Cognitive and Computational Foundations of Brain Science
Estimating the Temporal Evolution of Synaptic Weights from Dynamic Functional Connectivity
From concrete to abstract rules: A computational sketch
Detection of Healthy and Unhealthy Brain States from Local Field Potentials using Machine Learning
COSLETS: Recognition of Emotion Based on EEG signals
Influences of Social Learning in Individual Perception and Decision Making in People with Autism: A Computational Approach
Investigations of Human Information Processing Systems
Analysis of Semantic Processes as an Indication for Focal Point Selection by Decomposing Alpha Frequency Band
Toward the study of the neural-underpinnings of dyslexia during Final-phoneme Elision: A machine learning approach
Root-Cause Analysis of Activation Cascade Differences in Brain Networks
Unstructured Categorization with Probabilistic Feedback: Learning Accuracy versus Response Time
Brain Big Data Analytics, Curation and Management
Optimizing measures of information encoding in astrocytic calcium signals
Introducing the Rank-Biased Overlap as Similarity measure for Feature Importance in Explainable Machine Learning: a case study on Parkinsons disease
Prediction of neuropsychological scores from functional connectivity matrices using deep autoencoders
Feature Fusion-Based Capsule Network for Cross-Subject Mental Workload Classification
Brain Source Reconstruction Solution Quality Assessment with Spatial Graph Frequency Features
Enhancing the MR Neuroimaging by Using the Deep Super-Resolution Reconstruction
Towards Machine Learning Driven Self-guided Virtual Reality Exposure Therapy based on Arousal State Detection from Multimodal Data
Convex Hull in Brain Tumor Segmentation
Informatics Paradigms for Brain and Mental Health Research
Computer Added Diagnosis Framework for ADHD Detection using Quantitative EEG
A Machine Learning Approach for Early Detection of Postpartum Depression in Bangladesh
Epilepsy Detection from EEG Data using a Hybrid CNN-LSTM Model
Classifying Brain Tumor from MRI Images Using Parallel CNN Model
Triplet-loss based Siamese Convolutional Neural Network for 4-Way Classification of Alzheimers Disease
Understanding syntax structure of language after a head injury
A Belief Rule Based Expert System To Diagnose Alzheimers disease Using Whole Blood Gene Expression Data
Feature-selected Graph Spatial Attention Network for Addictive Brain-Networks Identification
Brain-Machine Intelligence and Brain-Inspired Computing
Biologically Inspired Neural Path Finding
A Second-Order Adaptive Social-Behavioural Model for Individual and Duo Motor Learning
EEG signal classification using Shallow FBCSP ConvNet with a new cropping strategy
Becoming Attuned To Each Other Over Time: A Computational Neural Agent Model for the Role of Time Lags in Subjective Synchrony Detection and Related Behavioural Adaptivity.