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ORCIDInternational Journal of Neural Systems, Volume 32
Volume 32, Number 1, January 2022
- Danilo Samuel Jodas, Takashi Yojo, Sergio Brazolin, Giuliana Del Nero Velasco
, João Paulo Papa:
Detection of Trees on Street-View Images Using a Convolutional Neural Network. 2150042:1-2150042:20 - M. Atif Yaqub, Keum-Shik Hong, Amad Zafar, Chang-Seok Kim:
Control of Transcranial Direct Current Stimulation Duration by Assessing Functional Connectivity of Near-Infrared Spectroscopy Signals. 2150050:1-2150050:18 - Péter Kovács, Gergo Bognár, Christian Huber, Mario Huemer:
VPNET: Variable Projection Networks. 2150054:1-2150054:19 - Ting Hu, Lizhang Xie, Lei Zhang, Guangjun Li, Zhang Yi:
Deep Multimodal Neural Network Based on Data-Feature Fusion for Patient-Specific Quality Assurance. 2150055:1-2150055:14 - Francesca Miraglia, Fabrizio Vecchio, Maria Concetta Pellicciari, Jesus Cespon, Paolo Maria Rossini:
Brain Networks Modulation in Young and Old Subjects During Transcranial Direct Current Stimulation Applied on Prefrontal and Parietal Cortex. 2150056:1-2150056:14 - Nedime Karakullukcu, Bülent Yilmaz:
Detection of Movement Intention in EEG-Based Brain-Computer Interfaces Using Fourier-Based Synchrosqueezing Transform. 2150059:1-2150059:15
Volume 32, Number 2, February 2022
- Ali Eed Olamat, Pinar Özel, Aydin Akan:
Synchronization Analysis In Epileptic EEG Signals Via State Transfer Networks Based On Visibility Graph Technique. 2150041:1-2150041:16 - Xiaoshuang Wang, Guanghui Zhang, Ying Wang, Lin Yang, Zhanhua Liang, Fengyu Cong:
One-Dimensional Convolutional Neural Networks Combined with Channel Selection Strategy for Seizure Prediction Using Long-Term Intracranial EEG. 2150048:1-2150048:16 - Abhijeet Bhattacharya, Tanmay Baweja, S. P. K. Karri:
Epileptic Seizure Prediction Using Deep Transformer Model. 2150058:1-2150058:16 - Shuhan Zheng, Zhichao Liang, Youzhi Qu, Qingyuan Wu, Haiyan Wu, Quanying Liu:
Kuramoto Model-Based Analysis Reveals Oxytocin Effects on Brain Network Dynamics. 2250002:1-2250002:15 - Xiaowei Che, Yuanjie Zheng, Xin Chen, Sutao Song, Shouxin Li:
Decoding Color Visual Working Memory from EEG Signals Using Graph Convolutional Neural Networks. 2250003:1-2250003:16 - Ehsan Mohammadi, Bahador Makkiabadi, Mohammad Bagher Shamsollahi, Parham Reisi, Saeed Kermani:
Wavelet-Based Biphase Analysis of Brain Rhythms in Automated Wake-Sleep Classification. 2250004:1-2250004:14
Volume 32, Number 3, March 2022
- Nazanin Ahmadi-Dastgerdi, Hossein Hosseini-Nejad, Hadi Amiri, Afshin Shoeibi, Juan Manuel Górriz:
A Vector Quantization-Based Spike Compression Approach Dedicated to Multichannel Neural Recording Microsystems. 2250001:1-2250001:16 - Ziliang Cai, Lingyue Wang, Miaomiao Guo, Guizhi Xu, Lei Guo, Ying Li:
From Intricacy to Conciseness: A Progressive Transfer Strategy for EEG-Based Cross-Subject Emotion Recognition. 2250005:1-2250005:22 - Juan Eloy Arco, Andrés Ortiz, Javier Ramírez, Yu-Dong Zhang, Juan Manuel Górriz:
Tiled Sparse Coding in Eigenspaces for Image Classification. 2250007:1-2250007:22 - Maria Camila Maya-Piedrahita, Paula Marcela Herrera-Gómez, Laura Berrío-Mesa, David Augusto Cárdenas-Peña, Álvaro-Ángel Orozco-Gutiérrez:
Supported Diagnosis of Attention Deficit and Hyperactivity Disorder from EEG Based on Interpretable Kernels for Hidden Markov Models. 2250008:1-2250008:16 - Ping Xie, Shencai Hao, Jing Zhao, Zhenhu Liang, Xiaoli Li:
A Spatio-Temporal Method for Extracting Gamma-Band Features to Enhance Classification in a Rapid Serial Visual Presentation Task. 2250010:1-2250010:14
Volume 32, Number 4, April 2022
- Antonino Naro, Loris Pignolo, Rocco Salvatore Calabrò:
Brain Network Organization Following Post-Stroke Neurorehabilitation. 2250009:1-2250009:23 - Patricia Jiménez, Rafael Corchuelo:
An Experimental Study of Neural Approaches to Multi-Hop Inference in Question Answering. 2250011:1-2250011:19 - Pritpal Singh, Marcin Watorek, Anna Ceglarek, Magdalena Fafrowicz, Koryna Lewandowska, Tadeusz Marek, Barbara Sikora-Wachowicz, Pawel Oswiecimka:
Analysis of fMRI Signals from Working Memory Tasks and Resting-State of Brain: Neutrosophic-Entropy-Based Clustering Algorithm. 2250012:1-2250012:20 - Ahmad Zandbagleh, Sattar Mirzakuchaki, Mohammad Reza Daliri, Preethi Premkumar, Saeid Sanei:
Classification of Low and High Schizotypy Levels via Evaluation of Brain Connectivity. 2250013:1-2250013:17 - Yu Hua, Xin Shu, Zizhou Wang, Lei Zhang:
Uncertainty-Guided Voxel-Level Supervised Contrastive Learning for Semi-Supervised Medical Image Segmentation. 2250016:1-2250016:16
Volume 32, Number 5, May 2022
- Nikolaos G. Bourbakis, Kostas Michalopoulos, Marios Antonakakis, Michael E. Zervakis:
A New Multi-Resolution Approach to EEG Brain Modeling Using Local-Global Graphs and Stochastic Petri-Nets. 2250006:1-2250006:19 - Danilo Avola, Marco Cascio, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti:
Human Silhouette and Skeleton Video Synthesis Through Wi-Fi Signals. 2250015:1-2250015:20 - Çigdem Gülüzar Altintop, Fatma Latifoglu, Aynur Karayol Akin, Adnan Bayram, Murat Çiftçi:
Classification of Depth of Coma Using Complexity Measures and Nonlinear Features of Electroencephalogram Signals. 2250018:1-2250018:17 - Diego Castillo-Barnes, Carmen Jimenez-Mesa, Francisco Jesús Martínez-Murcia, Diego Salas-Gonzalez, Javier Ramírez, Juan Manuel Górriz:
Quantifying Differences Between Affine and Nonlinear Spatial Normalization of FP-CIT Spect Images. 2250019:1-2250019:16 - Ali Eed Olamat, Pinar Özel, Sema Atasever:
Deep Learning Methods for Multi-Channel EEG-Based Emotion Recognition. 2250021:1-2250021:18 - Camillo Porcaro, Fabrizio Vecchio, Francesca Miraglia, Giancarlo Zito, Paolo Maria Rossini:
Dynamics of the "Cognitive" Brain Wave P3b at Rest for Alzheimer Dementia Prediction in Mild Cognitive Impairment. 2250022:1-2250022:14
Volume 32, Number 6, June 2022
- Guoyang Liu, Lan Tian, Weidong Zhou:
Patient-Independent Seizure Detection Based on Channel-Perturbation Convolutional Neural Network and Bidirectional Long Short-Term Memory. 2150051:1-2150051:17 - Jiazheng Zhou, Li Liu, Yan Leng, Yuying Yang, Bin Gao, Zonghong Jiang, Weiwei Nie, Qi Yuan:
Both Cross-Patient and Patient-Specific Seizure Detection Based on Self-Organizing Fuzzy Logic. 2250017:1-2250017:15 - Javier de Lope, Manuel Graña:
A Hybrid Time-Distributed Deep Neural Architecture for Speech Emotion Recognition. 2250024:1-2250024:14 - Autumn Williams, Yinuo Zeng, Ziwei Li, Nitish V. Thakor, Romergryko G. Geocadin, Jay Bronder, Nirma Carballido Martinez, Eva K. Ritzl, Sung-Min Cho:
Quantitative Assessment of Electroencephalogram Reactivity in Comatose Patients on Extracorporeal Membrane Oxygenation. 2250025:1-2250025:13 - Shaokai Zhao, Bin Chen, Hui Wang, Zhiyuan Luo, Tao Zhang:
A Feed-Forward Neural Network for Increasing the Hopfield-Network Storage Capacity. 2250027:1-2250027:16 - Alessandro Borri, Antonio Cerasa, Paolo Tonin, Luigi Citrigno, Camillo Porcaro:
Characterizing Fractal Genetic Variation in the Human Genome from the Hapmap Project. 2250028:1-2250028:12
Volume 32, Number 7, July 2022
- Chenchen Cheng, Yuanfeng Zhou, Bo You, Yan Liu, Gao Fei, Liling Yang, Yakang Dai:
Multiview Feature Fusion Representation for Interictal Epileptiform Spikes Detection. 2250014:1-2250014:20 - Axel De Nardin, Pankaj Mishra, Gian Luca Foresti, Claudio Piciarelli:
Masked Transformer for Image Anomaly Localization. 2250030:1-2250030:16 - Camillo Porcaro, Marco Marino, Simone Carozzo, Miriam Russo, Maria Ursino, Valentina Ruggiero, Carmela Ragno, Stefania Proto, Paolo Tonin:
Fractal Dimension Feature as a Signature of Severity in Disorders of Consciousness: An EEG Study. 2250031:1-2250031:13 - Zuyi Yu, Laurent Albera, Régine Le Bouquin Jeannes, Amar Kachenoura, Ahmad Karfoul, Chunfeng Yang, Huazhong Shu:
Epileptic Seizure Prediction Using Deep Neural Networks Via Transfer Learning and Multi-Feature Fusion. 2250032:1-2250032:19 - Mengfan Li, Lingyu Wu, Guizhi Xu, Feng Duan, Chi Zhu:
A Robust 3D-Convolutional Neural Network-Based Electroencephalogram Decoding Model for the Intra-Individual Difference. 2250034:1-2250034:17 - Lin Jiang, Fali Li, Baodan Chen, Chanlin Yi, Yueheng Peng, Tao Zhang, Dezhong Yao, Peng Xu:
The Task-Dependent Modular Covariance Networks Unveiled by Multiple-Way Fusion-Based Analysis. 2250035:1-2250035:21
Volume 32, Number 8, August 2022
- Mingzhe Liu, Feixiang Zhao, Xin Jiang, Hong Zhang, Helen Zhou:
Parallel Binary Image Cryptosystem Via Spiking Neural Networks Variants. 2150014:1-2150014:16 - Omar Zahra, David Navarro-Alarcon, Silvia Tolu:
A Neurorobotic Embodiment for Exploring the Dynamical Interactions of a Spiking Cerebellar Model and a Robot Arm During Vision-Based Manipulation Tasks. 2150028:1-2150028:19
- Lifan Long, Qian Liu, Hong Peng, Qian Yang, Xiaohui Luo, Jun Wang, Xiaoxiao Song:
A Time Series Forecasting Approach Based on Nonlinear Spiking Neural Systems. 2250020:1-2250020:13
- Gexiang Zhang, Xihai Zhang, Haina Rong, Prithwineel Paul, Ming Zhu, Ferrante Neri, Yew-Soon Ong:
A Layered Spiking Neural System for Classification Problems. 2250023:1-2250023:15 - Marco Gatti, Alberto Leporati, Claudio Zandron:
On Spiking Neural Membrane Systems with Neuron and Synapse Creation. 2250036:1-2250036:17 - Tingfang Wu, Ferrante Neri, Linqiang Pan:
On the Tuning of the Computation Capability of Spiking Neural Membrane Systems with Communication on Request. 2250037:1-2250037:12
Volume 32, Number 9, September 2022
- Jian Lian, Fangzhou Xu:
Spatial Enhanced Pattern Through Graph Convolutional Neural Network for Epileptic EEG Identification. 2250033:1-2250033:11 - Bo-Wei Chen, Shih-Hung Yang, Chao-Hung Kuo, Jia-Wei Chen, Yu-Chun Lo, Yun-Ting Kuo, Yi-Chen Lin, Hao-Cheng Chang, Sheng-Huang Lin, Xiao Yu, Boyi Qu, Shuan-Chu Vina Ro, Hsin-Yi Lai, You-Yin Chen:
Neuro-Inspired Reinforcement Learning to Improve Trajectory Prediction in Reward-Guided Behavior. 2250038:1-2250038:25 - Fangzhou Xu, Gege Dong, Jincheng Li, Qingbo Yang, Lei Wang, Yanna Zhao, Yihao Yan, Jinzhao Zhao, Shaopeng Pang, Dongju Guo, Yang Zhang, Jiancai Leng:
Deep Convolution Generative Adversarial Network-Based Electroencephalogram Data Augmentation for Post-Stroke Rehabilitation with Motor Imagery. 2250039:1-2250039:15 - Ozlem Karabiber Cura, Aydin Akan, Gülce Cosku Yilmaz, Hatice Sabiha Türe:
Detection of Alzheimer's Dementia by Using Signal Decomposition and Machine Learning Methods. 2250042:1-2250042:16 - Kaiping Wang, Yan Wang, Bo Zhan, Yujie Yang, Chen Zu, Xi Wu, Jiliu Zhou, Dong Nie, Luping Zhou:
An Efficient Semi-Supervised Framework with Multi-Task and Curriculum Learning for Medical Image Segmentation. 2250043:1-2250043:18 - Shijun Li, Ziyang Tang, Nanxin Jin, Qiansu Yang, Gang Liu, Tiefang Liu, Jianxing Hu, Sijun Liu, Ping Wang, Jingru Hao, Zhiqiang Zhang, Xiaojing Zhang, Jinfeng Li, Xin Wang, Zhenzhen Li, Yi Wang, Baijian Yang, Lin Ma:
Uncovering Brain Differences in Preschoolers and Young Adolescents with Autism Spectrum Disorder Using Deep Learning. 2250044:1-2250044:11
Volume 32, Number 10, October 2022
- José M. Ferrández, Eduardo Fernández, Diego Andina, Kazuyuki Murase:
Introduction. 2202001:1-2202001:2 - Beatriz García-Martínez, Antonio Fernández-Caballero, Arturo Martínez-Rodrigo, Raúl Alcaraz, Paulo Novais:
Evaluation of Brain Functional Connectivity from Electroencephalographic Signals Under Different Emotional States. 2250026:1-2250026:16 - Miguel Á. Vicente-Querol, Antonio Fernández-Caballero, José Pascual Molina, Luz M. González-Gualda, Patricia Fernández-Sotos, Arturo S. García:
Facial Affect Recognition in Immersive Virtual Reality: Where is the Participant Looking? 2250029:1-2250029:17 - Danilo Avola, Marco Cascio, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti:
Affective Action and Interaction Recognition by Multi-View Representation Learning from Handcrafted Low-Level Skeleton Features. 2250040:1-2250040:23 - Roberto Sánchez-Reolid, María Cruz Martínez-Sáez, Beatriz García-Martínez, Luz Fernández-Aguilar, Laura Ros, José Miguel Latorre, Antonio Fernández-Caballero:
Emotion Classification from EEG with a Low-Cost BCI Versus a High-End Equipment. 2250041:1-2250041:19 - Helen Korving, Di Zhou, Huan Xiang, Paula Sophia Sterkenburg, Panos Markopoulos, Emilia I. Barakova:
Development of an AI-Enabled System for Pain Monitoring Using Skin Conductance Sensoring in Socks. 2250047:1-2250047:11
Volume 32, Number 11, November 2022
- Lei Zhang, Yuanxiao Fan, Jingwen Jiang, Yuchen Li, Wei Zhang:
Adolescent Depression Detection Model Based on Multimodal Data of Interview Audio and Text. 2250045:1-2250045:13 - Habib Adabi Ardakani, Maryam Taghizadeh, Farzaneh Shayegh:
Diagnosis of Autism Disorder Based on Deep Network Trained by Augmented EEG Signals. 2250046:1-2250046:16 - Yanna Zhao, Mingrui Xue, Changxu Dong, Jiatong He, Dengyu Chu, Gaobo Zhang, Fangzhou Xu, Xinting Ge, Yuanjie Zheng:
Automatic Seizure Identification from EEG Signals Based on Brain Connectivity Learning. 2250050:1-2250050:13 - Burcu Küçükoglu, Bodo Rueckauer, Nasir Ahmad, Jaap de Ruyter van Steveninck, Umut Güçlü, Marcel van Gerven:
Optimization of Neuroprosthetic Vision via End-to-End Deep Reinforcement Learning. 2250052:1-2250052:16 - Luping Zhang, Fei Xu, Dongyang Xiao, Jianping Dong, Gexiang Zhang, Ferrante Neri:
Enzymatic Numerical Spiking Neural Membrane Systems and their Application in Designing Membrane Controllers. 2250055:1-2250055:17 - Grzegorz Miebs, Michal Wójcik, Adam Karaszewski, Malgorzata Mochol-Grzelak, Paulina Wawdysz, Rafal A. Bachorz:
Predicting a Time-Dependent Quantity Using Recursive Generative Query Network. 2250056:1-2250056:15
Volume 32, Number 12, December 2022
- Lazaros S. Iliadis:
Introduction. 2202002:1 - Anne Hee Hiong Ngu, Vangelis Metsis, Shuan Coyne, Priyanka Srinivas, Tarek Salad, Uddin Mahmud, Kyong Hee Chee:
Personalized Watch-Based Fall Detection Using a Collaborative Edge-Cloud Framework. 2250048:1-2250048:18 - Arijit Nandi, Fatos Xhafa, Laia Subirats, Santi Fort:
Reward-Penalty Weighted Ensemble for Emotion State Classification from Multi-Modal Data Streams. 2250049:1-2250049:22 - Binyi Wu, Bernd Waschneck, Christian Georg Mayr:
Convolutional Neural Networks Quantization with Double-Stage Squeeze-and-Threshold. 2250051:1-2250051:13 - Nitsa J. Herzog, George D. Magoulas:
Convolutional Neural Networks-Based Framework for Early Identification of Dementia Using MRI of Brain Asymmetry. 2250053:1-2250053:15 - Cosimo Ieracitano, Nadia Mammone, Annunziata Paviglianiti, Francesco Carlo Morabito:
A Conditional Generative Adversarial Network and Transfer Learning-Oriented Anomaly Classification System for Electrospun Nanofibers. 2250054:1-2250054:17 - Dimitrios Panagiotis Kasseropoulos, Paraskevas Koukaras, Christos Tjortjis:
Exploiting Textual Information for Fake News Detection. 2250058:1-2250058:18
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