Brief Research Report
Accepted on 21 Jan 2025
The classification of absence seizures using power-to-power cross-frequency coupling analysis with a deep learning network
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1513661
Volumes
1,085 Publications
Volume 19 - 2025
Original Research
Accepted on 17 Jan 2025
Contrastive Self-supervised Learning for Neurodegenerative Disorder Classification
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1527582
Editorial
Published on 16 Jan 2025
Editorial: Recent applications of noninvasive physiological signals and artificial intelligence
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1543103
- 296 views
Original Research
Accepted on 15 Jan 2025
Enhanced Heart Sound Anomaly Detection via WCOS: A Semisupervised Framework Integrating Wavelet, Autoencoder and SVM
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1530047
Volume 18 - 2024
Original Research
Published on 15 Jan 2025
Power spectral analysis of voltage-gated channels in neurons
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1472499
- 177 views
Original Research
Published on 07 Jan 2025
Deep CNN ResNet-18 based model with attention and transfer learning for Alzheimer's disease detection
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1507217
- 617 views
Methods
Published on 07 Jan 2025
The Multicentre Acute ischemic stroke imaGIng and Clinical data (MAGIC) repository: rationale and blueprint
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1508161
- 496 views
Editorial
Published on 07 Jan 2025
Editorial: Protecting privacy in neuroimaging analysis: balancing data sharing and privacy preservation
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1543121
- 211 views
Original Research
Published on 03 Jan 2025
Leveraging deep learning for robust EEG analysis in mental health monitoring
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1494970
- 488 views
Original Research
Published on 20 Dec 2024
hvEEGNet: a novel deep learning model for high-fidelity EEG reconstruction
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1459970
- 414 views
Original Research
Published on 20 Dec 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
- 480 views
Editorial
Published on 20 Dec 2024
Editorial: Emerging trends in large-scale data analysis for neuroscience research
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1538787
- 384 views
Editorial
Published on 17 Dec 2024
Editorial: Addressing large scale computing challenges in neuroscience: current advances and future directions
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1534396
- 318 views
Opinion
Published on 17 Dec 2024
Harmonizing AI governance regulations and neuroinformatics: perspectives on privacy and data sharing
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1472653
- 669 views
Editorial
Published on 06 Dec 2024
Editorial: Improving autism spectrum disorder diagnosis using machine learning techniques
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1529839
- 646 views
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
- 988 views