Table of Contents

• Inferring Neural Circuit Interactions and Neuromodulation from Local Field Potential and Electroencephalogram MeasuresPablo Martínez-Cañada, Shahryar Noei, Stefano Panzeri. 3-12 [doi]
• Intrinsic Motivation to Learn Action-State Representation with Hierarchical Temporal MemoryEvgenii Dzhivelikian, Artem Latyshev, Petr Kuderov, Aleksandr I. Panov. 13-24 [doi]
• The Effect of Expected Revenue Proportion and Social Value Orientation Index on Players' Behavior in Divergent Interest Tacit Coordination GamesDor Mizrahi, Ilan Laufer, Inon Zuckerman. 25-34 [doi]
• On the Extraction of High-Level Visual Features from Lateral Geniculate Nucleus Activity: A Rat StudyMai Gamal, Eslam Mounier, Seif Eldawlatly. 35-45 [doi]
• Disfluency as an Indicator of Cognitive-Communication Disorder Through Learning MethodsMarisol Roldán-Palacios, Aurelio López-López. 46-56 [doi]
• Bidirected Information Flow in the High-Level Visual CortexQiang Li. 57-66 [doi]
• A Computational Network Model for Shared Mental Models in Hospital Operation RoomsLaila van Ments, Jan Treur, Jan Klein, Peter Roelofsma. 67-78 [doi]
• System Level Knowledge Representation for Metacognition in NeurosciencePaola Di Maio. 79-88 [doi]
• Brain Connectivity Based Classification of Meditation ExpertisePankaj Pandey, Pragati Gupta, Krishna Prasad Miyapuram. 89-98 [doi]
• Exploring the Brain Information Processing Mechanisms from Functional Connectivity to Translational ApplicationsHongzhi Kuai, Jianhui Chen, Xiaohui Tao, Kazuyuki Imamura, Peipeng Liang, Ning Zhong 0001. 99-111 [doi]
• Spectral Properties of Local Field Potentials and Electroencephalograms as Indices for Changes in Neural Circuit ParametersPablo Martínez-Cañada, Stefano Panzeri. 115-123 [doi]
• Identifying Individuals Using EEG-Based Brain Connectivity PatternsHadri Hussain, Chee-Ming Ting, Muhammad Arif Jalil, Kanad Ray, S. Z. H. Rizvi, J. Kavikumar, Fuad M. Noman, Ahmad Zubaidi Ahmad Zubaidi, Yin Fen Low, Sh-Hussain, Mufti Mahmud, M. Shamim Kaiser, Jalil Ali. 124-135 [doi]
• A Novel Hybrid Model for Brain Functional Connectivity Based on EEGYan Li, Haolan Zhang, Yifan Lu, Huiming Tang. 136-145 [doi]
• Emojis Pictogram Classification for Semantic Recognition of Emotional ContextMuhammad Atif, Valentina Franzoni, Alfredo Milani. 146-156 [doi]
• An Artificial Intelligence Based Approach Towards Inclusive Healthcare Provisioning in Society 5.0: A Perspective on Brain DisorderShamim Al Mamun, M. Shamim Kaiser, Mufti Mahmud. 157-169 [doi]
• Sentiment Analysis Model Based on the Word Structural RepresentationGulmira Bekmanova, Banu Zh. Yergesh, Altynbek Sharipbay. 170-178 [doi]
• Towards Learning a Joint Representation from Transformer in Multimodal Emotion RecognitionJames J. Deng, Clement H. C. Leung. 179-188 [doi]
• Virtual Reality for Enhancement of Emotional Mindset in the First Lockdown of United Kingdom for the Covid-19 PandemicsValentina Franzoni, Niccolò Di Marco, Giulio Biondi, Alfredo Milani. 189-198 [doi]
• Study on the Influencing Factors of Short Video Users' Subjective Well-BeingJiajing Li, Jie Bai, Ziying Li, Yang Yang 0051, Xiuya Lei. 199-210 [doi]
• Assessment of Machine Learning Pipelines for Prediction of Behavioral Deficits from Brain DisconnectomesMarco Zorzi, Michele De Filippo De Grazia, Elvio Blini, Alberto Testolin. 211-222 [doi]
• System Level Knowledge Analysis and Keyword Extraction in NeurosciencePaola Di Maio. 225-234 [doi]
• ConnExt-BioBERT: Leveraging Transfer Learning for Brain-Connectivity Extraction from Neuroscience ArticlesAshika Sharma, Jaikishan Jayakumar, Namrata Sankaran, Partha P. Mitra, Sutanu Chakraborti, P. Sreenivasa Kumar. 235-244 [doi]
• An Attention-Based Mood Controlling Framework for Social Media UsersTapotosh Ghosh, Md. Hasan Al Banna, Tazkia Mim Angona, M. Jaber Al Nahian, Mohammed Nasir Uddin, M. Shamim Kaiser, Mufti Mahmud. 245-256 [doi]
• Analysing, Representing and Classifying Neuroscience Questions Using OntologiesAref EshghiShargh, Kathleen Gray. 257-266 [doi]
• Movie Identification from Electroencephalography Response Using Convolutional Neural NetworkDhananjay Sonawane, Pankaj Pandey, Dyutiman Mukhopadhyay, Krishna Prasad Miyapuram. 267-276 [doi]
• Searching for Unique Neural Descriptors of Primary Colours in EEG Signals: A Classification StudySara L. Ludvigsen, Emma H. Buøen, Andrés Felipe Soler, Marta Molinas. 277-286 [doi]
• Comparison Between Active and Passive Attention Using EEG Waves and Deep Neural NetworkSumit Chakravarty, Ying Xie, Linh Le, John Johnson, Michael Hales. 287-298 [doi]
• An Image-Enhanced Topic Modeling Method for Neuroimaging LiteratureLianfang Ma, Jianhui Chen, Ning Zhong 0001. 299-309 [doi]
• Frequency Bands Selection for Seizure Classification and Forecasting Using NLP, Random Forest and SVM ModelsZiwei Wang, Paolo Mengoni. 310-320 [doi]
• Using Tools for the Analysis of the Mental Activity of ProgrammersRozaliya Amirova, Gcinizwe Dlamini, Vladimir Ivanov 0001, Sergey Masyagin, Aldo Spallone, Giancarlo Succi, Herman Tarasau. 321-337 [doi]
• Explainable Boosting Machine for Predicting Alzheimer's Disease from MRI Hippocampal SubfieldsAlessia Sarica, Andrea Quattrone, Aldo Quattrone. 341-350 [doi]
• A Matlab-Based Open-Source Toolbox for Artefact Removal from Extracellular Neuronal SignalsMarcos Fabietti, Mufti Mahmud, Ahmad Lotfi. 351-365 [doi]
• D3mciAD: Data-Driven Diagnosis of Mild Cognitive Impairment Utilizing Syntactic Images Generation and Neural NetsMd. Mahmodul Hasan, Md. Asaduzzaman, Mohammad Motiur Rahman, Mohammad Shahadat Hossain, Karl Andersson 0001. 366-377 [doi]
• Mental Healthcare Chatbot Using Sequence-to-Sequence Learning and BiLSTMAfsana Binte Rakib, Esika Arifin Rumky, Ananna J. Ashraf, Md. Monsur Hillas, Muhammad Arifur Rahman. 378-387 [doi]
• A Belief Rule Base Approach to Support Comparison of Digital Speech Signal Features for Parkinson's Disease DiagnosisShafkat Raihan, Sharif Noor Zisad, Raihan Ul Islam, Mohammad Shahadat Hossain, Karl Andersson 0001. 388-400 [doi]
• Towards Autism Subtype Detection Through Identification of Discriminatory Factors Using Machine LearningTania Akter, Mohammad Hanif Ali, Md. Shahriare Satu, Md. Imran Khan, Mufti Mahmud. 401-410 [doi]
• Indoor Navigation Support System for Patients with Neurodegenerative DiseasesMilon Biswas, Ashiqur Rahman, M. Shamim Kaiser, Shamim Al Mamun, K. Shayekh Ebne Mizan, Mohammad Shahidul Islam, Mufti Mahmud. 411-422 [doi]
• A Parallel Machine Learning Framework for Detecting Alzheimer's DiseaseSean A. Knox, Tianhua Chen, Pan Su, Grigoris Antoniou. 423-432 [doi]
• Early Detection of Parkinson's Disease from Micrographic Static Hand DrawingsNanziba Basnin, Tahmina Akter Sumi, Mohammad Shahadat Hossain, Karl Andersson 0001. 433-447 [doi]
• An XAI Based Autism Detection: The Context Behind the DetectionMilon Biswas, M. Shamim Kaiser, Mufti Mahmud, Shamim Al Mamun, Md. Shahadat Hossain, Muhammad Arifur Rahman. 448-459 [doi]
• EEG Seizure Prediction Based on Empirical Mode Decomposition and Convolutional Neural NetworkJianzhuo Yan, Jinnan Li, Hongxia Xu, Yongchuan Yu, Lexin Pan, Xuerui Cheng, Shaofeng Tan. 463-473 [doi]
• TSC-MI: A Temporal Spatial Convolution Neural Network Fused with Mutual Information for Motor Imagery Based EEG ClassificationYonghao Ren, Shuo Zhang, Jing Wang 0080, Runzhi Li. 474-485 [doi]
• A Novel Approach Towards Early Detection of Alzheimer's Disease Using Deep Learning on Magnetic Resonance ImagesKushpal Singh Yadav, Krishna Prasad Miyapuram. 486-495 [doi]
• Feature Selection Based Machine Learning to Improve Prediction of Parkinson DiseaseNazmun Nahar, Ferdous Ara, Md. Arif Istiek Neloy, Anik Biswas, Mohammad Shahadat Hossain, Karl Andersson 0001. 496-508 [doi]
• Feature Analysis of EEG Based Brain-Computer Interfaces to Detect Motor ImagerySaima Akbar, Ana María Martínez Enríquez, Muhammad Aslam, Rabeeya Saleem. 509-518 [doi]
• EEG Signal Discrimination with Permutation EntropyYoupeng Yang, Haolan Zhang, Sanghyuk Lee. 519-528 [doi]
• Human-Computer Interaction Model for Brainstorming Based on ExtenicsXingsen Li, Haibin Pi, Haolan Zhang. 529-535 [doi]
• Deep Learning Approach to Classify Parkinson's Disease from MRI SamplesNanziba Basnin, Nazmun Nahar, Fahmida Ahmed Anika, Mohammad Shahadat Hossain, Karl Andersson 0001. 536-547 [doi]
• Automatic Pose and Shape Initialization via Multiview Silhouette ImagesYifan Lu, Guanghui Song, Haolan Zhang. 548-557 [doi]
• The Necessity of Leave One Subject Out (LOSO) Cross Validation for EEG Disease DiagnosisSajeev Kunjan, Tyler S. Grummett, Kenneth J. Pope, David M. W. Powers, Sean P. Fitzgibbon, T. Bastiampillai, M. Battersby, Trent W. Lewis. 558-567 [doi]