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2020 – today
- 2024
[j20]Amin Aminifar, Matin Shokri, Amir Aminifar:
Privacy-preserving edge federated learning for intelligent mobile-health systems. Future Gener. Comput. Syst. 161: 625-637 (2024)- [j19]Azra Abtahi, Mathias Payer, Amir Aminifar:
DP-ACT: Decentralized Privacy-Preserving Asymmetric Digital Contact Tracing. Proc. Priv. Enhancing Technol. 2024(1): 330-342 (2024) - [j18]Saleh Baghersalimi
, Alireza Amirshahi, Farnaz Forooghifar, Tomás Teijeiro, Amir Aminifar, David Atienza:
M2SKD: Multi-to-Single Knowledge Distillation of Real-Time Epileptic Seizure Detection for Low-Power Wearable Systems. ACM Trans. Intell. Syst. Technol. 15(5): 102:1-102:31 (2024) - [j17]Saleh Baghersalimi, Tomás Teijeiro, Amir Aminifar, David Atienza:
Decentralized Federated Learning for Epileptic Seizures Detection in Low-Power Wearable Systems. IEEE Trans. Mob. Comput. 23(5): 6392-6407 (2024) - [c35]Amin Aminifar, Baichuan Huang, Azra Abtahi, Amir Aminifar:
LightFF: Lightweight Inference for Forward-Forward Algorithm. ECAI 2024: 1728-1735 - [c34]Anahita Baninajjar, Ahmed Rezine, Amir Aminifar:
VNN: Verification-Friendly Neural Networks with Hard Robustness Guarantees. ICML 2024 - [i7]Amin Aminifar, Baichuan Huang, Azra Abtahi, Amir Aminifar:
Lightweight Inference for Forward-Forward Algorithm. CoRR abs/2404.05241 (2024) - [i6]Amin Aminifar, Matin Shokri, Amir Aminifar:
Privacy-Preserving Edge Federated Learning for Intelligent Mobile-Health Systems. CoRR abs/2405.05611 (2024) - [i5]Alireza Amirshahi, Maedeh H. Toosi, Siamak Mohammadi, Stefano Albini, Pasquale Davide Schiavone, Giovanni Ansaloni, Amir Aminifar, David Atienza:
MetaWearS: A Shortcut in Wearable Systems Lifecycle with Only a Few Shots. CoRR abs/2408.01988 (2024) - [i4]Anahita Baninajjar, Kamran Hosseini, Ahmed Rezine, Amir Aminifar:
Verified Relative Safety Margins for Neural Network Twins. CoRR abs/2409.16726 (2024) - 2023
- [j16]Alireza Amirshahi, Anthony Hitchcock Thomas, Amir Aminifar, Tajana Rosing, David Atienza:
M2D2: Maximum-Mean-Discrepancy Decoder for Temporal Localization of Epileptic Brain Activities. IEEE J. Biomed. Health Informatics 27(1): 202-214 (2023) - [c33]Baichuan Huang, Renato Zanetti, Azra Abtahi, David Atienza, Amir Aminifar:
EpilepsyNet: Interpretable Self-Supervised Seizure Detection for Low-Power Wearable Systems. AICAS 2023: 1-5 - [c32]Xavante Erickson, Saeed Bastani, Amir Aminifar:
Personalized Seizure Detection Using Spiking Neural Networks. COINS 2023: 1-6 - [c31]Anahita Baninajjar, Kamran Hosseini, Ahmed Rezine, Amir Aminifar:
SafeDeep: A Scalable Robustness Verification Framework for Deep Neural Networks. ICASSP 2023: 1-5 - [c30]Baichuan Huang, Azra Abtahi, Amir Aminifar:
Lightweight Machine Learning for Seizure Detection on Wearable Devices. ICASSP 2023: 1-2 - [i3]Anahita Baninajjar, Ahmed Rezine, Amir Aminifar:
Verification-Friendly Deep Neural Networks. CoRR abs/2312.09748 (2023) - 2022
- [j15]Farnaz Forooghifar, Amir Aminifar, Leila Cammoun, Ilona Wisniewski, Carolina Ciumas, Philippe Ryvlin, David Atienza:
A Self-Aware Epilepsy Monitoring System for Real-Time Epileptic Seizure Detection. Mob. Networks Appl. 27(2): 677-690 (2022) - [j14]Renato Zanetti, Adriana Arza, Amir Aminifar, David Atienza:
Real-Time EEG-Based Cognitive Workload Monitoring on Wearable Devices. IEEE Trans. Biomed. Eng. 69(1): 265-277 (2022) - [j13]Saleh Baghersalimi, Tomás Teijeiro, David Atienza, Amir Aminifar:
Personalized Real-Time Federated Learning for Epileptic Seizure Detection. IEEE J. Biomed. Health Informatics 26(2): 898-909 (2022) - [i2]Saleh Baghersalimi, Alireza Amirshahi, Farnaz Forooghifar, Tomás Teijeiro, Amir Aminifar, David Atienza:
Many-to-One Knowledge Distillation of Real-Time Epileptic Seizure Detection for Low-Power Wearable Internet of Things Systems. CoRR abs/2208.00885 (2022) - 2021
- [j12]Rouhollah Mahfouzi, Amir Aminifar, Soheil Samii, Ahmed Rezine, Petru Eles, Zebo Peng:
Breaking Silos to Guarantee Control Stability with Communication over Ethernet TSN. IEEE Des. Test 38(5): 48-56 (2021) - [j11]Damián Pascual, Alireza Amirshahi, Amir Aminifar, David Atienza, Philippe Ryvlin, Roger Wattenhofer:
EpilepsyGAN: Synthetic Epileptic Brain Activities With Privacy Preservation. IEEE Trans. Biomed. Eng. 68(8): 2435-2446 (2021) - [j10]Elisabetta De Giovanni, Adriana Arza Valdés, Miguel Peón Quirós, Amir Aminifar, David Atienza:
Real-Time Personalized Atrial Fibrillation Prediction on Multi-Core Wearable Sensors. IEEE Trans. Emerg. Top. Comput. 9(4): 1654-1666 (2021) - [c29]Farnaz Forooghifar, Amin Aminifar, Tomás Teijeiro, Amir Aminifar, Jesper Jeppesen, Sándor Beniczky, David Atienza:
Self-Aware Anomaly-Detection for Epilepsy Monitoring on Low-Power Wearable Electrocardiographic Devices. AICAS 2021: 1-4 - [c28]Rouhollah Mahfouzi, Amir Aminifar, Soheil Samii, Petru Eles, Zebo Peng:
Secure Cloud Control Using Verifiable Computation. COINS 2021: 1-6 - 2020
- [j9]Giulio Masinelli, Farnaz Forooghifar, Adriana Arza, David Atienza, Amir Aminifar:
Self-Aware Machine Learning for Multimodal Workload Monitoring during Manual Labor on Edge Wearable Sensors. IEEE Des. Test 37(5): 58-66 (2020) - [j8]Grégoire Surrel, Tomás Teijeiro, Amir Aminifar, David Atienza, Matthieu Chevrier:
Event-Triggered Sensing for High-Quality and Low-Power Cardiovascular Monitoring Systems. IEEE Des. Test 37(5): 85-93 (2020) - [j7]Rouhollah Mahfouzi, Amir Aminifar, Soheil Samii, Petru Eles, Zebo Peng:
Security-aware Routing and Scheduling for Control Applications on Ethernet TSN Networks. ACM Trans. Design Autom. Electr. Syst. 25(1): 1:1-1:26 (2020) - [c27]Renato Zanetti, Amir Aminifar, David Atienza:
Robust Epileptic Seizure Detection on Wearable Systems with Reduced False-Alarm Rate. EMBC 2020: 4248-4251 - [c26]Amir Aminifar:
Minimal Adversarial Perturbations in Mobile Health Applications: The Epileptic Brain Activity Case Study. ICASSP 2020: 1205-1209 - [c25]Amir Aminifar:
Universal Adversarial Perturbations in Epileptic Seizure Detection. IJCNN 2020: 1-6 - [c24]Anthony Hitchcock Thomas, Amir Aminifar, David Atienza:
Noise-Resilient and Interpretable Epileptic Seizure Detection. ISCAS 2020: 1-5 - [c23]Amir Aminifar, Shabbir Batterywala:
Message from the Tutorial Co-Chairs. VLSID 2020: i
2010 – 2019
- 2019
- [j6]Farnaz Forooghifar, Amir Aminifar, David Atienza:
Resource-Aware Distributed Epilepsy Monitoring Using Self-Awareness From Edge to Cloud. IEEE Trans. Biomed. Circuits Syst. 13(6): 1338-1350 (2019) - [c22]Damian Pascual, Amir Aminifar, David Atienza:
A Self-Learning Methodology for Epileptic Seizure Detection with Minimally-Supervised Edge Labeling. DATE 2019: 764-769 - [c21]Lorenzo Ferretti, Giovanni Ansaloni, Laura Pozzi, Amir Aminifar, David Atienza, Leila Cammoun, Philippe Ryvlin:
Tailoring SVM Inference for Resource-Efficient ECG-Based Epilepsy Monitors. DATE 2019: 948-951 - [c20]Victoriano Montesinos, Fabio Dell'Agnola, Adriana Arza, Amir Aminifar, David Atienza:
Multi-Modal Acute Stress Recognition Using Off-the-Shelf Wearable Devices. EMBC 2019: 2196-2201 - [c19]Rouhollah Mahfouzi, Amir Aminifar, Soheil Samii, Mathias Payer, Petru Eles, Zebo Peng:
Butterfly Attack: Adversarial Manipulation of Temporal Properties of Cyber-Physical Systems. RTSS 2019: 93-106 - [i1]Damian Pascual, Amir Aminifar, David Atienza, Philippe Ryvlin, Roger Wattenhofer:
Synthetic Epileptic Brain Activities Using Generative Adversarial Networks. CoRR abs/1907.10518 (2019) - 2018
- [j5]Amir Aminifar, Petru Eles, Zebo Peng, Anton Cervin, Karl-Erik Årzén:
Control-Quality-Driven Design of Embedded Control Systems with Stability Guarantees. IEEE Des. Test 35(4): 38-46 (2018) - [j4]Grégoire Surrel, Amir Aminifar, Francisco J. Rincón, Srinivasan Murali, David Atienza:
Online Obstructive Sleep Apnea Detection on Medical Wearable Sensors. IEEE Trans. Biomed. Circuits Syst. 12(4): 762-773 (2018) - [j3]Dionisije Sopic, Amin Aminifar, Amir Aminifar, David Atienza:
Real-Time Event-Driven Classification Technique for Early Detection and Prevention of Myocardial Infarction on Wearable Systems. IEEE Trans. Biomed. Circuits Syst. 12(5): 982-992 (2018) - [j2]Amir Aminifar, Petru Eles, Zebo Peng:
Optimization of Message Encryption for Real-Time Applications in Embedded Systems. IEEE Trans. Computers 67(5): 748-754 (2018) - [c18]Rouhollah Mahfouzi, Amir Aminifar, Soheil Samii, Ahmed Rezine, Petru Eles, Zebo Peng:
Stability-aware integrated routing and scheduling for control applications in Ethernet networks. DATE 2018: 682-687 - [c17]Farnaz Forooghifar, Amir Aminifar, David Atienza Alonso:
Self-Aware Wearable Systems in Epileptic Seizure Detection. DSD 2018: 426-432 - [c16]Dionisije Sopic, Amir Aminifar, David Atienza:
e-Glass: A Wearable System for Real-Time Detection of Epileptic Seizures. ISCAS 2018: 1-5 - 2017
- [c15]Dionisije Sopic, Amin Aminifar, Amir Aminifar, David Atienza:
Real-time classification technique for early detection and prevention of myocardial infarction on wearable devices. BioCAS 2017: 1-4 - [c14]Elisabetta De Giovanni, Amir Aminifar, Adrian Luca, Sasan Yazdani, Jean-Marc Vesin, David Atienza:
A Patient-Specific Methodology for Prediction of Paroxysmal Atrial Fibrillation Onset. CinC 2017 - [c13]Dionisije Sopic, Elisabetta De Giovanni, Amir Aminifar, David Atienza:
A Hierarchical Cardiac Rhythm Classification Methodology Based on Electrocardiogram Fiducial Points. CinC 2017 - [c12]Amir Aminifar, Enrico Bini:
Anomalies in scheduling control applications and design complexity. DATE 2017: 1607-1610 - 2016
- [b1]Amir Aminifar:
Analysis, Design, and Optimization of Embedded Control Systems. Linköping University, Sweden, 2016 - [j1]Amir Aminifar, Enrico Bini, Petru Eles, Zebo Peng:
Analysis and Design of Real-Time Servers for Control Applications. IEEE Trans. Computers 65(3): 834-846 (2016) - [c11]Amir Aminifar, Paulo Tabuada, Petru Eles, Zebo Peng:
Self-triggered controllers and hard real-time guarantees. DATE 2016: 636-641 - [c10]Amir Aminifar:
Self-triggered controllers, resource sharing, and hard guarantees. EBCCSP 2016: 1-7 - [c9]Rouhollah Mahfouzi, Amir Aminifar, Petru Eles, Zebo Peng, Mattias Villani:
Intrusion-Damage Assessment and Mitigation in Cyber-Physical Systems for Control Applications. RTNS 2016: 141-150 - 2015
- [c8]Amir Aminifar, Petru Eles, Zebo Peng:
Jfair: a scheduling algorithm to stabilize control applications. RTAS 2015: 63-72 - 2014
- [c7]Amir Aminifar, Enrico Bini, Petru Eles, Zebo Peng:
Bandwidth-efficient controller-server co-design with stability guarantees. DATE 2014: 1-6 - [c6]Unmesh D. Bordoloi, Amir Aminifar, Petru Eles, Zebo Peng:
Schedulability analysis of Ethernet AVB switches. RTCSA 2014: 1-10 - 2013
- [c5]Amir Aminifar, Petru Eles, Zebo Peng, Anton Cervin:
Control-quality driven design of cyber-physical systems with robustness guarantees. DATE 2013: 1093-1098 - [c4]Amir Aminifar, Petru Eles, Zebo Peng, Anton Cervin:
Stability-aware analysis and design of embedded control systems. EMSOFT 2013: 23:1-23:10 - [c3]Amir Aminifar, Enrico Bini, Petru Eles, Zebo Peng:
Designing Bandwidth-Efficient Stabilizing Control Servers. RTSS 2013: 298-307 - 2012
- [c2]Amir Aminifar, Soheil Samii, Petru Eles, Zebo Peng, Anton Cervin:
Designing High-Quality Embedded Control Systems with Guaranteed Stability. RTSS 2012: 283-292 - 2011
- [c1]Amir Aminifar, Soheil Samii, Petru Eles, Zebo Peng:
Control-Quality Driven Task Mapping for Distributed Embedded Control Systems. RTCSA (1) 2011: 133-142
Coauthor Index
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