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Institutions of the University of Bayreuth
Lehrstuhl Digital Health mit Schwerpunkt Data Science in Lebenswissenschaften

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Number of items at this level: 140.

2023

Wei, Xiaoxi ; Faisal, A. Aldo:
Federated deep transfer learning for EEG decoding using multiple BCI tasks.
In: 11th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. - IEEE, 2023 . - 4 S.
DOI: https://doi.org/10.1109/NER52421.2023.10123713

Kadirvelu, Balasundaram ; Bellido Bel, Teresa ; Wu, Xiaofei ; Burmester, Victoria ; Ananth, Shayma ; Cabral C. C. Branco, Bianca ; Girela-Serrano, Braulio ; Gledhill, Julia ; Di Simplicio, Martina ; Nicholls, Dasha ; Faisal, A. Aldo:
Mindcraft, a Mobile Mental Health Monitoring Platform for Children and Young People : Development and Acceptability Pilot Study.
In: JMIR Formative Research. Vol. 7 (2023) . - e44877.
DOI: https://doi.org/10.2196/44877

Nagendran, Myura ; Festor, Paul ; Komorowski, Matthieu ; Gordon, Anthony ; Faisal, A. Aldo:
Quantifying the impact of AI recommendations with explanations on prescription decision making : an interactive vignette study.
London , 2023 . - 23 p.
DOI: https://doi.org/10.21203/rs.3.rs-2971252/v1

Wannawas, Nat ; Faisal, A. Aldo:
Towards AI-Controlled FES-Restoration of Arm Movements : Controlling for Progressive Muscular Fatigue with Gaussian State-Space Models.
In: 11th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. - IEEE, 2023 . - 4 S.
DOI: https://doi.org/10.1109/ner52421.2023.10123874

Wannawas, Nat ; Faisal, A. Aldo:
Towards AI-controlled FES-restoration of arm movements : neuromechanics-based reinforcement learning for 3-D reaching.
In: 11th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. - IEEE, 2023 . - 4 S.
DOI: https://doi.org/10.1109/ner52421.2023.10123831

Volltext
Ricotti, Valeria ; Kadirvelu, Balasundaram ; Selby, Victoria ; Festenstein, Richard ; Mercuri, Eugenio ; Voit, Thomas ; Faisal, A. Aldo:
Wearable full-body motion tracking of activities of daily living predicts disease trajectory in Duchenne muscular dystrophy.
In: Nature Medicine. Vol. 29 (2023) Issue 1 . - pp. 95-103.
DOI: https://doi.org/10.15495/EPub_UBT_00006987

Kadirvelu, Balasundaram ; Gavriel, Constantinos ; Nageshwaran, Sathiji ; Chan, Jackson Ping Kei ; Nethisinghe, Suran ; Athanasopoulos, Stavros ; Ricotti, Valeria ; Voit, Thomas ; Giunti, Paola ; Festenstein, Richard ; Faisal, A. Aldo:
A wearable motion capture suit and machine learning predict disease progression in Friedreich’s ataxia.
In: Nature Medicine. Vol. 29 (2023) Issue 1 . - pp. 86-94.
DOI: https://doi.org/10.1038/s41591-022-02159-6

2022

Wei, Xiaoxi ; Faisal, A. Aldo ; Grosse-Wentrup, Moritz ; Gramfort, Alexandre ; Chevalliere, Sylvain ; Jayaram, Vinay ; Jeunet, Camille ; Bakas, Stylianos ; Ludwig, Siegfried ; Barmpas, Konstantinos ; Bahri, Mehdi ; Panagakis, Yannis ; Laskaris, Nikolaos ; Adamos, Dimitrios A. ; Zafeiriou, Stefanos ; Duong, William C. ; Gordon, Stephen M. ; Lawhern, Vernon J. ; Sliwowski, Maciej ; Rouanne, Vincent ; Tempczyk, Piotr:
2021 BEETL competition : advancing transfer learning for subject independence and heterogenous EEG data sets.
In: Kiela, Douwe ; Ciccone, Marco ; Caputo, Barbara (ed.): NeurIPS 2021 Competition and Demonstration Track : Revised Selected Papers. - 2022 . - pp. 205-219 . - (Proceedings of Machine Learning Research ; 176 )

Festor, Paul ; Jia, Yan ; Gordon, Anthony C. ; Faisal, A. Aldo ; Habli, Ibrahim ; Komorowski, Matthieu:
Assuring the safety of AI-based clinical decision support systems : a case study of the AI Clinician for sepsis treatment.
In: BMJ Health & Care Informatics. Vol. 29 (2022) Issue 1 . - e100549.
DOI: https://doi.org/10.1136/bmjhci-2022-100549

Honeyford, Kate ; Expert, Paul ; Mendelsohn, Estera ; Post, B. ; Faisal, A. Aldo ; Glampson, B. ; Mayer, Erik ; Costelloe, C. E.:
Challenges and recommendations for high quality research using electronic health records.
In: Frontiers in Digital Health. Vol. 4 (2022) . - 940330.
DOI: https://doi.org/10.3389/fdgth.2022.940330

Harston, J. Alex ; Faisal, A. Aldo:
Methods and Models of Eye-Tracking in Natural Environments.
In: Stuart, Samuel (ed.): Eye Tracking : Background, Methods, and Applications. - New York : Humana Press, 2022 . - pp. 49-68 . - (Neuromethods ; 183 )
DOI: https://doi.org/10.1007/978-1-0716-2391-6_4

Festor, Paul ; Shafti, Ali ; Harston, Alex ; Li, Michey ; Orlov, Pavel ; Faisal, A. Aldo:
MIDAS: Deep learning human action intention prediction from natural eye movement patterns.
arXiv , 2022
DOI: https://doi.org/10.48550/arXiv.2201.09135

Currie, Stephen P. ; Ammer, Julian J. ; Premchand, Brian ; Dacre, Joshua ; Wu, Yufei ; Eleftheriou, Constantinos ; Colligan, Matt ; Clarke, Thomas ; Mitchell, Leah ; Faisal, A. Aldo ; Hennig, Matthias H. ; Duguid, Ian:
Movement-specific signaling is differentially distributed across motor cortex layer 5 projection neuron classes.
In: Cell Reports. Vol. 39 (2022) Issue 6 . - 110801.
DOI: https://doi.org/10.1016/j.celrep.2022.110801

Subramanian, Mahendran ; Faisal, A. Aldo:
Natural Gaze Informatics : Toward Intelligence Assisted Wheelchair Mobility.
In: Stuart, Samuel (ed.): Eye Tracking : Background, Methods, and Applications. - New York : Humana Press, 2022 . - pp. 97-112 . - (Neuromethods ; 183 )
DOI: https://doi.org/10.1007/978-1-0716-2391-6_6

Blum, Kyle P. ; Grogan, Max ; Wu, Yufei ; Harston, J. Alex ; Miller, Lee E. ; Faisal, A. Aldo:
Predicting proprioceptive cortical anatomy and neural coding with topographic autoencoders.
bioRxiv , 2022
DOI: https://doi.org/10.1101/2021.12.10.472161

Shafti, Ali ; Derks, Victoria ; Kay, Hannah ; Faisal, A. Aldo:
The response shift paradigm to quantify human trust in AI recommendations.
arXiv , 2022
DOI: https://doi.org/10.48550/arXiv.2202.08979

Liu, Yiming ; Leib, Raz ; Dudley, William ; Shafti, Ali ; Faisal, A. Aldo ; Franklin, David W.:
The role of haptic communication in dyadic collaborative object manipulation tasks.
arXiv , 2022
DOI: https://doi.org/10.48550/arXiv.2203.01287

Kadirvelu, Balasundaram ; Burcea, Gabriel ; Quint, Jennifer K. ; Costelloe, Ceire E. ; Faisal, A. Aldo:
Variation in global COVID-19 symptoms by geography and by chronic disease : A global survey using the COVID-19 Symptom Mapper.
In: eClinicalMedicine. Vol. 45 (2022) . - 101317.
DOI: https://doi.org/10.1016/j.eclinm.2022.101317

2021

Dudley, W. L. ; Shafti, Ali ; Faisal, A. Aldo:
Real-world to virtual : flexible and scalable investigations of human-agent collaboration.
2021
Event: ACM CHI Workshop on Reinforcement Learning for Humans, Computing, and Interaction , 08.-13.05.2021 , online.
(Conference item: Workshop , Paper )

Maimon-Mor, Roni O. ; Schone, Hunter R. ; Henderson Slater, David ; Faisal, A. Aldo ; Makin, Tamar R.:
Author response: Early life experience sets hard limits on motor learning as evidenced from artificial arm use.
In: eLife. Vol. 10 (2021) . - e66320.
DOI: https://doi.org/10.7554/elife.66320.sa2

Li, Luchen ; Faisal, A. Aldo:
Bayesian Distributional Policy Gradients.
In: Proceedings of the AAAI Conference on Artificial Intelligence. Vol. 35 (2021) Issue 10 . - pp. 8429-8437.
DOI: https://doi.org/10.1609/aaai.v35i10.17024

Faisal, A. Aldo ; Le Lannou, Erwann ; Post, Benjamin ; Haar, Shlomi ; Brett, Stephen ; Kadirvelu, Balasundaram:
Clustering of patient comorbidities within electronic medical records enables high-precision COVID-19 mortality prediction.
Research Square , 2021
DOI: https://doi.org/10.21203/rs.3.rs-374482/v1

Le Lannou, Erwann ; Post, Benjamin ; Haar, Shlomi ; Brett, Stephen J. ; Kadirvelu, Balasundaram ; Faisal, A. Aldo:
Clustering of patient comorbidities within electronic medical records enables high-precision COVID-19 mortality prediction.
medRxiv , 2021
DOI: https://doi.org/10.1101/2021.03.29.21254579

Faisal, A. Aldo ; Kadirvelu, Balasundaram ; Gavriel, Constantinos ; Nageshwaran, Sathiji ; Chan, Jackson Ping Kei Jackson ; Athanasopoulos, Stavros ; Giunti, Paola ; Ricotti, Valeria ; Voit, Thomas ; Festenstein, Richard:
Data-derived wearable digital biomarkers predict Frataxin gene expression levels and longitudinal disease progression in Friedreich’s Ataxia.
Research Square , 2021
DOI: https://doi.org/10.21203/rs.3.rs-737100/v1

Ortega, Pablo ; Faisal, A. Aldo:
Deep learning multimodal fNIRS and EEG signals for bimanual grip force decoding.
In: Journal of Neural Engineering. Vol. 18 (2021) Issue 4 . - 0460e6.
DOI: https://doi.org/10.1088/1741-2552/ac1ab3

Ortega, Pablo ; Zhao, Tong ; Faisal, A. Aldo:
Deep Real-Time Decoding of bimanual grip force from EEG & fNIRS.
In: 10th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. - Piscataway, NJ : IEEE, 2021 . - pp. 714-717
DOI: https://doi.org/10.1109/NER49283.2021.9441409

Parkin, Beth L. ; Daws, Richard E. ; Das-Neves, Ines ; Violante, Ines R. ; Soreq, Eyal ; Faisal, A. Aldo ; Sandrone, Stefano ; Lao-Kaim, Nicholas P. ; Martin-Bastida, Antonio ; Roussakis, Andreas-Antonios ; Piccini, Paola ; Hampshire, Adam:
Dissociable effects of age and Parkinson’s disease on instruction-based learning.
In: Brain Communications. Vol. 3 (2021) Issue 3 .
DOI: https://doi.org/10.1093/braincomms/fcab175

Maimon-Mor, Roni O. ; Schone, Hunter R. ; Henderson Slater, David ; Faisal, A. Aldo ; Makin, Tamar R.:
Early life experience sets hard limits on motor learning as evidenced from artificial arm use.
In: eLife. Vol. 10 (2021) . - e66320.
DOI: https://doi.org/10.7554/eLife.66320

Maimon-Mor, Roni O. ; Schone, Hunter R. ; Slater, David Henderson ; Faisal, A. Aldo ; Makin, Tamar R.:
Early life experience sets hard limits on motor learning as evidenced from artificial arm use.
bioRxiv , 2021
DOI: https://doi.org/10.1101/2021.01.26.428281

Haar, Shlomi ; Sundar, Guhan ; Faisal, A. Aldo:
Embodied virtual reality for the study of real-world motor learning.
In: PLoS One. Vol. 16 (2021) Issue 1 . - e0245717.
DOI: https://doi.org/10.1371/journal.pone.0245717

Festor, Paul ; Luise, Giulia ; Komorowski, Matthieu ; Faisal, A. Aldo:
Enabling risk-aware Reinforcement Learning for medical interventions through uncertainty decomposition.
2021
Event: 1st Workshop on Interpretable Machine Learning in Healthcare (IMLH) at International Conference on Machine Learning (ICML) , Virtual.
(Conference item: Workshop , Paper )
DOI: https://doi.org/10.48550/arXiv.2109.07827

Subramanian, Mahendran ; Park, Suhyung ; Orlov, Pavel ; Shafti, Ali ; Faisal, A. Aldo:
Gaze-contingent decoding of human navigation intention on an autonomous wheelchair platform.
In: 10th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. - Piscataway, NJ : IEEE, 2021 . - pp. 335-338
DOI: https://doi.org/10.1109/NER49283.2021.9441218

Ortega, Pablo ; Faisal, A. Aldo:
HemCNN : Deep Learning enables decoding of fNIRS cortical signals in hand grip motor tasks.
In: 10th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. - Piscataway, NJ : IEEE, 2021 . - pp. 718-721
DOI: https://doi.org/10.1109/NER49283.2021.9441323

Wei, Xiaoxi ; Ortega, Pablo ; Faisal, A. Aldo:
Inter-subject Deep Transfer Learning for Motor Imagery EEG Decoding.
In: 10th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. - Piscataway, NJ : IEEE, 2021 . - pp. 21-24
DOI: https://doi.org/10.1109/NER49283.2021.9441085

Festor, Paul ; Habli, Ibrahim ; Jia, Yan ; Gordon, Anthony ; Faisal, A. Aldo ; Komorowski, Matthieu:
Levels of Autonomy and Safety Assurance for AI-Based Clinical Decision Systems.
In: Habli, Ibrahim ; Sujan, Mark ; Gerasimou, Simos ; Schoitsch, Erwin ; Bitsch, Friedemann (ed.): Computer Safety, Reliability, and Security : SAFECOMP 2021 Workshops ; Proceedings. - Cham : Springer, 2021 . - pp. 291-296 . - (Lecture Notes in Computer Science ; 12853 )
DOI: https://doi.org/10.1007/978-3-030-83906-2_24

Stout, Dietrich ; Chaminade, Thierry ; Apel, Jan ; Shafti, Ali ; Faisal, A. Aldo:
The measurement, evolution, and neural representation of action grammars of human behavior.
In: Scientific Reports. Vol. 11 (2021) Issue 1 . - 13720.
DOI: https://doi.org/10.1038/s41598-021-92992-5

Li, Denghao ; Ortega, Pablo ; Wei, Xiaoxi ; Faisal, A. Aldo:
Model-Agnostic Meta-Learning for EEG Motor Imagery Decoding in Brain-Computer-Interfacing.
In: 10th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. - Piscataway, NJ : IEEE, 2021 . - pp. 527-530
DOI: https://doi.org/10.1109/NER49283.2021.9441077

Patel, Brijesh V. ; Haar, Shlomi ; Handslip, Rhodri ; Auepanwiriyakul, Chaiyawan ; Lee, Teresa Mei-Ling ; Patel, Sunil ; Harston, J. Alex ; Hosking-Jervis, Feargus ; Kelly, Donna ; Sanderson, Barnaby ; Borgatta, Barbara ; Tatham, Kate ; Welters, Ingeborg ; Camporota, Luigi ; Gordon, Anthony C. ; Komorowski, Matthieu ; Antcliffe, David ; Prowle, John R. ; Puthucheary, Zudin ; Faisal, A. Aldo:
Natural history, trajectory, and management of mechanically ventilated COVID-19 patients in the United Kingdom.
In: Intensive Care Medicine. Vol. 47 (2021) Issue 5 . - pp. 549-565.
DOI: https://doi.org/10.1007/s00134-021-06389-z

Wannawas, Nat ; Subramanian, Mahendran ; Faisal, A. Aldo:
Neuromechanics-based Deep Reinforcement Learning of Neurostimulation Control in FES cycling.
In: 10th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. - Piscataway, NJ : IEEE, 2021 . - pp. 381-384
DOI: https://doi.org/10.1109/NER49283.2021.9441354

Shafti, Ali ; Faisal, A. Aldo:
Non-invasive Cognitive-level Human Interfacing for the Robotic Restoration of Reaching & Grasping.
In: 10th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. - Piscataway, NJ : IEEE, 2021 . - pp. 872-875
DOI: https://doi.org/10.1109/NER49283.2021.9441453

Pieritz, Svenja ; Khwaja, Mohammed ; Faisal, A. Aldo ; Matic, Aleksandar:
Personalised recommendations in mental health Apps : the impact of autonomy and data sharing.
In: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. - New York : Association for Computing Machinery, 2021 . - 537
DOI: https://doi.org/10.1145/3411764.3445523

Khwaja, Mohammed ; Pieritz, Svenja ; Faisal, A. Aldo ; Matic, Aleksandar:
Personality and Engagement with Digital Mental Health Interventions.
In: Masthoff, Judith ; Herder, Eelco ; Tintarev, Nava ; Tkalčič, Marko (ed.): Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization. - New York : Association for Computing Machinery, 2021 . - pp. 235-239
DOI: https://doi.org/10.1145/3450613.3456823

Volltext
Shafti, Ali ; Haar, Shlomi ; Mio, Renato ; Guilleminot, Pierre ; Faisal, A. Aldo:
Playing the piano with a robotic third thumb : assessing constraints of human augmentation.
In: Scientific Reports. Vol. 11 (2021) Issue 1 . - 21375.
DOI: https://doi.org/10.1038/s41598-021-00376-6

Shafti, Ali ; Haar, Shlomi ; Mio, Renato ; Guilleminot, Pierre ; Faisal, A. Aldo:
Playing the piano with a robotic third thumb : Assessing constraints of human augmentation.
bioRxiv , 2021
DOI: https://doi.org/10.1101/2020.05.21.108407

Faisal, A. Aldo:
Putting touch into action.
In: Science. Vol. 372 (2021) Issue 6544 . - pp. 791-792.
DOI: https://doi.org/10.1126/science.abi7262

Currie, Stephen P. ; Ammer, Julian J. ; Premchand, Brian ; Dacre, Joshua ; Wu, Yufei ; Eleftheriou, Constantinos ; Colligan, Matt ; Clarke, Thomas ; Mitchell, Leah ; Faisal, A. Aldo ; Hennig, Matthias H. ; Duguid, Ian:
Spatiotemporal organization of movement-invariant and movement-specific signaling in the output layer of motor cortex.
bioRxiv , 2021
DOI: https://doi.org/10.1101/2020.10.27.357087

2020

Auepanwiriyakul, Chaiyawan ; Waibel, Sigourney ; Songa, Joanna ; Bentley, Paul ; Faisal, A. Aldo:
Accuracy and Acceptability of Wearable Motion Tracking for Inpatient Monitoring Using Smartwatches.
In: Sensors. Vol. 20 (2020) Issue 24 . - 7313.
DOI: https://doi.org/10.3390/s20247313

Auepanwiriyakul, Chaiyawan ; Waibel, Sigourney ; Songa, Joanna ; Bentley, Paul ; Faisal, A. Aldo:
Accuracy and Acceptability of Wearable Motion Tracking Smartwatches for Inpatient Monitoring.
medRxiv , 2020
DOI: https://doi.org/10.1101/2020.07.24.20160663

Bachtiger, Patrik ; Plymen, Carla M. ; Pabari, Punam A. ; Howard, James P. ; Whinnett, Zachary I. ; Opoku, Felicia ; Janering, Stephen ; Faisal, A. Aldo ; Francis, Darrel P. ; Peters, Nicholas S.:
Artificial Intelligence, Data Sensors and Interconnectivity : Future Opportunities for Heart Failure.
In: Cardiac Failure Review. Vol. 6 (2020) . - e11.
DOI: https://doi.org/10.15420/cfr.2019.14

Haar, Shlomi ; Faisal, A. Aldo:
Brain Activity Reveals Multiple Motor-Learning Mechanisms in a Real-World Task.
In: Frontiers in Human Neuroscience. Vol. 14 (2020) . - 354.
DOI: https://doi.org/10.3389/fnhum.2020.00354

Deisenroth, Marc Peter ; Faisal, A. Aldo ; Ong, Cheng Soon:
Mathematics for Machine learning.
Cambridge : Cambridge University Press , 2020 . - xvii, 371 p.

Haar, Shlomi ; van Assel, Camille M. ; Faisal, A. Aldo:
Motor learning in real-world pool billiards.
In: Scientific Reports. Vol. 10 (2020) Issue 1 . - 20046.
DOI: https://doi.org/10.1038/s41598-020-76805-9

Haar, Shlomi ; van Assel, Camille M. ; Faisal, A. Aldo:
Motor learning in real-world pool billiards.
bioRxiv , 2020
DOI: https://doi.org/10.1101/612218

Patel, Brijesh V. ; Haar, Shlomi ; Handslip, Rhodri ; Lee, Teresa Mei-Ling ; Patel, Sunil ; Harston, J. Alex ; Hosking-Jervis, Feargus ; Kelly, Donna ; Sanderson, Barnaby ; Bogatta, Barbara ; Tatham, Kate ; Welters, Ingeborg ; Camporota, Luigi ; Gordon, Anthony C. ; Komorowski, Matthieu ; Antcliffe, David ; Prowle, John R. ; Puthucheary, Zudin ; Faisal, A. Aldo:
Natural history, trajectory, and management of mechanically ventilated COVID-19 patients in the United Kingdom.
medRxiv , 2020
DOI: https://doi.org/10.1101/2020.11.10.20226688

Rito Lima, Ines ; Haar, Shlomi ; Di Grassi, Lucas ; Faisal, A. Aldo:
Neurobehavioural signatures in race car driving : a case study.
In: Scientific Reports. Vol. 10 (2020) Issue 1 . - 11537.
DOI: https://doi.org/10.1038/s41598-020-68423-2

Gallego-Delgado, Patricia ; James, Rachel ; Meng, Joanna ; Browne, Eleanor ; Umashankar, Swetha ; Tan, Li ; Picon, Carmen ; Mazarakis, Nicholas D. ; Faisal, A. Aldo ; Howell, Owain W. ; Reynolds, Richard:
Neuroinflammation in the normal-appearing white matter (NAWM) of the multiple sclerosis brain causes abnormalities at the nodes of Ranvier.
In: PLOS Biology. Vol. 18 (2020) Issue 12 . - e3001008.
DOI: https://doi.org/10.1371/journal.pbio.3001008

Shafti, Ali ; Tjomsland, Jonas ; Dudley, William ; Faisal, A. Aldo:
Real-world human-robot collaborative reinforcement learning.
In: 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). - Piscataway, NJ : IEEE, 2020 . - pp. 11161-11166
DOI: https://doi.org/10.1109/IROS45743.2020.9341473

Albert-Smet, Ignacio ; McPherson, Duncan ; Navaie, Will ; Stocker, Tom ; Faisal, A. Aldo:
Regulations & exemptions during the COVID-19 pandemic for new medical technology, health services & data.
Imperial College London
London 2020 . - 16 p.
DOI: https://doi.org/10.25561/78559

2019

Subramanian, Mahendran ; Songur, Noyan ; Adjei, Darrell ; Orlov, Pavel A. ; Faisal, A. Aldo:
A.Eye Drive : Gaze-based semi-autonomous wheelchair interface.
In: 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) : Proceedings. - Piscataway, NJ : IEEE, 2019 . - pp. 5967-5970
DOI: https://doi.org/10.1109/EMBC.2019.8856608

Khwaja, Mohammed ; Ferrer, Miquel ; Iglesias, Jesus Omana ; Faisal, A. Aldo ; Matic, Aleksandar:
Aligning daily activities with personality : towards a recommender system for improving wellbeing.
In: Bogers, Toine ; Said, Alan (ed.): Proceedings of the 13th ACM Conference on Recommender Systems. - New York : Association for Computing Machinery, 2019 . - pp. 368-372
DOI: https://doi.org/10.1145/3298689.3347020

Beyret, Benjamin ; Shafti, Ali ; Faisal, A. Aldo:
Dot-to-Dot : Explainable Hierarchical Reinforcement Learning for Robotic Manipulation.
In: 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) : Proceedings. - Piscataway, NJ : IEEE, 2019 . - pp. 5014-5019
DOI: https://doi.org/10.1109/IROS40897.2019.8968488

Shafti, Ali ; Orlov, Pavel ; Faisal, A. Aldo:
Gaze-based, Context-aware Robotic System for Assisted Reaching and Grasping.
In: 2019 International Conference on Robotics and Automation (ICRA). - Piscataway, NJ : IEEE, 2019 . - pp. 863-869
DOI: https://doi.org/10.1109/ICRA.2019.8793804

Gottesman, Omer ; Johansson, Fredrik ; Komorowski, Matthieu ; Faisal, A. Aldo ; Sontag, David ; Doshi-Velez, Finale ; Celi, Leo Anthony:
Guidelines for reinforcement learning in healthcare.
In: Nature Medicine. Vol. 25 (2019) Issue 1 . - pp. 16-18.
DOI: https://doi.org/10.1038/s41591-018-0310-5

Makrigiorgos, Alexander ; Shafti, Ali ; Harston, Alex ; Gerard, Julien ; Faisal, A. Aldo:
Human Visual Attention Prediction Boosts Learning & Performance of Autonomous Driving Agents.
arXiv , 2019
DOI: https://doi.org/10.48550/arXiv.1909.05003

Tjomsland, Jonas ; Shafti, Ali ; Faisal, A. Aldo:
Human-robot collaboration via deep reinforcement learning of real-world interactions.
2019
Event: NeurIPS 2019 Workshop on Robot Learning: Control and Interaction in the Real World , 13.-14.12.2019 , Vancouver, Canada.
(Conference item: Workshop , Paper )
DOI: https://doi.org/10.48550/arXiv.1912.01715

Peng, Xuefeng ; Ding, Yi ; Wihl, David ; Gottesman, Omer ; Komorowski, Matthieu ; Lehman, Li-wei H. ; Ross, Andrew ; Faisal, A. Aldo ; Doshi-Velez, Finale:
Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning.
In: American Medical Informatics Association Annual Symposium (AMIA 2018). Band 2. - Red Hook, NY : Curran Associates, Inc., 2019 . - pp. 887-896

Khwaja, Mohammed ; Vaid, Sumer S. ; Zannone, Sara ; Harari, Gabriella M. ; Faisal, A. Aldo ; Matic, Aleksandar:
Modeling personality vs. modeling personalidad : In-the-wild mobile data analysis in five countries suggests cultural impact on personality models.
In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. Vol. 3 (2019) Issue 3 . - -. - 88.
DOI: https://doi.org/10.1145/3351246

Rito Lima, Ines ; Haar, Shlomi ; Di Grassi, Lucas ; Faisal, A. Aldo:
Neurobehavioural signatures in race car driving.
bioRxiv , 2019
DOI: https://doi.org/10.1101/860056

Christodoulou, Petros ; Lange, Robert Tjarko ; Shafti, Ali ; Faisal, A. Aldo:
Reinforcement Learning with Structured Hierarchical Grammar Representations of Actions.
arXiv , 2019
DOI: https://doi.org/10.48550/arXiv.1910.02876

Komorowski, Matthieu ; Celi, Leo A. ; Badawi, Omar ; Gordon, Anthony C. ; Faisal, A. Aldo:
Understanding the artificial intelligence clinician and optimal treatment strategies for sepsis in intensive care.
arXiv , 2019
DOI: https://doi.org/10.48550/arXiv.1903.02345

2018

Komorowski, Matthieu ; Celi, Leo A. ; Badawi, Omar ; Gordon, Anthony C. ; Faisal, A. Aldo:
The Artificial Intelligence Clinician learns optimal treatment strategies for sepsis in intensive care.
In: Nature Medicine. Vol. 24 (2018) Issue 11 . - pp. 1716-1720.
DOI: https://doi.org/10.1038/s41591-018-0213-5

Ortega, Pablo ; Colas, Cédric ; Faisal, A. Aldo:
Compact Convolutional Neural Networks for Multi-Class, Personalised, Closed-Loop EEG-BCI.
In: High tech human touch : 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob). - Piscataway, NJ : IEEE, 2018 . - pp. 136-141
DOI: https://doi.org/10.1109/BIOROB.2018.8487644

Ponferrada, Eduardo G. ; Sylaidi, Anastasia ; Faisal, A. Aldo:
Data-efficient Motor Imagery Decoding in Real-time for the Cybathlon Brain-Computer Interface Race.
In: NEUROTECHNIX 2018 : Proceedings of the 6th International Congress on Neurotechnology, Electronics and Informatics. - Setúbal : SCITEPRESS, 2018 . - pp. 21-32
DOI: https://doi.org/10.5220/0006962400210032

Lin, Chin-Hsuan ; Faisal, A. Aldo:
Decomposing sensorimotor variability changes in ageing and their connection to falls in older people.
In: Scientific Reports. Vol. 8 (2018) Issue 1 . - 14546.
DOI: https://doi.org/10.1038/s41598-018-32648-z

Maymó, Mireia Ruiz ; Shafti, Ali ; Faisal, A. Aldo:
FastOrient : Lightweight Computer Vision for Wrist Control in Assistive Robotic Grasping.
In: High tech human touch : 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob). - Piscataway, NJ : IEEE, 2018 . - pp. 207-212
DOI: https://doi.org/10.1109/BIOROB.2018.8487622

Orlov, Pavel ; Shafti, Ali ; Auepanwiriyakul, Chaiyawan ; Songur, Noyan ; Faisal, A. Aldo:
A gaze-contingent intention decoding engine for human augmentation.
In: Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications : ETRA 2018. - New York : Association for Computing Machinery, 2018 . - 91
DOI: https://doi.org/10.1145/3204493.3208350

Teh, Thomas ; Auepanwiriyakul, Chaiyawan ; Harston, John Alexander ; Faisal, A. Aldo:
Generalised Structural CNNs (SCNNs) for time series data with arbitrary graph topology.
arXiv , 2018
DOI: https://doi.org/10.48550/arXiv.1803.05419

Parbhoo, Sonali ; Gottesman, Omer ; Ross, Andrew Slavin ; Komorowski, Matthieu ; Faisal, A. Aldo ; Bon, Isabella ; Roth, Volker ; Doshi-Velez, Finale:
Improving counterfactual reasoning with kernelised dynamic mixing models.
In: PLoS One. Vol. 13 (2018) Issue 11 . - e0205839.
DOI: https://doi.org/10.1371/journal.pone.0205839

Woods, Billy ; Subramanian, Mahendran ; Shafti, Ali ; Faisal, A. Aldo:
Mechanomyography based closed-loop functional electrical stimulation cycling system.
In: High tech human touch : 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob). - Piscataway, NJ : IEEE, 2018 . - pp. 179-184
DOI: https://doi.org/10.1109/BIOROB.2018.8487941

Raymond, Lou-Ann ; Piccini, Margherita ; Subramanian, Mahendran ; Pavel, Orlov ; Zito, Giuseppe ; Faisal, A. Aldo:
Natural Gaze Data-Driven Wheelchair.
bioRxiv , 2018
DOI: https://doi.org/10.1101/252684

Liu, Yao ; Gottesman, Omer ; Raghu, Aniruddh ; Komorowski, Matthieu ; Faisal, A. Aldo ; Doshi-Velez, Finale ; Brunskill, Emma:
Representation Balancing MDPs for Off-Policy Policy Evaluation.
In: Proceedings of the 32nd International Conference on Neural Information Processing Systems (NeurIPS 2018). - Red Hook, NY : Curran Associates, Inc., 2018 . - pp. 2649-2658 . - (Advances in Neural Information Processing Systems ; 31 )

Auepanwiriyakul, Chaiyawan ; Harston, Alex ; Orlov, Pavel ; Shafti, Ali ; Faisal, A. Aldo:
Semantic fovea : real-time annotation of ego-centric videos with gaze context.
In: Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications : ETRA 2018. - New York : Association for Computing Machinery, 2018 . - 87
DOI: https://doi.org/10.1145/3204493.3208349

Cunningham, James ; Hapsari, Anita ; Guilleminot, Pierre ; Shafti, Ali ; Faisal, A. Aldo:
The Supernumerary Robotic 3rd Thumb for Skilled Music Tasks.
In: High tech human touch : 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob). - Piscataway, NJ : IEEE, 2018 . - pp. 665-670
DOI: https://doi.org/10.1109/BIOROB.2018.8487609

Li, Mickey ; Songur, Noyan ; Orlov, Pavel ; Leutenegger, Stefan ; Faisal, A. Aldo:
Towards an embodied semantic fovea : semantic 3D scene reconstruction from ego-centric eye-tracker videos.
arXiv , 2018
DOI: https://doi.org/10.48550/arXiv.1807.10561

2017

Iyer, Rajeshwari ; Ungless, Mark A. ; Faisal, A. Aldo:
Calcium-activated SK channels control firing regularity by modulating sodium channel availability in midbrain dopamine neurons.
In: Scientific Reports. Vol. 7 (2017) Issue 1 . - 5248.
DOI: https://doi.org/10.1038/s41598-017-05578-5

Pitchforth, J. ; Iodice, M. ; Main, M. ; Dziemian, S. ; Faisal, A. Aldo ; Bergsma, A. ; Muntoni, F.:
A clinical update on the eNHANCE project : Eye tracking control for reaching and grasping in an adolescent Duchenne muscular dystrophy (DMD) population.
In: Neuromuscular Disorders. Vol. 27 (2017) Issue Suppl. 2 . - S236.
DOI: https://doi.org/10.1016/j.nmd.2017.06.507

Faisal, A. Aldo:
Computer science: Visionary of virtual reality.
In: Nature. Vol. 551 (2017) Issue 7680 . - pp. 298-299.
DOI: https://doi.org/10.1038/551298a

Kotti, Margarita ; Duffell, Lynsey D. ; Faisal, A. Aldo ; McGregor, Alison H.:
Detecting knee osteoarthritis and its discriminating parameters using random forests.
In: Medical Engineering & Physics. Vol. 43 (2017) . - pp. 19-29.
DOI: https://doi.org/10.1016/j.medengphy.2017.02.004

Xiloyannis, Michele ; Gavriel, Constantinos ; Thomik, Andreas A. C. ; Faisal, A. Aldo:
Gaussian Process Autoregression for Simultaneous Proportional Multi-Modal Prosthetic Control With Natural Hand Kinematics.
In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. Vol. 25 (2017) Issue 10 . - pp. 1785-1801.
DOI: https://doi.org/10.1109/TNSRE.2017.2699598

Makin, Tamar R. ; de Vignemont, Frederique ; Faisal, A. Aldo:
Neurocognitive barriers to the embodiment of technology.
In: Nature Biomedical Engineering. Vol. 1 (2017) Issue 1 . - 0014.
DOI: https://doi.org/10.1038/s41551-016-0014

NEUROTECHNIX 2017 : Proceedings of the 5th International Congress on Neurotechnology, Electronics and Informatics.
ed.: Pedotti, Antonio ; Azevedo, Luis ; Faisal, A. Aldo
Setúbal : SCITEPRESS , 2017 . - X, 81 p.

Maimon-Mor, Roni O. ; Fernandez-Quesada, Jorge ; Zito, Giuseppe A. ; Konnaris, Charalambos ; Dziemian, Sabine ; Faisal, A. Aldo:
Towards free 3D end-point control for robotic-assisted human reaching using binocular eye tracking.
In: 2017 International Conference on Rehabilitation Robotics (ICORR). - Piscataway, NJ : IEEE, 2017 . - pp. 1049-1054
DOI: https://doi.org/10.1109/ICORR.2017.8009388

Noronha, Bernardo ; Dziemian, Sabine ; Zito, Giuseppe A. ; Konnaris, Charalambos ; Faisal, A. Aldo:
“Wink to grasp” - comparing eye, voice & EMG gesture control of grasp with soft-robotic gloves.
In: 2017 International Conference on Rehabilitation Robotics (ICORR). - Piscataway, NJ : IEEE, 2017 . - pp. 1043-1048
DOI: https://doi.org/10.1109/ICORR.2017.8009387

2016

Bergsma, Arjen ; Lobo-Prat, Joan ; Vroom, Elizabeth ; Furlong, Pat ; Herder, Just L. ; Bergsma, Arjen ; Corrigan, Madeline ; de Groot, Imelda ; Faisal, A. Aldo ; Furlong, Pat ; Goemans, Nathalie ; Han, Jay ; Herder, Just ; Iodice, Mario ; Kennedy, Annie ; Koopman, Bart ; Lobo Prat, Joan ; Main, Marion ; Mathie, Blake ; Muntoni, Francesco ; Castro, Miguel Nobre ; Paalman, Micha ; Porter, John ; Rahman, Tariq ; Schneider, Joel ; Stienen, Arno ; Verstegen, Paul ; Vroom, Elizabeth ; Walsh, Conor:
1st Workshop on Upper-Extremity Assistive Technology for People with Duchenne : State of the art, emerging avenues, and challenges ; April 27th 2015, London, United Kingdom.
In: Neuromuscular Disorders. Vol. 26 (2016) Issue 6 . - pp. 386-393.
DOI: https://doi.org/10.1016/j.nmd.2016.04.005

Tostado, Pablo M. ; Abbott, William W. ; Faisal, A. Aldo:
3D gaze cursor : Continuous calibration and end-point grasp control of robotic actuators.
In: 2016 IEEE International Conference on Robotics and Automation (ICRA). - Piscataway, NJ : IEEE, 2016 . - pp. 3295-3300
DOI: https://doi.org/10.1109/ICRA.2016.7487502

Faisal, A. Aldo:
Action Grammars : Extraction, recognition and prediction of movement primitives in tool-making.
In: American Journal of Physical Anthropology. Vol. 159 (2016) Issue S62 . - p. 141.
DOI: https://doi.org/10.1002/ajpa.22955

Lorenz, Romy ; Monti, Ricardo Pio ; Violante, Inês R. ; Anagnostopoulos, Christoforos ; Faisal, A. Aldo ; Montana, Giovanni ; Leech, Robert:
The Automatic Neuroscientist : A framework for optimizing experimental design with closed-loop real-time fMRI.
In: NeuroImage. Vol. 129 (2016) . - pp. 320-334.
DOI: https://doi.org/10.1016/j.neuroimage.2016.01.032

Konnaris, Charalambos ; Gavriel, Constantinos ; Thomik, Andreas A. C. ; Faisal, A. Aldo:
EthoHand : A dexterous robotic hand with ball-joint thumb enables complex in-hand object manipulation.
In: 6th IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob). - Piscataway, NJ : IEEE, 2016 . - pp. 1154-1159
DOI: https://doi.org/10.1109/BIOROB.2016.7523787

Rodríguez, M. ; Sylaidi, A. ; Faisal, A. Aldo:
An fMRI-Compatible System for 3DOF Motion Tracking of Objects in Haptic Motor Control Studies.
In: Londral, Ana Rita ; Encarnação, Pedro (ed.): Advances in Neurotechnology, Electronics and Informatics : NEUROTECHNIX 2014. - Cham : Springer, 2016 . - pp. 115-123 . - (Biosystems & Biorobotics ; 12 )
DOI: https://doi.org/10.1007/978-3-319-26242-0_8

Faisal, A. Aldo ; Neishabouri, Ali:
Fundamental Constraints on the Evolution of Neurons.
In: Shepherd, Stephen V. (ed.): The Wiley Handbook of Evolutionary Neuroscience. - Chichester : Wiley Blackwell, 2016 . - pp. 153-172
DOI: https://doi.org/10.1002/9781118316757.ch7

Dziemian, Sabine ; Abbott, William W. ; Faisal, A. Aldo:
Gaze-based teleprosthetic enables intuitive continuous control of complex robot arm use : Writing & drawing.
In: 6th IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob). - Piscataway, NJ : IEEE, 2016 . - pp. 1277-1282
DOI: https://doi.org/10.1109/BIOROB.2016.7523807

Faisal, A. Aldo ; Krebs, Hermano Igo ; Pedotti, Antonio:
Hands on neurotechnology.
In: Krebs, Hermano Igo ; Pedotti, Antonio ; Faisal, A. Aldo (ed.): NEUROTECHNIX 2016 : Proceedings of the 4th International Congress on Neurotechnology, Electronics and Informatics. - Setúbal : SCITEPRESS, 2016

Behbahani, Feryal M. P. ; Singla–Buxarrais, Guillem ; Faisal, A. Aldo:
Haptic SLAM : An Ideal Observer Model for Bayesian Inference of Object Shape and Hand Pose from Contact Dynamics.
In: Bello, Fernando ; Kajimoto, Hiroyuki ; Visell, Yon (ed.): Haptics : Perception, Devices, Control, and Applications ; Proceedings. Part 1. - Cham : Springer, 2016 . - pp. 146-157 . - (Lecture Notes in Computer Science ; 9774 )
DOI: https://doi.org/10.1007/978-3-319-42321-0_14

Corrales-Carvajal, Verónica María ; Faisal, A. Aldo ; Ribeiro, Carlos:
Internal states drive nutrient homeostasis by modulating exploration-exploitation trade-off.
In: eLife. Vol. 5 (2016) . - e19920.
DOI: https://doi.org/10.7554/eLife.19920

NEUROTECHNIX 2016 : Proceedings of the 4th International Congress on Neurotechnology, Electronics and Informatics.
ed.: Krebs, Hermano Igo ; Pedotti, Antonio ; Faisal, A. Aldo
Setúbal : SCITEPRESS , 2016 . - X, 65 p.

Konnaris, Charalambos ; Thomik, Andreas A. C. ; Faisal, A. Aldo:
Sparse Eigenmotions derived from daily life kinematics implemented on a dextrous robotic hand.
In: 6th IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob). - Piscataway, NJ : IEEE, 2016 . - pp. 1358-1363
DOI: https://doi.org/10.1109/BIOROB.2016.7523821

Lourenço, P. Rente ; Abbott, W. W. ; Faisal, A. Aldo:
Supervised EEG Ocular Artefact Correction Through Eye-Tracking.
In: Londral, Ana Rita ; Encarnação, Pedro (ed.): Advances in Neurotechnology, Electronics and Informatics : NEUROTECHNIX 2014. - Cham : Springer, 2016 . - pp. 99-113 . - (Biosystems & Biorobotics ; 12 )
DOI: https://doi.org/10.1007/978-3-319-26242-0_7

Lorenz, Romy ; Monti, Ricardo P. ; Hampshire, Adam ; Koush, Yury ; Anagnostopoulos, Christoforos ; Faisal, A. Aldo ; Sharp, David ; Montana, Giovanni ; Leech, Robert ; Violante, Ines R.:
Towards tailoring non-invasive brain stimulation using real-time fMRI and Bayesian optimization.
In: 6th International Workshop on Pattern Recognition in Neuroimaging (PRNI). - Piscataway, NJ : IEEE, 2016 . - 4 S.
DOI: https://doi.org/10.1109/PRNI.2016.7552338

2015

Brain Informatics and Health : 8th International Conference, BIH 2015, London, UK ; Proceedings.
ed.: Guo, Yike ; Friston, Karl ; Faisal, A. Aldo ; Hill, Sean ; Peng, Hanchuan
Cham : Springer , 2015 . - XV, 459 p. - (Lecture Notes in Computer Science ; 9250 )
DOI: https://doi.org/10.1007/978-3-319-23344-4

Ferrante, Andrea ; Gavriel, Constantinos ; Faisal, A. Aldo:
Data-efficient hand motor imagery decoding in EEG-BCI by using Morlet wavelets & Common Spatial Pattern algorithms.
In: 7th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. Band 2. - Piscataway, NJ : IEEE, 2015 . - pp. 948-951
DOI: https://doi.org/10.1109/NER.2015.7146782

Belić, Jovana J. ; Faisal, A. Aldo:
Decoding of human hand actions to handle missing limbs in neuroprosthetics.
In: Frontiers in Computational Neuroscience. Vol. 9 (2015) . - 27.
DOI: https://doi.org/10.3389/fncom.2015.00027

Xiloyannis, Michele ; Gavriel, Constantinos ; Thomik, Andreas A. C. ; Faisal, A. Aldo:
Dynamic forward prediction for prosthetic hand control by integration of EMG, MMG and kinematic signals.
In: 7th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. Band 2. - Piscataway, NJ : IEEE, 2015 . - pp. 611-614
DOI: https://doi.org/10.1109/NER.2015.7146697

Abbott, William W. ; Thomik, Andreas A. C. ; Faisal, A. Aldo:
Embodied salience for gaze analysis in ecologically valid environments.
In: Journal of Vision. Vol. 15 (2015) Issue 12 . - 366.
DOI: https://doi.org/10.1167/15.12.366

Sylaidi, Anastasia ; Lourenco, Pedro ; Nageshwaran, Sathiji ; Lin, Chin-Hsuan ; Rodriguez, Marisol ; Festenstein, Richard ; Faisal, A. Aldo:
f2MOVE : fMRI-compatible haptic object manipulation system for closed-loop motor control studies.
In: 7th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. Band 2. - Piscataway, NJ : IEEE, 2015 . - pp. 1104-1107
DOI: https://doi.org/10.1109/NER.2015.7146821

Xiloyannis, Michele ; Gavriel, Constantinos ; Thomik, Andreas A. C. ; Faisal, A. Aldo:
Gaussian Process Regression for accurate prediction of prosthetic limb movements from the natural kinematics of intact limbs.
In: 7th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. Band 2. - Piscataway, NJ : IEEE, 2015 . - pp. 659-662
DOI: https://doi.org/10.1109/NER.2015.7146709

Behbahani, Feryal M. P. ; Taunton, Ruth ; Thomik, Andreas A. C. ; Faisal, A. Aldo:
Haptic SLAM for context-aware robotic hand prosthetics : simultaneous inference of hand pose and object shape using particle filters.
In: 7th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. Band 2. - Piscataway, NJ : IEEE, 2015 . - pp. 719-722
DOI: https://doi.org/10.1109/NER.2015.7146724

Gavriel, Constantinos ; Thomik, Andreas A. C. ; Lourenço, Pedro Rente ; Nageshwaran, Sathiji ; Athanasopoulos, Stavros ; Sylaidi, Anastasia ; Festenstein, Richard ; Faisal, A. Aldo:
Kinematic body sensor networks and behaviourmetrics for objective efficacy measurements in neurodegenerative disease drug trials.
In: 2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN). - Piscataway, NJ : IEEE, 2015 . - pp. 1-6
DOI: https://doi.org/10.1109/BSN.2015.7299426

Dickens, Luke ; Caldas, Bernardo ; Schoenhense, Benedikt ; Stan, Guy-Bart ; Faisal, A. Aldo:
The Moveable Feast of Predictive Reward Discounting in Humans.
2015
Event: The 2nd Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2015) , 07.-10.06.2015 , Edmonton, Alberta, Canada.
(Conference item: Conference , Paper )

Guo, Yike ; Friston, Karl ; Faisal, A. Aldo ; Hill, Sean ; Peng, Hanchuan:
Preface.
In: Guo, Yike ; Friston, Karl ; Faisal, A. Aldo ; Hill, Sean ; Peng, Hanchuan (ed.): Brain Informatics and Health : 8th International Conference, BIH 2015, London, UK ; Proceedings. - Cham : Springer, 2015 . - V-VI . - (Lecture Notes in Computer Science ; 9250 )

Proceedings of the 3rd International Congress on Neurotechnology, Electronics and Informatics : NEUROTECHNIX 2015.
ed.: Faisal, A. Aldo ; Krebs, Hermano Igo ; Pedotti, Antonio
Setúbal : SCITEPRESS , 2015 . - XII, 147 p.

Lin, Chin-Hsuan ; Faisal, A. Aldo:
Robotic psychophysics system for assessment, diagnosis and rehabilitation of the neurological causes of falls in the elderly.
In: 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). - Piscataway, NJ : IEEE, 2015 . - pp. 3731-3734
DOI: https://doi.org/10.1109/EMBC.2015.7319204

Gavriel, Constantinos ; Parker, Kim H. ; Faisal, A. Aldo:
Smartphone as an ultra-low cost medical tricorder for real-time cardiological measurements via ballistocardiography.
In: 2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN). - Piscataway, NJ : IEEE, 2015 . - pp. 1-6
DOI: https://doi.org/10.1109/BSN.2015.7299425

Ferrante, Andrea ; Gavriel, Constantinos ; Faisal, A. Aldo:
Towards a brain-derived neurofeedback framework for unsupervised personalisation of Brain-Computer Interfaces.
In: 7th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. Band 1. - Piscataway, NJ : IEEE, 2015 . - pp. 162-165
DOI: https://doi.org/10.1109/NER.2015.7146585

Wu, Yufei ; Faisal, A. Aldo:
Towards an integrative spiking neuron model of motor control : from cortex & basal ganglia to muscles & sensory feedback.
In: 7th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. Band 1. - Piscataway, NJ : IEEE, 2015 . - pp. 378-381
DOI: https://doi.org/10.1109/NER.2015.7146638

Gavriel, Constantinos ; Thomik, Andreas A. C. ; Lourenço, Pedro Rente ; Nageshwaran, Sathiji ; Athanasopoulos, Stavros ; Sylaidi, Anastasia ; Festenstein, Richard ; Faisal, A. Aldo:
Towards neurobehavioral biomarkers for longitudinal monitoring of neurodegeneration with wearable body sensor networks.
In: 7th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. Band 1. - Piscataway, NJ : IEEE, 2015 . - pp. 348-351
DOI: https://doi.org/10.1109/NER.2015.7146631

Thomik, Andreas A. C. ; Fenske, Sonja ; Faisal, A. Aldo:
Towards sparse coding of natural movements for neuroprosthetics and brain-machine interfaces.
In: 7th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. Band 2. - Piscataway, NJ : IEEE, 2015 . - pp. 938-941
DOI: https://doi.org/10.1109/NER.2015.7146780

2014

Volltext
Ticchi, Alessandro ; Faisal, A. Aldo:
Bayes optimal spike adaptation predicts biophysical characteristics of neurons.
2014
Event: Computational and Systems Neuroscience , 27.02.-02.03.2014 , Salt Lake City, USA.
(Conference item: Conference , Paper )

2013

Ticchi, Alessandro ; Faisal, A. Aldo:
A Neural Circuit Model of Bayesian Inference via MCMC exploiting Neuronal Noise.
2013
Event: Society for Neuroscience Annual Meeting , 09.-13.11.2013 , San Diego, California, USA.
(Conference item: Conference , Paper )

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