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International Journal of Neural Systems, Volume 31
Volume 31, Number 1, January 2021
- Xiaoxiao Song, Luis Valencia-Cabrera
, Hong Peng, Jun Wang, Mario J. Pérez-Jiménez:
Spiking Neural P Systems with Delay on Synapses. 2050042:1-2050042:19 - Zeqiong Lv, Tingting Bao, Nan Zhou, Hong Peng, Xiangnian Huang, Agustín Riscos-Núñez
Spiking Neural P Systems with Extended Channel Rules. 2050049:1-2050049:13 - Bo Li
Medical Image Fusion Method Based on Coupled Neural P Systems in Nonsubsampled Shearlet Transform Domain. 2050050:1-2050050:17 - Ming Zhu, Qiang Yang, Jianping Dong, Gexiang Zhang, Xiantai Gou, Haina Rong, Prithwineel Paul, Ferrante Neri
An Adaptive Optimization Spiking Neural P System for Binary Problems. 2050054:1-2050054:17 - Gexiang Zhang, Haina Rong, Prithwineel Paul, Yangyang He, Ferrante Neri
A Complete Arithmetic Calculator Constructed from Spiking Neural P Systems and its Application to Information Fusion. 2050055:1-2050055:17 - David Orellana-Martín, Miguel A. Martínez-del-Amor
Dendrite P Systems Toolbox: Representation, Algorithms and Simulators. 2050071:1-2050071:16 - Marian Gheorghe
Introduction. 2103001:1-2103001:2
Volume 31, Number 2, February 2021
- Antonino Naro, Maria Grazia Maggio, Antonino Leo, Rocco Salvatore Calabrò:
Multiplex and Multilayer Network EEG Analyses: A Novel Strategy in the Differential Diagnosis of Patients with Chronic Disorders of Consciousness. 2050052:1-2050052:20 - Eduardo Bayro-Corrochano, Samuel Solis-Gamboa, Guillermo Altamirano-Escobedo, Luis Lechuga-Gutierres, Jorge Lisarraga-Rodriguez:
Quaternion Spiking and Quaternion Quantum Neural Networks: Theory and Applications. 2050059:1-2050059:17 - Loïs Naudin, Nathalie Corson
On the Modeling of the Three Types of Non-spiking Neurons of the Caenorhabditis elegans. 2050063:1-2050063:18 - Tingfang Wu, Qiang Lyu, Linqiang Pan:
Evolution-Communication Spiking Neural P Systems. 2050064:1-2050064:18 - Danilo Avola, Marco Cascio
LieToMe: An Ensemble Approach for Deception Detection from Facial Cues. 2050068:1-2050068:20
Volume 31, Number 3, March 2021
- Fo Hu
Acrophobia Quantified by EEG Based on CNN Incorporating Granger Causality. 2050069:1-2050069:16 - Parvaneh Rashvand, Mohammad Reza Ahmadzadeh
Design and Implementation of a Spiking Neural Network with Integrate-and-Fire Neuron Model for Pattern Recognition. 2050073:1-2050073:17
- Saeid Sanei:
Editorial: A Multidisciplinary and Interdisciplinary Journal for a Wider Community Under a Pioneering Cross-disciplinary Research Leader. 2103002:1-2103002:2
- Pedro Lara-Benítez, Manuel Carranza-García
An Experimental Review on Deep Learning Architectures for Time Series Forecasting. 2130001:1-2130001:28
- Yongjie Zhu
Altered EEG Oscillatory Brain Networks During Music-Listening in Major Depression. 2150001:1-2150001:14 - Pasquale Arpaia
Channel Selection for Optimal EEG Measurement in Motor Imagery-Based Brain-Computer Interfaces. 2150003:1-2150003:16
Volume 31, Number 4, April 2021
- Antônio Márcio Rodrigues, Delmo Benedito Silva, Maísa Ferreira Miranda, Silvia Cristina Braga da Silva, Luiz Eduardo Canton Santos, Fulvio Alexandre Scorza, Carla Alessandra Scorza, Marcelo A. Moret, Antônio-Carlos Guimarães de Almeida:
The Effect of Low Magnesium Concentration on Ictal Discharges In A Non-Synaptic Model. 2050070:1-2050070:19
- Vasilios K. Kimiskidis
Thirty years of IJNS - A Clinician's View. 2103003:1-2103003:2
- Jianmin Hao, Yan Cui
Roles of Very Fast Ripple (500-1000Hz) in the Hippocampal Network During Status Epilepticus. 2150002:1-2150002:16 - Ying Mao, Jing Jin
The Influence of Visual Attention on The Performance of A Novel Tactile P300 Brain-Computer Interface with Cheeks-Stim Paradigm. 2150004:1-2150004:18 - Chuan Zhang, Yen-Ting Chen, Yang Liu
Improving Botulinum Toxin Efficiency in Treating Post-Stroke Spasticity Using 3D Innervation Zone Imaging. 2150007:1-2150007:14 - Manuel Graña, Moises Silva:
Impact of Machine Learning Pipeline Choices in Autism Prediction From Functional Connectivity Data. 2150009:1-2150009:20
- Milena B. Cukic Radenkovic
Discussion on Y. Zhu, X. Wang, K. Mathiak, P. Toiviainen, T. Ristaniemi, J. Xu, Y. Chang and F. Cong, Altered EEG Oscillatory Brain Networks During Music-Listening in Major Depression, International Journal of Neural Systems, Vol. 31 No. 3 (2021). 2175001:1-2175001:3
- Yongjie Zhu
Response to Discussion on Y. Zhu, X. Wang, K. Mathiak, P. Toiviainen, T. Ristaniemi, J. Xu, Y. Chang and F. Cong, Altered EEG Oscillatory Brain Networks During Music-Listening in Major Depression, International Journal of Neural Systems, Vol. 31 No. 3 (2021). 2175002:1-2175002
Volume 31, Number 5, May 2021
- John Thomas
Automated Adult Epilepsy Diagnostic Tool Based on Interictal Scalp Electroencephalogram Characteristics: A Six-Center Study. 2050074:1-2050074:16
- Gian Luca Foresti:
Editorial: From Pioneering Artificial Neural Networks to Deep Learning and Beyond. 2103004:1-2103004:3
- Katerina D. Tzimourta
Machine Learning Algorithms and Statistical Approaches for Alzheimer's Disease Analysis Based on Resting-State EEG Recordings: A Systematic Review. 2130002:1-2130002:33
- Ozlem Karabiber Cura, Aydin Akan:
Classification of Epileptic EEG Signals Using Synchrosqueezing Transform and Machine Learning. 2150005:1-2150005:17 - Delu Ma, Shasha Yuan, Junliang Shang, Jin-Xing Liu, Lingyun Dai, Xiangzhen Kong, Fangzhou Xu:
The Automatic Detection of Seizure Based on Tensor Distance And Bayesian Linear Discriminant Analysis. 2150006:1-2150006:15 - Rongrong Fu, Mengmeng Han, Tiantian Bao, Fuwang Wang, Peiming Shi:
Discrimination Improvement Through Undesirable Feedback in Coupling Object Manipulation Tasks. 2150012:1-2150012:13
Volume 31, Number 6, June 2021
- Xiaoyi Jiang
Editorial: A Wonderful Venue for Networking Neuroscience and Computational Intelligence. 2103005:1-2103005:2 - Yu-Dong Zhang
Editorial: River Thames and IJNS. 2103006:1-2103006:2
- Yang Zheng, Xiaogang Hu:
Concurrent Prediction of Finger Forces Based on Source Separation and Classification of Neuron Discharge Information. 2150010:1-2150010:18 - Camillo Porcaro
Role of the Ipsilateral Primary Motor Cortex in the Visuo-Motor Network During Fine Contractions and Accurate Performance. 2150011:1-2150011:17 - Wei Yan Peh, John Thomas
Multi-Center Validation Study of Automated Classification of Pathological Slowing in Adult Scalp Electroencephalograms Via Frequency Features. 2150016:1-2150016:16 - Yubo Wang, Chenghao Wan, Yun Zhang, Yu Zhou, Haidong Wang, Fei Yan, Dawei Song, Ruini Du, Qiang Wang, Liyu Huang:
Detecting Connected Consciousness During Propofol-Induced Anesthesia Using EEG Based Brain Decoding. 2150021:1-2150021:21 - Renée Johnston
Decoding Saccade Intention From Primate Prefrontal Cortical Local Field Potentials Using Spectral, Spatial, and Temporal Dimensionality Reduction. 2150023:1-2150023:19
Volume 31, Number 7, July 2021
- Lars Stumpp, Hugo Smets, Simone Vespa, Joaquin Cury, Pascal Doguet
Vagus Nerve Electroneurogram-Based Detection of Acute Pentylenetetrazol Induced Seizures in Rats. 2150024:1-2150024:19 - Emanuela Delfino
Prediction of Speech Onset by Micro-Electrocorticography of the Human Brain. 2150025:1-2150025:16 - Yanna Zhao, Gaobo Zhang, Changxu Dong, Qi Yuan
Graph Attention Network with Focal Loss for Seizure Detection on Electroencephalography Signals. 2150027:1-2150027:12 - Jianwei Zhang, Dong Li, Lituan Wang, Lei Zhang:
One-Shot Neural Architecture Search by Dynamically Pruning Supernet in Hierarchical Order. 2150029:1-2150029:17 - Jing Jin
Optimization of Model Training Based on Iterative Minimum Covariance Determinant In Motor-Imagery BCI. 2150030:1-2150030:15 - Qin Tao, Yajing Si, Fali Li, Peiyang Li, Yuqin Li, Shu Zhang, Feng Wan
Decision-Feedback Stages Revealed by Hidden Markov Modeling of EEG. 2150031:1-2150031:19
Volume 31, Number 8, August 2021
- Vasilios K. Kimiskidis
Introduction. 2103007:1-2103007:2 - Alison O'Shea, Rehan Ahmed, Gordon Lightbody, Elena Pavlidis, Rhodri Lloyd, Francesco Pisani, William P. Marnane, Sean Mathieson, Geraldine B. Boylan
Deep Learning for EEG Seizure Detection in Preterm Infants. 2150008:1-2150008:16 - Genchang Peng
Personalized EEG Feature Selection for Low-Complexity Seizure Monitoring. 2150018:1-2150018:16 - Bahman Abdi-Sargezeh, Antonio Valentín
Incorporating Uncertainty in Data Labeling into Automatic Detection of Interictal Epileptiform Discharges from Concurrent Scalp-EEG via Multi-way Analysis. 2150019:1-2150019:16 - Peizhen Peng
A Deep Fourier Neural Network for Seizure Prediction Using Convolutional Neural Network and Ratios of Spectral Power. 2150022:1-2150022:20 - Mehmet Akif Ozdemir
Epileptic EEG Classification by Using Time-Frequency Images for Deep Learning. 2150026:1-2150026:16 - Thangavel Prasanth
Time-Frequency Decomposition of Scalp Electroencephalograms Improves Deep Learning-Based Epilepsy Diagnosis. 2150032:1-2150032:16
Volume 31, Number 9, September 2021
- Maria Amodeo, Pasquale Arpaia, Marco Buzio, Vincenzo Di Capua, Francesco Donnarumma
Hysteresis Modeling in Iron-Dominated Magnets Based on a Multi-Layered NARX Neural Network Approach. 2150033:1-2150033:18 - Yu Xue, Pengcheng Jiang
A Multi-Objective Evolutionary Approach Based on Graph-in-Graph for Neural Architecture Search of Convolutional Neural Networks. 2150035:1-2150035:17 - Saleh I. Alzahrani
A Comparison of Conventional and Tri-Polar EEG Electrodes for Decoding Real and Imaginary Finger Movements from One Hand. 2150036:1-2150036:13 - Cosimo Ieracitano
A Hybrid-Domain Deep Learning-Based BCI For Discriminating Hand Motion Planning From EEG Sources. 2150038:1-2150038:20 - Wenjuan Xiong
Seizure Forecasting Using Long-Term Electroencephalography and Electrocardiogram Data. 2150039:1-2150039:16 - Hao Sun, Jing Jin
Feature Selection Combining Filter and Wrapper Methods for Motor-Imagery Based Brain-Computer Interfaces. 2150040:1-2150040:17
Volume 31, Number 10, October 2021
- Lazaros Iliadis:
Introduction. 2103008:1 - Petr Hájek
Neural Networks with Emotion Associations, Topic Modeling and Supervised Term Weighting for Sentiment Analysis. 2150013:1-2150013:18 - David Bricher, Andreas Müller:
Supervised Detection of Connector Lock Events with Optical Microphone Data. 2150017:1-2150017:13 - Jan Kalina
Effective Automatic Method Selection for Nonlinear Regression Modeling. 2150020:1-2150020:12 - Jin Zhu, Chuan Tan, Junwei Yang, Guang Yang, Pietro Lio'
Arbitrary Scale Super-Resolution for Medical Images. 2150037:1-2150037:20 - Naohiro Ishii, Tokuro Matsuo:
Generation of Chow Parameters and Reduced Variables Through Nearest Neighbor Relations in Threshold Networks. 2150045:1-2150045:15 - Georgios Alexandridis, John Aliprantis, Konstantinos Michalakis, Konstantinos Korovesis, Panagiotis Tsantilas, George Caridakis
A Knowledge-Based Deep Learning Architecture for Aspect-Based Sentiment Analysis. 2150046:1-2150046:18
Volume 31, Number 11, November 2021
- Hiroaki Hashimoto
A Swallowing Decoder Based on Deep Transfer Learning: AlexNet Classification of the Intracranial Electrocorticogram. 2050056:1-2050056:16 - Surjo R. Soekadar, Yasuharu Koike, Loredana Zollo:
Introduction. 2103010:1-2103010:2
- Ujwal Chaudhary, Bankim Subhash Chander, Avi Ohry, Andres Jaramillo-Gonzalez, Dorothée Lulé, Niels Birbaumer:
Brain Computer Interfaces for Assisted Communication in Paralysis and Quality of Life. 2130003:1-2130003:14
- Paula Soriano-Segura
Detection of the Intention of Direction Changes During Gait Through EEG Signals. 2150015:1-2150015:15 - Yuxi Shi, Gowrishankar Ganesh, Hideyuki Ando, Yasuharu Koike, Eiichi Yoshida
Galvanic Vestibular Stimulation-Based Prediction Error Decoding and Channel Optimization. 2150034:1-2150034:15 - Jana Zweerings, Kiira Sarasjärvi
Data-Driven Approach to the Analysis of Real-Time FMRI Neurofeedback Data: Disorder-Specific Brain Synchrony in PTSD. 2150043:1-2150043:18 - Emma Colamarino
Corticomuscular and Intermuscular Coupling in Simple Hand Movements to Enable a Hybrid Brain-Computer Interface. 2150052:1-2150052:19
Volume 31, Number 12, December 2021
- Bernard Widrow:
Editorial: Celebrating 30 Years of IJNS and the Next Industrial Revolution. 2103009:1-2103009:2 - Niels Birbaumer:
Editorial: The Classification of Thoughts and IJNS. 2103011:1-2103011:2 - Diego Andina
Editorial: The Art of Editing a High Impact Scientific Journal - The Case of IJNS. 2103012:1-2103012:2 - Justin Dauwels:
Editorial: Celebration of the 30th Anniversary of IJNS. 2103013:1-2103013:2
- Pinar Özel, Ali Eed Olamat, Aydin Akan:
A Diagnostic Strategy via Multiresolution Synchrosqueezing Transform on Obsessive Compulsive Disorder. 2150044:1-2150044:13 - Naishi Feng, Fo Hu
Motor Intention Decoding from the Upper Limb by Graph Convolutional Network Based on Functional Connectivity. 2150047:1-2150047:16 - Yuan Liu
Quantifying the Generation Process of Multi-Level Tactile Sensations via ERP Component Investigation. 2150049:1-2150049:16 - Juan A. Barios
Movement-Related EEG Oscillations of Contralesional Hemisphere Discloses Compensation Mechanisms of Severely Affected Motor Chronic Stroke Patients. 2150053:1-2150053:12 - Yu Xue, Qi Zhang, Ferrante Neri
Self-Adaptive Particle Swarm Optimization-Based Echo State Network for Time Series Prediction. 2150057:1-2150057:14 - Marcello Rinaldo Martina, Gian Luca Foresti:
A Continuous Learning Approach for Real-Time Network Intrusion Detection. 2150060:1-2150060:22
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