Original Research
Accepted on 02 Dec 2024
Leveraging Deep Learning for Robust EEG Analysis in Mental Health Monitoring
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1494970
Volumes
1,074 Publications
Volume 18 - 2024
Original Research
Published on 28 Nov 2024
Unsupervised method for representation transfer from one brain to another
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1470845
- 482 views
Original Research
Accepted on 27 Nov 2024
hvEEGNet: a novel deep learning model for high-fidelity EEG reconstruction
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1459970
Original Research
Accepted on 26 Nov 2024
Classification of ROI-based fMRI data in short-term memory tasks using discriminant analysis and neural networks
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1480366
Original Research
Published on 26 Nov 2024
Enhanced brain tumor diagnosis using combined deep learning models and weight selection technique
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1444650
- 257 views
Editorial
Published on 26 Nov 2024
Editorial: Reproducible analysis in neuroscience
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1520012
- 376 views
Editorial
Accepted on 20 Nov 2024
Editorial: Improving Autism Spectrum Disorder Diagnosis Using Machine Learning Techniques
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1529839
Methods
Published on 20 Nov 2024
Systems Neuroscience Computing in Python (SyNCoPy): a python package for large-scale analysis of electrophysiological data
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1448161
- 309 views
Original Research
Published on 19 Nov 2024
Enhancing human activity recognition for the elderly and individuals with disabilities through optimized Internet-of-Things and artificial intelligence integration with advanced neural networks
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1454583
- 229 views
Original Research
Accepted on 18 Nov 2024
Identifying Natural Inhibitors Against FUS Protein in Dementia Through Machine Learning, Molecular Docking, and Dynamics Simulation
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1439090
- 114 views
Systematic Review
Published on 12 Nov 2024
Quantitative assessment of neurodevelopmental maturation: a comprehensive systematic literature review of artificial intelligence-based brain age prediction in pediatric populations
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1496143
- 432 views
Original Research
Published on 30 Oct 2024
Spectral graph convolutional neural network for Alzheimer's disease diagnosis and multi-disease categorization from functional brain changes in magnetic resonance images
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1495571
- 500 views
Original Research
Published on 23 Oct 2024
Fuzzy C-means clustering algorithm applied in computed tomography images of patients with intracranial hemorrhage
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1440304
- 347 views
General Commentary
Published on 23 Oct 2024
Commentary: Accelerating spiking neural network simulations with PymoNNto and PymoNNtorch
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1446620
- 399 views
Original Research
Published on 16 Oct 2024
Early detection of mild cognitive impairment through neuropsychological tests in population screenings: a decision support system integrating ontologies and machine learning
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1378281
- 425 views
Original Research
Published on 08 Oct 2024
Research on ECG signal reconstruction based on improved weighted nuclear norm minimization and approximate message passing algorithm
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1454244
- 438 views