayo:
Decoding Continuous Tracking Eye Movements from Cortical Spiking Activity. 2450070:1-2450070:29 - Liang Zhao, Renling Zou, Linpeng Jin:
Deep Learning Recognition of Paroxysmal Kinesigenic Dyskinesia Based on EEG Functional Connectivity. 2550001:1-2550001:18
Volume 35, Number 2, February 2025
- Chenchen Cheng, Yunbo Shi, Yan Liu, Bo You, Yuanfeng Zhou, Ardalan Aarabi, Yakang Dai:
Sparse Spike Feature Learning to Recognize Traceable Interictal Epileptiform Spikes. 2450071:1-2450071:18 - Romeo Lanzino, Danilo Avola, Federico Fontana, Luigi Cinque, Francesco Scarcello, Gian Luca Foresti:
SATEER: Subject-Aware Transformer for EEG-Based Emotion Recognition. 2550002:1-2550002:18 - Wenrong Hu, Juan Wang, Feng Li, Daohui Ge, Yuxia Wang, Qingwei Jia, Shasha Yuan:
A Modified Transformer Network for Seizure Detection Using EEG Signals. 2550003:1-2550003:15 - Zahra Dehghanian, Saeed Saravani, Maryam Amirmazlaghani, Mohamad Rahmati:
Anomaly Detection Using Complete Cycle Consistent Generative Adversarial Network. 2550004:1-2550004:16 - Kaizheng Wang, Ruohan Zhou, Jian Wang, Ferrante Neri, Yitong Fu, Shunzhen Zhou:
A Cloud Detection Network Based on Adaptive Laplacian Coordination Enhanced Cross-Feature U-Net. 2550005:1-2550005:21
Volume 35, Number 3, March 2025
- Giuseppe Placidi, Luigi Cinque, Gian Luca Foresti, Francesca Galassi, Filippo Mignosi, Michele Nappi, Matteo Polsinelli:
A Context-Dependent CNN-Based Framework for Multiple Sclerosis Segmentation in MRI. 2550006:1-2550006:19 - Matteo Cavaleri, Claudio Zandron:
Exploring the Versatility of Spiking Neural Networks: Applications Across Diverse Scenarios. 2550007:1-2550007:15 - Xinying Li, Shengjie Yan, Yonglin Wu, Chenyun Dai, Yao Guo:
A Novel State Space Model with Dynamic Graphic Neural Network for EEG Event Detection. 2550008:1-2550008:14 - Wei Huang, Ying Tang, Sizhuo Wang, Jingpeng Li, Kaiwen Cheng, Hongmei Yan:
Unraveling the Differential Efficiency of Dorsal and Ventral Pathways in Visual Semantic Decoding. 2550009:1-2550009:19 - Shixuan Meng, Rongxin Jiang, Xiang Tian, Fan Zhou, Yaowu Chen, Junjie Liu, Chen Shen:
Multi-Label Zero-Shot Learning Via Contrastive Label-Based Attention. 2550010:1-2550010:15 - Zahrul Jannat Peya, Mahfuza Akter Maria, Sk. Imran Hossain, M. A. H. Akhand, Nazmul H. Siddique:
Autism Spectrum Disorder Detection Using Prominent Connectivity Features from Electroencephalography. 2550011:1-2550011:18
Volume 35, Number 4, April 2025
- Yu Xue, Yan Lin, Ferrante Neri:
Architecture Knowledge Distillation for Evolutionary Generative Adversarial Network. 2550013:1-2550013:18 - Haowen Zhao, Yunfei Liu, Xinhui Li, Xiang Chen, Xu Zhang:
Online and Cross-User Finger Movement Pattern Recognition by Decoding Neural Drive Information from Surface Electromyogram. 2550014:1-2550014:14 - Xin Zhou, Zeyu Jiang, Shihua Zhou, Zhaohui Ren, Yongchao Zhang, Tianzhuang Yu, Yulin Liu:
Frequency-Assisted Local Attention in Lower Layers of Visual Transformers. 2550015:1-2550015:18 - Sergio Diez-Hermano, Gonzalo Aparicio-Rodriguez, Paloma Manubens, Abel Sanchez-Jimenez, Carlos Calvo Tapia, David Levcik, José Antonio Villacorta-Atienza:
Minimal Neural Network Conditions for Encoding Future Interactions. 2550016:1-2550016:22 - Zvi Kam, Lorenzo Peracchio, Giovanna Nicora:
End-User Confidence in Artificial Intelligence-Based Predictions Applied to Biomedical Data. 2550017:1-2550017:19
Volume 35, Number 5, May 2025
- Muhammad Shahroz Ajmal, Guohua Geng, Xiaofeng Wang, Mohsin Ashraf:
Self-Supervised Image Segmentation Using Meta-Learning and Multi-Backbone Feature Fusion. 2550012:1-2550012:14 - Min Pan, Qiang Li, Jiangling Song, Bo Wang, Wenhua Wang, Rui Zhang:
Understanding the Spatio-Temporal Coupling of Spikes and Spindles in Focal Epilepsy Through a Network-Level Computational Model. 2550018:1-2550018:17 - Lining Yin, Lanyun Cui, Ying Yu, Qingyun Wang:
A Heterogeneous Attractor Model for Neural Dynamical Mechanism of Movement Preparation. 2550019:1-2550019:19 - Xinyue Hou, Pengsen Cheng, Hongyu Gao, Xin Li, Jiayong Liu:
Scene Text Detection Based on Text Stroke Components. 2550020:1-2550020:16 - Jiancai Leng, Jiaqi Zhao, Yongjian Wu, Chengyan Lv, Zhixiao Lun, Yanzi Li, Chao Zhang, Bin Zhang, Yang Zhang, Fangzhou Xu, Changsong Yi, Tzyy-Ping Jung:
Coherence-Based Graph Convolution Network to Assess Brain Reorganization in Spinal Cord Injury Patients. 2550021:1-2550021:17 - Mahdi Kamali Dolatabadi, Marzieh Kamali, Farzaneh Shayegh:
Adaptive Dynamic Surface Control of Epileptor Model Based on Nonlinear Luenberger State Observer. 2550022:1-2550022:18
Volume 35, Number 6, June 2025
- José Manuel Ferrández:
Introduction. 2502002:1
- Hyung-Jun Moon, Sung-Bae Cho:
Continual Learning by Contrastive Learning of Regularized Classes in Multivariate Gaussian Distributions. 2550025:1-2550025:13 - Nicolás J. Gallego-Molina, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Wai Lok Woo:
Multimodal Integration of EEG and Near-Infrared Spectroscopy for Robust Cross-Frequency Coupling Estimation. 2550028:1-2550028:17 - Pedro Gómez-Vilda, Andrés Gómez-Rodellar, Jirí Mekyska, Agustín Álvarez-Marquina, Daniel Palacios-Alonso, Irena Rektorová:
Assessing Laryngeal Neuromotor Activity from Phonation. 2550029:1-2550029:19 - Rocío López-Peco, Mikel Val-Calvo, Cristina Soto-Sánchez, Adrián Villamarin-Ortiz, Gloria Ruiz-Boix, José Manuel Ferrández-Vicente, Eduardo Fernández:
Neuronal Waveform Classification in Multielectrode Recordings Using Machine Learning Techniques and Multidimensional Analysis. 2550031:1-2550031:18 - Ignacio Rodríguez-Rodríguez, José Ignacio Mateo-Trujillo, Andrés Ortiz, Nicolás J. Gallego-Molina, Diego Castillo-Barnes, Juan Luis Luque:
Directed Weighted EEG Connectogram Insights of One-to-One Causality for Identifying Developmental Dyslexia. 2550032:1-2550032:21 - Jingyi He, Joël M. H. Karel, Marcus L. F. Janssen, Erik D. Gommer, Catherine J. Vossen, Enrique Hortal:
Predicting Intraoperative Burst Suppression Using Preoperative EEG and Patient Characteristics. 2550033:1-2550033:16
Volume 35, Number 7, July 2025
- Jiaqi Wang, Haotian Li, Chuanyu Li, Weisen Lu, Haozhou Cui, Xiangwen Zhong, Shuhao Ren, Zhida Shang, Weidong Zhou:
Efficient Seizure Detection by Complementary Integration of Convolutional Neural Network and Vision Transformer. 2550023:1-2550023:17 - Pengfei Sun, Jorg De Winne, Malu Zhang, Paul Devos, Dick Botteldooren:
Electroencephalography Decoding with Conditional Identification Generator. 2550024:1-2550024:14 - Gema Benedicto-Rodríguez, Facundo Bosch, Carlos G. Juan, María Paula Bonomini, Antonio Fernández-Caballero, Eduardo Fernández-Jover, José Manuel Ferrández-Vicente:
Understanding Robot Gesture Perception in Children with Autism Spectrum Disorder during Human-Robot Interaction. 2550026:1-2550026:19 - David Gonzalez Calleja, Luis Sigcha, Juan-Manuel López, César Asensio, Ignacio Pavón, Nélson Costa, Susana P. G. Costa, Miguel F. Gago, Juan Carlos Martínez-Castrillo, Guillermo de Arcas:
Evolution of the Motor Symptoms in Parkinson Disease under Auditory Stimulation. 2550030:1-2550030:23 - Yongfeng Zhang, Hailing Feng, Shuai Wang, Hongbin Lv, Tiantian Xiao, Ziwei Wang, Yanna Zhao:
Tiny Convolutional Neural Network with Supervised Contrastive Learning for Epileptic Seizure Prediction. 2550034:1-2550034:14
Volume 35, Number 8, August 2025
- Junjie Li, Hong Peng, Bing Li, Zhicai Liu, Rikong Lugu, Bingyan He:
Global-Local Feature Fusion Network Based on Nonlinear Spiking Neural Convolutional Model for MRI Brain Tumor Segmentation. 2550036:1-2550036:18 - Zhenhua Xie, Jian Lian, Dong Wang:
Enhanced Graph Attention Network by Integrating Transformer for Epileptic EEG Identification. 2550037:1-2550037:14 - Fengxiang Liao, Lu Leng, Ziyuan Yang, Bob Zhang:
Multi-Order Extension Codes for Palmprint Recognition. 2550039:1-2550039:13 - Federica Robertazzi, Matteo Vissani, Egidio Falotico:
Dynamic Regulation of the Serotonin-Dopamine Interaction Within a Meta-reinforcement Learning Framework Encompassing the Prefrontal Cortex and Basal Ganglia. 2550040:1-2550040:38 - Reza Nazari, Mostafa Salehi, Afshin Shoeibi:
An Explainable Connectome Convolutional Transformer for Multimodal Autism Spectrum Disorder Classification. 2550043:1-2550043:16
Volume 35, Number 9, September 2025
- Xiangle Ping, Wenhui Huang:
Interactive EEG Emotion Recognition with Incremental Gaussian Processes. 2550041:1-2550041:17 - Pablo Zubasti, Miguel A. Patricio, Antonio Berlanga, José M. Molina:
Optimizing Dementia Diagnosis Through Distance-Correlation Feature Space and Dimensionality Reduction. 2550042:1-2550042:18 - Juan A. Barios, Yolanda Vales, José M. Catalán, Andrea Blanco-Ivorra, David Martínez-Pascual, Nicolás García-Aracil:
Post-Movement Beta Rebound for Longitudinal Monitoring of Motor Rehabilitation in Stroke Patients Using an Exoskeleton-Assisted Paradigm. 2550044:1-2550044:18 - Yangyang Yuan, Jionghui Liu, Xinyu Jiang, Jiahao Fan, Chih-Hong Chou, Chenyun Dai:
Understanding of Task-Specific and Subject-Specific Components in Surface EMG. 2550046:1-2550046:17 - María Paula Bonomini, Eduardo Ghiglioni, Noelia Belén Rios:
Graph Spectral Analysis Using Electroencephalography in Alzheimer Disease and Frontotemporal Dementia Patients. 2550048:1-2550048:16
Volume 35, Number 10, October 2025
- Francisco Portal, Javier de Lope Asiaín, Manuel Graña:
A Performance Benchmarking Review of Transformers for Speaker-Independent Speech Emotion Recognition. 2530001:1-2530001:16
- Hussain Ahmad Madni, Hafsa Shujat, Axel De Nardin, Silvia Zottin, Gian Luca Foresti:
Unsupervised Brain MRI Anomaly Detection via Inter-Realization Channels. 2550047:1-2550047:15 - Longfei Qi, Shasha Yuan, Feng Li, Junliang Shang, Juan Wang, Shihan Wang:
A Contrastive Learning-Enhanced Residual Network for Predicting Epileptic Seizures Using EEG Signals. 2550050:1-2550050:16 - Yu Xue, Keyu Liu, Ferrante Neri:
Dominant Classifier-assisted Hybrid Evolutionary Multi-objective Neural Architecture Search. 2550051:1-2550051:16 - Gabriel Rojas-Albarracín, António Manuel de Jesús Pereira, Antonio Fernández-Caballero, María T. López:
Expanding Domain-Specific Datasets with Stable Diffusion Generative Models for Simulating Myocardial Infarction. 2550052:1-2550052:12 - Leyi Zhang, Jiayi Li, Yu Yan, Xiaolong Xu, Lei Zhang:
A Stability-Aware Dual-Head Network with Prototype-Based Consistency for Semi-Supervised Medical Image Segmentation. 2550054:1-2550054:16
Volume 35, Number 11, November 2025
- Marian Gheorghe, Alberto Leporati, Ferrante Neri, David Orellana-Martín, Mario J. Pérez-Jiménez:
Introduction. 2502003:1-2502003:2 - Sergey Yu. Makovkin, Susan Yu Gordleeva, Innokentiy Kastalskiy:
Toward a Biologically Plausible SNN-Based Associative Memory with Context-Dependent Hebbian Connectivity. 2550027:1-2550027:16 - Antonio Grillo, Claudio Zandron:
On the Computational Complexity of Spiking Neural Membrane Systems with Colored Spikes. 2550035:1-2550035:18 - Peng Wang, Minglong He, Hong Peng, Zhicai Liu:
Nonlinear Spiking Neural Systems for Thermal Image Semantic Segmentation Networks. 2550038:1-2550038:16 - Wang Li, Xia Meichen, Hong Peng, Zhicai Liu, Jun Guo:
A Salient Object Detection Network Enhanced by Nonlinear Spiking Neural Systems and Transformer. 2550045:1-2550045:14 - Antonio Ramírez-de-Arellano, David Orellana-Martín, Mario J. Pérez-Jiménez, Francis George C. Cabarle, Henry N. Adorna:
Matrix Representation of Virus Machines and an Application to the Discrete Logarithm Problem. 2550049:1-2550049:17 - Yongqiang Ma, Bailin Guo, Xuetao Zhang:
Multi-layer Feature Cascade Fusion Spiking Neural Network for Object Detection. 2550063:1-2550063:16
Volume 35, Number 12, December 2025
- Lazaros S. Iliadis:
Introduction. 2502005:1-2502005:2 - Theodoros Tsiolakis, Nikolaos Pavlidis, Vasileios Perifanis, Pavlos S. Efraimidis:
Evaluation of Bio-Inspired Models under Different Learning Settings for Energy Efficiency in Network Traffic Prediction. 2550058:1-2550058:16 - Debby Bouma, Jan Treur, Sophie C. F. Hendrikse:
Integrative Multi-Adaptive Biological-Mental-Social Network Modeling of Changing Social and Organizational Contexts, Epigenetics, Personality Traits and Burnout Dimensions. 2550061:1-2550061:31 - Paraskevi V. Tsakmaki, Sotiris K. Tasoulis, Spiros V. Georgakopoulos, Vassilis P. Plagianakos:
Reducing Artifact Preprocessing in Heart Rate Variability-Based Personalized Psychosis Prediction Using Adaptive Long Short-Term Memory Models. 2550064:1-2550064:16 - Petros Barmpas, Panagiotis Anagnostou, Sotiris K. Tasoulis, Vassilis P. Plagianakos, Spiros V. Georgakopoulos:
Efficient Hybrid Hierarchical Clustering with Incremental Silhouette Score for Large, Noisy Datasets. 2550076:1-2550076:16 - Naohiro Ishii, Kazunori Iwata, Kazuya Odagiri, Tokuro Matsuo:
Directed Vectors for Generation of Independent Subspaces in the Bio-inpired Networks. 2550079:1-2550079:15
Volume 35, Number 13, December 2025
- Zvi Kam, Giovanna Nicora:
Editorial - A Journal that Promotes Excellence Through Uncompromising Review Process: Reflection of Freedom of Speech and Scientific Publication. 2502001:1-2502001:2 - Han Sun:
Preface. 2502004:1
- Gergo Bognár, Manuel Feindert, Christian Huber, Michael Lunglmayr, Mario Huemer, Péter Kovács:
Deep Unfolded Variable Projection Networks. 2550053:1-2550053:18 - José A. Rodríguez-Rodríguez, Miguel A. Molina-Cabello, Rafaela Benítez-Rochel, Ezequiel López-Rubio:
Consensus-Based 3D View Generation from Noisy Images. 2550057:1-2550057:16 - Ferrante Neri, Mengchen Yang, Yu Xue:
A Compound-Eye-Inspired Multi-Scale Neural Architecture with Integrated Attention Mechanisms. 2550065:1-2550065:16 - Gema Benedicto-Rodríguez, Andrea Hongn, Carlos G. Juan, F. Javier Garrigós-Guerrero, María Paula Bonomini, Eduardo Fernández-Jover, José Manuel Ferrández de Vicente:
Physiological Response in Children with Autism Spectrum Disorder (ASD) During Social Robot Interaction. 2550066:1-2550066:17 - Muhammad Suffian Nizami, Cosimo Ieracitano, Francesco Carlo Morabito, Nadia Mammone:
An Explainable 3D-Deep Learning Model for EEG Decoding in Brain-Computer Interface Applications. 2550073:1-2550073:18 - Thomas Pirenne, Mansoureh Fahimi Hnazaee, Patrick Santens, Aline Moorkens, Marc M. Van Hulle:
Subthalamic Nucleus Deep Brain Stimulation Modulates Auditory Steady State Responses in Parkinson's Disease. 2550082:1-2550082:14
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