Original Research
Published on 13 Jun 2025
Evaluating machine learning pipelines for multimodal neuroimaging in small cohorts: an ALS case study
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1568116
- 1,103 views
1,116 Publications
Volume 19 - 2025
Technology and Code
Published on 04 Jun 2025
NESTML: a generic modeling language and code generation tool for the simulation of spiking neural networks with advanced plasticity rules
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1544143
- 2,167 views
- 1 citation
Original Research
Published on 14 May 2025
Modeling of whole brain sleep electroencephalogram using deep oscillatory neural network
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1513374
- 2,149 views
Technology and Code
Published on 06 May 2025
Net2Brain: a toolbox to compare artificial vision models with human brain responses
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1515873
- 1,756 views
Review
Published on 02 May 2025
Advancements in deep learning for early diagnosis of Alzheimer’s disease using multimodal neuroimaging: challenges and future directions
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1557177
- 4,542 views
Original Research
Published on 17 Apr 2025
Radiomics-driven neuro-fuzzy framework for rule generation to enhance explainability in MRI-based brain tumor segmentation
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1550432
- 2,469 views
- 1 citation
Original Research
Published on 11 Apr 2025
Large-scale EM data reveals myelinated axonal changes and altered connectivity in the corpus callosum of an autism mouse model
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1563799
- 1,781 views
Original Research
Published on 09 Apr 2025
Recognition of MI-EEG signals using extended-LSR-based inductive transfer learning
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1559335
- 1,269 views
Perspective
Published on 19 Mar 2025
The quest to share data
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1570568
- 1,361 views
Original Research
Published on 14 Mar 2025
Developing a multiscale neural connectivity knowledgebase of the autonomic nervous system
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1541184
- 1,926 views
Original Research
Published on 03 Mar 2025
FAIR African brain data: challenges and opportunities
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1530445
- 2,066 views
- 1 citation
Original Research
Published on 28 Feb 2025
Impact of interferon-β and dimethyl fumarate on nonlinear dynamical characteristics of electroencephalogram signatures in patients with multiple sclerosis
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1519391
- 1,620 views
Original Research
Published on 27 Feb 2025
Effect of natural and synthetic noise data augmentation on physical action classification by brain–computer interface and deep learning
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1521805
- 2,157 views
- 1 citation
Original Research
Published on 19 Feb 2025
An action decoding framework combined with deep neural network for predicting the semantics of human actions in videos from evoked brain activities
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1526259
- 1,285 views
- 1 citation
Original Research
Published on 17 Feb 2025
Contrastive self-supervised learning for neurodegenerative disorder classification
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1527582
- 2,668 views
- 1 citation
Original Research
Published on 12 Feb 2025
Quantitative evaluation method of stroke association based on multidimensional gait parameters by using machine learning
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1544372
- 1,515 views