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ORCIDInternational Journal of Neural Systems, Volume 33
Volume 33, Number 1, January 2023
- Jennifer Sorinas, Juan C. Fernandez-Troyano, José Manuel Ferrández
, Eduardo Fernández:
Unraveling the Development of an Algorithm for Recognizing Primary Emotions Through Electroencephalography. 2250057:1-2250057:15 - Jianyong Wang, Lei Zhang, Yi Zhang:
Mixture 2D Convolutions for 3D Medical Image Segmentation. 2250059:1-2250059:14 - Ronghao Xian, Rikong Lugu, Hong Peng, Qian Yang, Xiaohui Luo, Jun Wang:
Edge Detection Method Based on Nonlinear Spiking Neural Systems. 2250060:1-2250060:14 - Jiale Wang, Xinting Ge, Yunfeng Shi, Mengxue Sun, Qingtao Gong, Haipeng Wang, Wenhui Huang:
Dual-Modal Information Bottleneck Network for Seizure Detection. 2250061:1-2250061:13 - D. Nhu, M. Janmohamed, L. Shakhatreh, O. Gonen, Piero Perucca, A. Gilligan, Patrick Kwan, Terence J. O'Brien, Chang Wei Tan, Levin Kuhlmann:
Automated Interictal Epileptiform Discharge Detection from Scalp EEG Using Scalable Time-series Classification Approaches. 2350001:1-2350001:18 - Dimitrios Koutrintzes, Evaggelos Spyrou, Eirini Mathe, Phivos Mylonas:
A Multimodal Fusion Approach for Human Activity Recognition. 2350002:1-2350002:20
Volume 33, Number 2, February 2023
- Roberta Maisano, Gian Luca Foresti:
A Sentiment Analysis Anomaly Detection System for Cyber Intelligence. 2350003:1-2350003:21 - Gendo Kumoi, Hideki Yagi, Manabu Kobayashi, Masayuki Goto, Shigeichi Hirasawa:
Performance Evaluation of Error-Correcting Output Coding Based on Noisy and Noiseless Binary Classifiers. 2350004:1-2350004:19 - Ningbo Fei, Rong Li, Hongyan Cui, Yong Hu:
A Prediction Model for Normal Variation of Somatosensory Evoked Potential During Scoliosis Surgery. 2350005:1-2350005:12 - Philippa Hüpen, Himanshu Kumar, Aliaksandra Shymanskaya, Ramakrishnan Swaminathan, Ute Habel:
Impulsivity Classification Using EEG Power and Explainable Machine Learning. 2350006:1-2350006:19 - Mohsen Sadat Shahabi, Ahmad Shalbaf, Behrooz Nobakhsh, Reza Rostami, Reza Kazemi:
Attention-Based Convolutional Recurrent Deep Neural Networks for the Prediction of Response to Repetitive Transcranial Magnetic Stimulation for Major Depressive Disorder. 2350007:1-2350007:13 - Sepehr Shirani, Antonio Valentín, Gonzalo Alarcón, Farhana Kazi, Saeid Sanei:
Separating Inhibitory and Excitatory Responses of Epileptic Brain to Single-Pulse Electrical Stimulation. 2350008:1-2350008:9
Volume 33, Number 3, March 2023
- Xue Qin, Yi Niu, Huiyu Zhou, Xiaojie Li, Weikuan Jia, Yuanjie Zheng:
Driver Drowsiness EEG Detection Based on Tree Federated Learning and Interpretable Network. 2350009:1-2350009:17 - Hengde Zhu, Jian Wang, Shui-Hua Wang, Rajeev Raman, Juan Manuel Górriz, Yudong Zhang:
An Evolutionary Attention-Based Network for Medical Image Classification. 2350010:1-2350010:17 - Guilherme Palumbo, Davide Carneiro, Miguel Guimarães, Victor Alves, Paulo Novais:
Algorithm Recommendation and Performance Prediction Using Meta-Learning. 2350011:1-2350011:16 - Wei Yan Peh, Thangavel Prasanth, Yuanyuan Yao, John Thomas, Yee-Leng Tan, Justin Dauwels:
Six-Center Assessment of CNN-Transformer with Belief Matching Loss for Patient-Independent Seizure Detection in EEG. 2350012:1-2350012:17 - Yingying Zhu, Yinghao Wang, Haonan Chen, Zemian Guo, Qiang Huang:
Large-Scale Image Retrieval with Deep Attentive Global Features. 2350013:1-2350013:18 - Xin Ding, Weiwei Nie, Xinyu Liu, Xiuying Wang, Qi Yuan:
Compact Convolutional Neural Network with Multi-Headed Attention Mechanism for Seizure Prediction. 2350014:1-2350014:18
Volume 33, Number 4, April 2023
- José Manuel Ferrández, Eduardo Fernández, Juan Manuel Górriz:
Introduction. 2303001:1 - Carmen Jimenez-Mesa, Juan Eloy Arco, Meritxell Valentí-Soler, Belén Frades-Payo, María A. Zea-Sevilla, Andrés Ortiz, Marina Ávila-Villanueva, Diego Castillo-Barnes, Javier Ramírez, Teodoro Del Ser-Quijano, Cristóbal Carnero-Pardo, Juan Manuel Górriz:
Using Explainable Artificial Intelligence in the Clock Drawing Test to Reveal the Cognitive Impairment Pattern. 2350015:1-2350015:16 - Nicolás Gallego-Molina, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Ignacio Rodríguez-Rodríguez, Juan Luis Luque:
Assessing Functional Brain Network Dynamics in Dyslexia from fNIRS Data. 2350017:1-2350017:18 - Juan Eloy Arco, Andrés Ortiz, Nicolás Gallego-Molina, Juan Manuel Górriz, Javier Ramírez:
Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism. 2350019:1-2350019:18 - Ignacio Rodríguez-Rodríguez, Andrés Ortiz, Nicolás Gallego-Molina, Marco A. Formoso, Wai Lok Woo:
EEG Interchannel Causality to Identify Source/Sink Phase Connectivity Patterns in Developmental Dyslexia. 2350020:1-2350020:18 - Eduardo Pérez-Valero, Christian A. Morillas, Miguel Angel Lopez-Gordo, Jesus Minguillon:
Supporting the Detection of Early Alzheimer's Disease with a Four-Channel EEG Analysis. 2350021:1-2350021:17 - Jinze Du, Andres Morales, Pragya Kosta, Jean-Marie C. Bouteiller, Gema Martinez-Navarrete, David J. Warren, Eduardo Fernández, Gianluca Lazzi:
Electrical Stimulation Induced Current Distribution in Peripheral Nerves Varies Significantly with the Extent of Nerve Damage: A Computational Study Utilizing Convolutional Neural Network and Realistic Nerve Models. 2350022:1-2350022:14
Volume 33, Number 5, May 2023
- Jianwei Zhang, Lei Zhang, Yan Wang, Junyou Wang, Xin Wei, Wenjie Liu:
An Efficient Multi-Objective Evolutionary Zero-Shot Neural Architecture Search Framework for Image Classification. 2350016:1-2350016:15 - Wen-Chi Chou, Hsiao-Ching She, Tzyy-Ping Jung:
Human Brain Dynamics and Coordination Reflect the Task Difficulty of Optical Image Relational Reasoning. 2350018:1-2350018:17 - Antonio Ramírez-de-Arellano, David Orellana-Martín, Mario J. Pérez-Jiménez:
Using Virus Machines to Compute Pairing Functions. 2350023:1-2350023:14 - Yun Zhao, Felix Luong, Simon Teshuva, Andria Pelentritou, William Woods, David T. J. Liley, Daniel F. Schmidt, Mario Boley, Levin Kuhlmann:
Improved Neurophysiological Process Imaging Through Optimization of Kalman Filter Initial Conditions. 2350024:1-2350024:20 - Victor Borghi Gimenez, Suelen Lorenzato Dos Reis, Fábio M. Simões-de-Souza:
Convolutional Neural Network Classification of Topographic Electroencephalographic Maps on Alcoholism. 2350025:1-2350025:14 - Yu Xue, Yixia Zhang, Ferrante Neri:
A Method based on Evolutionary Algorithms and Channel Attention Mechanism to Enhance Cycle Generative Adversarial Network Performance for Image Translation. 2350026:1-2350026:15
Volume 33, Number 6, June 2023
- David González, Ricardo Bruña, Juan Carlos Martínez-Castrillo, Juan-Manuel López-Navarro, Guillermo de Arcas:
First Longitudinal Study Using Binaural Beats on Parkinson Disease. 2350027:1-2350027:16 - Andrés Gómez-Rodellar, Jirí Mekyska, Pedro Gómez-Vilda, Lubos Brabenec, Patrik Simko, Irena Rektorová:
A Pilot Study on the Functional Stability of Phonation in EEG Bands After Repetitive Transcranial Magnetic Stimulation in Parkinson's Disease. 2350028:1-2350028:21 - Yujie Zhang, Qian Yang, Zhicai Liu, Hong Peng, Jun Wang:
A Prediction Model Based on Gated Nonlinear Spiking Neural Systems. 2350029:1-2350029:15 - Fangzhou Xu, Chongfeng Wang, Xin Yu, Jinzhao Zhao, Ming Liu, Jiaqi Zhao, Licai Gao, Xiuquan Jiang, Zhaoxin Zhu, Yongjian Wu, Dezheng Wang, Shanxin Feng, Sen Yin, Yang Zhang, Jiancai Leng:
One-Dimensional Local Binary Pattern and Common Spatial Pattern Feature Fusion Brain Network for Central Neuropathic Pain. 2350030:1-2350030:17 - Yanna Zhao, Jiatong He, Fenglin Zhu, Tiantian Xiao, Yongfeng Zhang, Ziwei Wang, Fangzhou Xu, Yi Niu:
Hybrid Attention Network for Epileptic EEG Classification. 2350031:1-2350031:14 - Yujie Yang, Lin Hu, Chen Zu, Qizheng Zhou, Xi Wu, Jiliu Zhou, Yan Wang:
Facial Expression Recognition with Contrastive Learning and Uncertainty-Guided Relabeling. 2350032:1-2350032:16
Volume 33, Number 7, July 2023
- Lazaros S. Iliadis:
Introduction. 2303002:1 - Wei Liu, Hui Chen, Yongqiang Ma, Jianji Wang, Nanning Zheng:
Transformer-Based Approach Via Contrastive Learning for Zero-Shot Detection. 2350035:1-2350035:20 - Niki Kiriakidou, Christos Diou:
Integrating Nearest Neighbors with Neural Network Models for Treatment Effect Estimation. 2350036:1-2350036:18 - Sophie C. F. Hendrikse, Jan Treur, Sander L. Koole:
Modeling Emerging Interpersonal Synchrony and its Related Adaptive Short-Term Affiliation and Long-Term Bonding: A Second-Order Multi-Adaptive Neural Agent Model. 2350038:1-2350038:41 - Giannis Haralabopoulos, Gerasimos Razis, Ioannis Anagnostopoulos:
A Modified Long Short-Term Memory Cell. 2350039:1-2350039:13 - Florin Cristian Macicasan, Alexandru Frasie, Nicoleta-Teodora Vezan, Camelia Lemnaru, Rodica Potolea:
Evolving a Pipeline Approach for Abstract Meaning Representation Parsing Towards Dynamic Neural Networks. 2350040:1-2350040:15
Volume 33, Number 8, August 2023
- Hussain Ahmad Madni, Rao Muhammad Umer, Gian Luca Foresti:
Swarm-FHE: Fully Homomorphic Encryption-based Swarm Learning for Malicious Clients. 2350033:1-2350033:12 - Hsiao-Ching She, Li-Yu Huang, Jeng-Ren Duann:
A Shared Hippocampal Network in Retrieving Science-related Semantic Memories. 2350034:1-2350034:18 - Qian Liu, Yanping Huang, Qian Yang, Hong Peng, Jun Wang:
An Attention-Aware Long Short-Term Memory-Like Spiking Neural Model for Sentiment Analysis. 2350037:1-2350037:11 - Diego Castillo-Barnes, Francisco Jesús Martínez-Murcia, Carmen Jimenez-Mesa, Juan Eloy Arco, Diego Salas-Gonzalez, Javier Ramírez, J. M. Górriz:
Nonlinear Weighting Ensemble Learning Model to Diagnose Parkinson's Disease Using Multimodal Data. 2350041:1-2350041:20 - Jian Lian, Fangzhou Xu:
Epileptic EEG Classification via Graph Transformer Network. 2350042:1-2350042:13 - Lu Wen, Jianghong Xiao, Shuai Tan, Xi Wu, Jiliu Zhou, Xingchen Peng, Yan Wang:
A Transformer-Embedded Multi-Task Model for Dose Distribution Prediction. 2350043:1-2350043:16
Volume 33, Number 9, September 2023
- Shamini Koravuna, Ulrich Rückert, Thorsten Jungeblut:
Evaluation of Spiking Neural Nets-Based Image Classification Using the Runtime Simulator RAVSim. 2350044:1-2350044:19 - Ozlem Karabiber Cura, Aydin Akan, Hatice Sabiha Türe:
Classification of Epileptic and Psychogenic Nonepileptic Seizures via Time-Frequency Features of EEG Data. 2350045:1-2350045:17 - Khadijeh Raeisi, Mohammad Khazaei, Gabriella Tamburro, Pierpaolo Croce, Silvia Comani, Filippo Zappasodi:
A Class-Imbalance Aware and Explainable Spatio-Temporal Graph Attention Network for Neonatal Seizure Detection. 2350046:1-2350046:16 - Ioannis Vernikos, Evaggelos Spyrou, Ioannis-Aris Kostis, Eirini Mathe, Phivos Mylonas:
A Deep Regression Approach for Human Activity Recognition Under Partial Occlusion. 2350047:1-2350047:19 - Jae Moon, Tom Chau:
Online Ternary Classification of Covert Speech by Leveraging the Passive Perception of Speech. 2350048:1-2350048:23
- Olivier Darbin:
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, International Journal of Neural Systems, Vol. 33, No. 2 (2023) 2350008. 2375001:1-2375001:3 - Sepehr Shirani, Antonio Valentín, Gonzalo Alarcón, Farhana Kazi, Saeid Sanei:
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, International Journal of Neural Systems, Vol. 33, No. 2 (2023) 2350008. 2375002:1-2375002:2
Volume 33, Number 10, October 2023
- Rongbiao You, Fuxiong He, Weiming Lin:
Decoupled Edge Guidance Network for Automatic Checkout. 2350049:1-2350049:17 - Sepehr Shirani, Antonio Valentín, Bahman Abdi-Sargezeh, Gonzalo Alarcón, Saeid Sanei:
Localization of Epileptic Brain Responses to Single-Pulse Electrical Stimulation by Developing an Adaptive Iterative Linearly Constrained Minimum Variance Beamformer. 2350050:1-2350050:13 - Han-Lin Wang, Yun-Ting Kuo, Yu-Chun Lo, Chao-Hung Kuo, Bo-Wei Chen, Ching-Fu Wang, Zu-Yu Wu, Chi-En Lee, Shih-Hung Yang, Sheng-Huang Lin, Po-Chuan Chen, You-Yin Chen:
Enhancing Prediction of Forelimb Movement Trajectory through a Calibrating-Feedback Paradigm Incorporating RAT Primary Motor and Agranular Cortical Ensemble Activity in the Goal-Directed Reaching Task. 2350051:1-2350051:30 - Axel De Nardin, Silvia Zottin, Claudio Piciarelli, Emanuela Colombi, Gian Luca Foresti:
Few-Shot Pixel-Precise Document Layout Segmentation via Dynamic Instance Generation and Local Thresholding. 2350052:1-2350052:16 - Miguel Á. Vicente-Querol, Antonio Fernández-Caballero, Pascual González, Luz M. González-Gualda, Patricia Fernández-Sotos, José Pascual Molina, Arturo S. García:
Effect of Action Units, Viewpoint and Immersion on Emotion Recognition Using Dynamic Virtual Faces. 2350053:1-2350053:18
Volume 33, Number 11, November 2023
- Dongsheng Liu, Xingchen Dong, Dong Bian, Weidong Zhou:
Epileptic Seizure Prediction Using Attention Augmented Convolutional Network. 2350054:1-2350054:15 - Shuangyong Zhang, Hong Wang, Zixi Zheng, Tianyu Liu, Weixin Li, Zishan Zhang, Yanshen Sun:
Multi-View Graph Contrastive Learning via Adaptive Channel Optimization for Depression Detection in EEG Signals. 2350055:1-2350055:17 - Yongfeng Zhang, Tiantian Xiao, Ziwei Wang, Hongbin Lv, Shuai Wang, Hailing Feng, Shanshan Zhao, Yanna Zhao:
Hybrid Network for Patient-Specific Seizure Prediction from EEG Data. 2350056:1-2350056:16 - Jiaqi Cui, Jianghong Xiao, Yun Hou, Xi Wu, Jiliu Zhou, Xingchen Peng, Yan Wang:
Unsupervised Domain Adaptive Dose Prediction via Cross-Attention Transformer and Target-Specific Knowledge Preservation. 2350057:1-2350057:16 - Diego Teran-Pineda, Karl Thurnhofer-Hemsi, Enrique Domínguez:
Human Gait Activity Recognition Using Multimodal Sensors. 2350058:1-2350058:15 - Jhielson M. Pimentel, Renan Cipriano Moioli, Mariana F. P. de Araújo, Patrícia Amâncio Vargas:
An Integrated Neurorobotics Model of the Cerebellar-Basal Ganglia Circuitry. 2350059:1-2350059:17
Volume 33, Number 12, December 2023
- Junjie Hu, Chengrong Yu, Zhang Yi, Haixian Zhang:
Enhancing Robustness of Medical Image Segmentation Model with Neural Memory Ordinary Differential Equation. 2350060:1-2350060:13 - Ziwei Wang, Sujuan Hou, Tiantian Xiao, Yongfeng Zhang, Hongbin Lv, Jiacheng Li, Shanshan Zhao, Yanna Zhao:
Lightweight Seizure Detection Based on Multi-Scale Channel Attention. 2350061:1-2350061:14 - Francisco Laport, Adriana Dapena, Paula Maria Castro, Daniel I. Iglesia, Francisco J. Vázquez-Araújo:
Eye State Detection Using Frequency Features from 1 or 2-Channel EEG. 2350062:1-2350062:16 - Mosab A. A. Yousif, Mahmut Öztürk:
Deep Learning-Based Classification of Epileptic Electroencephalography Signals Using a Concentrated Time-Frequency Approach. 2350064:1-2350064:18 - Enrique Adrian Villarrubia-Martin, Luis Rodriguez-Benitez, Luis Jimenez Linares, David Muñoz-Valero, Jun Liu:
A Hybrid Online Off-Policy Reinforcement Learning Agent Framework Supported by Transformers. 2350065:1-2350065:19 - Fangzhou Xu, Yihao Yan, Jianqun Zhu, Xinyi Chen, Licai Gao, Yanbing Liu, Weiyou Shi, Yitai Lou, Wei Wang, Jiancai Leng, Yang Zhang:
Self-Supervised EEG Representation Learning with Contrastive Predictive Coding for Post-Stroke Patients. 2350066:1-2350066:16
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