El. knyga: Brain Informatics: 14th International Conference, BI 2021, Virtual Event, September 17-19, 2021, Proceedings

Cognitive and Computational Foundations of Brain Science Inferring
Neural Circuit Interactions and Neuromodulation from Local Field Potential
and Electroencephalogram measures.- Motivation to Learn Action-State
Representation with Hierarchical Temporal Memory.- The Effect of Expected
Revenue Proportion and Social Value Orientation Index on Players Behavior in
Divergent Interest Tacit Coordination Games.- On the Extraction of High-level
Visual Features from Lateral Geniculate Nucleus Activity: A Rat Study.-
Disfluency as an Indicator of Cognitive-communication Disorder Through
Learning Methods.- Bidirected Information Flow in the High-Level Visual
Cortex.- A Computational Network Model for Shared Mental Models in Hospital
Operation Rooms.- System Level Knowledge Representation For Metacognition in
Neuroscience.- Brain connectivity based classification of Meditation
expertise.- Exploring the Brain Information Processing Mechanisms from
Functional Connectivity to Translational Applications.- Organization
Investigations of Human Information Processing Systems Spectral Properties of
Local Field Potentials and Electroencephalograms as Indices for Changes in
Neural Circuit Parameters.- Identifying individuals using EEG-based Brain
Connectivity Patterns.- A Novel Hybrid Model for Brain Functional
Connectivity based on EEG.- ictogram Classification for Semantic Recognition
of Emotional Context.- An Artificial Intelligence based Approach Towards
Inclusive Healthcare Provisioning in Society 5.0: A Perspective on Brain
Disorder.- Emotion recognition model based on the word structural
representation.- Towards Learning a Joint Representation from Transformer in
Multimodal Emotion Recognition.- Virtual Reality for Enhancement of Emotional
Mindset.- Study on the Influencing Factors of Short Video Users Subjective
Well-Being.- Brain Big Data Analytics, Curation and Management System Level
Knowledge Analysis and Vocabulary Extraction for Neuroscience.- Analysing,
Representing and Classifying Neuroscience Questions Using Ontologies.- Gray
Movie Identification from Electroencephalography response using Convolutional
Neural Network.- Searching for unique neural descriptors of primary colours
in EEG signals: a classification study.- Comparison between Active and
Passive Attention Using EEG Waves and Deep Neural Network.- An Image-enhance
Topic Modeling Method for Neuroimaging Literature.- Frequency Bands Selection
for Seizure Classification and Forecasting using NLP, Random Forest and SVM
Models.- Using tools for the analysis of the mental activity of programmers.-
Informatics Paradigms for Brain and Mental Health Research Explainable
Boosting Machine for predicting Alzheimers disease from MRI Hippocampal
Subfields.- A Matlab-based Open-Source Toolbox for Artefact Removal from
Extracellular Neuronal Signals.- Organization D3mciAD: Data-Driven Diagnosis
of Mild Cognitive Impairment Utilizing Syntactic Images Generation and Neural
Nets.- Mental Healthcare Chatbot using Sequence-to-Sequence Learning and
BiLSTM.- A Belief Rule Base Approach to Support Comparison of Digital Speech
Signal Features for Parkinsons Disease Diagnosis.- Towards Autism Subtype
Detection through Identification of Discriminatory Factors using Machine
Learning Indoor Navigation Support System for Patients with Neurodegenerative
Diseases.