| # | Authors | Title | Details | Date | Pdf/Links/Bibtex | Keywords |
|---|---|---|---|---|---|---|
| 2 | Gupta G., Qureshi M.A., Longo L. | A Global Post Hoc XAI Method For Interpreting LSTM Using Deterministic Finite State Automata | The Irish conference on Artificial Intelligence and Cognitive Science | 2025 |    
@inproceedings{GuptaLongo2024, title={A Global Post Hoc XAI Method For Interpreting LSTM Using Deterministic Finite State Automata}, author={Gupta G., Qureshi M.A., Longo, L.}, year={2024}, booktitle = { Proceedings of The 32nd Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2024)}, publisher = {CEUR-WS.org}, volume = {3910}, series = {{CEUR} Workshop Proceedings}, pages={26-38} } [Close]
| RNN • interpretability • Explainable AI • LSTM • Deterministic Finite State Automata • k-means clustering • Recurrent Neural Networks |
| 1 | Longo L. | Modeling Cognitive Load as a Self-Supervised Brain Rate with Electroencephalography and Deep Learning | Brain Sciences | 2022 |
@Article{LongoBrainsci12101416, AUTHOR = {Longo, Luca}, TITLE = {Modeling Cognitive Load as a Self-Supervised Brain Rate with Electroencephalography and Deep Learning}, JOURNAL = {Brain Sciences}, VOLUME = {12}, YEAR = {2022}, NUMBER = {10}, ARTICLE-NUMBER = {1416}, URL = {https://www.mdpi.com/2076-3425/12/10/1416}, ISSN = {2076-3425}, DOI = {10.3390/brainsci12101416} } [Close]
| cognitive load • deep learning • self-supervision • brain rate • convolutional neural network • recurrent neural network • mental workload • EEG bands • electroencephalography • spectral topology-preserving head-maps |
| # | Authors | Title | Details | Date | Pdf/Links/Bibtex | Keywords |