| # | Authors | Title | Details | Date | Pdf/Links/Bibtex | Keywords |
|---|---|---|---|---|---|---|
| 2 | Nakanishi T. Longo L. | Approximate-Inverse Explainability of beta–VAE Latents for Multichannel EEG Participant-generalised Topographical Representation Learning | IEEE Access | 2025 |   
@ARTICLE{NakanishiLongo2025, author={Nakanishi, Takafumi and Longo, Luca}, journal={IEEE Access}, title={Approximate-Inverse Explainability of ?–VAE Latents for Multichannel EEG Participant-Generalised Topographical Representation Learning}, year={2025}, volume={13}, number={}, pages={204773-204795}, keywords={Electroencephalography;Brain modeling;Spatial coherence;Scalp;Perturbation methods;Computational modeling;Explainable AI;Deep learning;Visualization;Videos;Electroencephalography (EEG);?–VAE;topographic mapping;explainable AI (XAI);approximate inverse model explanations (AIME);generative deep learning;representation learning}, doi={10.1109/ACCESS.2025.3635543}} [Close]
| Electroencephalography • Brain modeling • Spatial coherence • Scalp • Perturbation methods • Computational modeling • Explainable AI • Deep learning • Electroencephalography • VAE • topographic mapping • approximate inverse model explanations • generative deep learning • representation learning |
| 1 | Kalra J., Mittal P., Mittal N., Arora A., Tewari U., Chharia A., Upadhyay R., Kumar V., Longo L. | How Visual Stimuli evoked P300 is transforming the Brain-Computer Interface Landscape: A PRISMA Compliant Systematic Review | IEEE Transactions On Neural Systems and Rehabilitation Engineering | 2023 |
@ARTICLE{LongoIEEEHow2023, author={Kalra, Jai and Mittal, Prashasti and Mittal, Nirmiti and Arora, Abhishek and Tewari, Utkarsh and Chharia, Aviral and Upadhyay, Rahul and Kumar, Vinay and Longo, Luca}, journal={IEEE Transactions on Neural Systems and Rehabilitation Engineering}, title={How Visual Stimuli Evoked P300 is Transforming the Brain–Computer Interface Landscape: A PRISMA Compliant Systematic Review}, year={2023}, volume={31}, number={}, pages={1429-1439}, doi={10.1109/TNSRE.2023.3246588}} [Close]
| Electroencephalography • Visualization • Market research • Recording • Brain modeling • Task analysis • Medical diagnostic imaging |
| # | Authors | Title | Details | Date | Pdf/Links/Bibtex | Keywords |