Articles with public access mandates - Amir AminifarLearn more
Not available anywhere: 1
Personalized Seizure Detection Using Spiking Neural Networks
X Erickson, S Bastani, A Aminifar
2023 IEEE International Conference on Omni-layer Intelligent Systems (COINS …, 2023
Mandates: Swedish Research Council
Available somewhere: 34
M2SKD: Multi-to-Single Knowledge Distillation of Real-Time Epileptic Seizure Detection for Low-Power Wearable Systems
S Baghersalimi, A Amirshahi, F Forooghifar, T Teijeiro, A AMINIFAR, ...
ACM Transactions on Intelligent Systems and Technology, 2024
Mandates: Knut and Alice Wallenberg Foundation
FETCH: A Fast and Efficient Technique for Channel Selection in EEG Wearable Systems
A Amirshahi, J Dan, J Miranda, A Aminifar, D Atienza
Conference on Health, Inference, and Learning (CHIL), Proceedings of Machine …, 2024
Mandates: Swiss National Science Foundation, Knut and Alice Wallenberg Foundation
DP-ACT: Decentralized Privacy-Preserving Asymmetric Digital Contact Tracing
A Abtahi, M Payer, A Aminifar
Proceedings on Privacy Enhancing Technologies, 2024
Mandates: Swedish Research Council
Decentralized Federated Learning for Epileptic Seizures Detection in Low-Power Wearable Systems
S Baghersalimi, A Amirshahi, T Teijeiro, A Aminifar, D Atienza Alonso
IEEE Transactions on Mobile Computing, 2024
Mandates: Swiss National Science Foundation, Knut and Alice Wallenberg Foundation
Personalized seizure signature: An interpretable approach to false alarm reduction for long‐term epileptic seizure detection
D Sopic, T Teijeiro, D Atienza, A Aminifar, P Ryvlin
Epilepsia 64, S23-S33, 2023
Mandates: Swiss National Science Foundation, Knut and Alice Wallenberg Foundation …
SafeDeep: A Scalable Robustness Verification Framework for Deep Neural Networks
A Baninajjar, K Hosseini, A Rezine, A Aminifar
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
Mandates: Knut and Alice Wallenberg Foundation
Lightweight machine learning for seizure detection on wearable devices
B Huang, A Abtahi, A Aminifar
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
Mandates: Swedish Research Council
Layer-Wise Learning Framework for Efficient DNN Deployment in Biomedical Wearable Systems
S Baghersalimi, A Amirshahi, T Teijeiro, A Aminifar, D Atienza Alonso
IEEE International Conference on Body Sensor Networks: Sensors and Systems …, 2023
Mandates: Knut and Alice Wallenberg Foundation
EpilepsyNet: Interpretable Self-Supervised Seizure Detection for Low-Power Wearable Systems
B Huang, R Zanetti, A Abtahi, D Atienza, A Aminifar
IEEE International Conference on Artificial Intelligence Circuits and …, 2023
Mandates: Swiss National Science Foundation, Swedish Research Council, European Commission
M2D2: Maximum-Mean-Discrepancy Decoder for Temporal Localization of Epileptic Brain Activities
A Amirshahi, A Thomas, A Aminifar, T Rosing, D Atienza
IEEE Journal of Biomedical and Health Informatics 27 (1), 202-214, 2022
Mandates: US National Science Foundation, Swiss National Science Foundation, US …
Intelligent edge biomedical sensors in the internet of things (IoT) era
E De Giovanni, F Forooghifar, G Surrel, T Teijeiro, M Peon, A Aminifar, ...
Emerging Computing: From Devices to Systems: Looking Beyond Moore and Von …, 2022
Mandates: Swiss National Science Foundation, European Commission
Personalized real-time federated learning for epileptic seizure detection
S Baghersalimi, T Teijeiro, D Atienza, A Aminifar
IEEE journal of biomedical and health informatics 26 (2), 898-909, 2022
Mandates: Swiss National Science Foundation, Knut and Alice Wallenberg Foundation …
Real-time EEG-based cognitive workload monitoring on wearable devices
R Zanetti, A Arza, A Aminifar, D Atienza
IEEE transactions on biomedical engineering 69 (1), 265-277, 2021
Mandates: Swiss National Science Foundation, US Department of Defense, Knut and Alice …
Self-aware anomaly-detection for epilepsy monitoring on low-power wearable electrocardiographic devices
F Forooghifar, A Aminifar, T Teijeiro, A Aminifar, J Jeppesen, S Beniczky, ...
2021 IEEE 3rd International Conference on Artificial Intelligence Circuits …, 2021
Mandates: US National Science Foundation, Swiss National Science Foundation, Knut and …
EpilepsyGAN: Synthetic Epileptic Brain Activities with Privacy Preservation
D Pascual, A Amirshahi, A Aminifar, D Atienza, P Ryvlin, R Wattenhofer
IEEE Transactions on Biomedical Engineering (TBME), 2020
Mandates: US National Science Foundation, Swiss National Science Foundation, Knut and …
Real-time personalized atrial fibrillation prediction on multi-core wearable sensors
E De Giovanni, AA Valdes, M Peon-Quiros, A Aminifar, D Atienza
IEEE Transactions on Emerging Topics in Computing 9 (4), 1654-1666, 2020
Mandates: Swiss National Science Foundation, US Department of Defense
Universal Adversarial Perturbations in Epileptic Seizure Detection
A Aminifar
IEEE International Joint Conference on Neural Networks (IJCNN), 2020
Mandates: Swiss National Science Foundation
Minimal Adversarial Perturbations in Mobile Health Applications: The Epileptic Brain Activity Case Study
A Aminifar
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2020
Mandates: Swiss National Science Foundation
Noise-Resilient and Interpretable Epileptic Seizure Detection
AH Thomas, A Aminifar, D Atienza
IEEE International Symposium on Circuits and Systems (ISCAS), 2020
Mandates: Swiss National Science Foundation
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