Amir Aminifar

According to our database, Amir Aminifar authored at least 55 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Decentralized Federated Learning for Epileptic Seizures Detection in Low-Power Wearable Systems.

Saleh Baghersalimi, Tomás Teijeiro, Amir Aminifar, David Atienza

IEEE Trans. Mob. Comput., May, 2024

DP-ACT: Decentralized Privacy-Preserving Asymmetric Digital Contact Tracing.

Azra Abtahi, Mathias Payer, Amir Aminifar

Proc. Priv. Enhancing Technol., January, 2024

2023

M2D2: Maximum-Mean-Discrepancy Decoder for Temporal Localization of Epileptic Brain Activities.

Alireza Amirshahi, Anthony Hitchcock Thomas, Amir Aminifar, Tajana Rosing, David Atienza

IEEE J. Biomed. Health Informatics, 2023

Verification-Friendly Deep Neural Networks.

Anahita Baninajjar, Ahmed Rezine, Amir Aminifar

CoRR, 2023

Lightweight Machine Learning for Seizure Detection on Wearable Devices.

Baichuan Huang, Azra Abtahi, Amir Aminifar

Proceedings of the IEEE International Conference on Acoustics, 2023

SafeDeep: A Scalable Robustness Verification Framework for Deep Neural Networks.

Anahita Baninajjar, Kamran Hosseini, Ahmed Rezine, Amir Aminifar

Proceedings of the IEEE International Conference on Acoustics, 2023

Personalized Seizure Detection Using Spiking Neural Networks.

Xavante Erickson, Saeed Bastani, Amir Aminifar

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2023

EpilepsyNet: Interpretable Self-Supervised Seizure Detection for Low-Power Wearable Systems.

Baichuan Huang, Renato Zanetti, Azra Abtahi, David Atienza, Amir Aminifar

Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

2022

Personalized Real-Time Federated Learning for Epileptic Seizure Detection.

Saleh Baghersalimi, Tomás Teijeiro, David Atienza, Amir Aminifar

IEEE J. Biomed. Health Informatics, 2022

Real-Time EEG-Based Cognitive Workload Monitoring on Wearable Devices.

Renato Zanetti, Adriana Arza, Amir Aminifar, David Atienza

IEEE Trans. Biomed. Eng., 2022

A Self-Aware Epilepsy Monitoring System for Real-Time Epileptic Seizure Detection.

Farnaz Forooghifar, Amir Aminifar, Leila Cammoun, Ilona Wisniewski, Carolina Ciumas, Philippe Ryvlin, David Atienza

Mob. Networks Appl., 2022

Many-to-One Knowledge Distillation of Real-Time Epileptic Seizure Detection for Low-Power Wearable Internet of Things Systems.

Saleh Baghersalimi, Alireza Amirshahi, Farnaz Forooghifar, Tomás Teijeiro, Amir Aminifar, David Atienza

CoRR, 2022

2021

Real-Time Personalized Atrial Fibrillation Prediction on Multi-Core Wearable Sensors.

Elisabetta De Giovanni, Adriana Arza Valdés, Miguel Peón Quirós, Amir Aminifar, David Atienza

IEEE Trans. Emerg. Top. Comput., 2021

EpilepsyGAN: Synthetic Epileptic Brain Activities With Privacy Preservation.

Damián Pascual, Alireza Amirshahi, Amir Aminifar, David Atienza, Philippe Ryvlin, Roger Wattenhofer

IEEE Trans. Biomed. Eng., 2021

Breaking Silos to Guarantee Control Stability with Communication over Ethernet TSN.

Rouhollah Mahfouzi, Amir Aminifar, Soheil Samii, Ahmed Rezine, Petru Eles, Zebo Peng

IEEE Des. Test, 2021

Secure Cloud Control Using Verifiable Computation.

Rouhollah Mahfouzi, Amir Aminifar, Soheil Samii, Petru Eles, Zebo Peng

Proceedings of the 2021 IEEE International Conference on Omni-Layer Intelligent Systems, 2021

Self-Aware Anomaly-Detection for Epilepsy Monitoring on Low-Power Wearable Electrocardiographic Devices.

Farnaz Forooghifar, Amin Aminifar, Tomás Teijeiro, Amir Aminifar, Jesper Jeppesen, Sándor Beniczky, David Atienza

Proceedings of the 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2021

2020

Security-aware Routing and Scheduling for Control Applications on Ethernet TSN Networks.

Rouhollah Mahfouzi, Amir Aminifar, Soheil Samii, Petru Eles, Zebo Peng

ACM Trans. Design Autom. Electr. Syst., 2020

Event-Triggered Sensing for High-Quality and Low-Power Cardiovascular Monitoring Systems.

Grégoire Surrel, Tomás Teijeiro, Amir Aminifar, David Atienza, Matthieu Chevrier

IEEE Des. Test, 2020

Self-Aware Machine Learning for Multimodal Workload Monitoring during Manual Labor on Edge Wearable Sensors.

Giulio Masinelli, Farnaz Forooghifar, Adriana Arza, David Atienza, Amir Aminifar

IEEE Des. Test, 2020

Message from the Tutorial Co-Chairs.

Amir Aminifar, Shabbir Batterywala

Proceedings of the 33rd International Conference on VLSI Design and 19th International Conference on Embedded Systems, 2020

Noise-Resilient and Interpretable Epileptic Seizure Detection.

Anthony Hitchcock Thomas, Amir Aminifar, David Atienza

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Universal Adversarial Perturbations in Epileptic Seizure Detection.

Amir Aminifar

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Minimal Adversarial Perturbations in Mobile Health Applications: The Epileptic Brain Activity Case Study.

Amir Aminifar

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Robust Epileptic Seizure Detection on Wearable Systems with Reduced False-Alarm Rate.

Renato Zanetti, Amir Aminifar, David Atienza

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Resource-Aware Distributed Epilepsy Monitoring Using Self-Awareness From Edge to Cloud.

Farnaz Forooghifar, Amir Aminifar, David Atienza

IEEE Trans. Biomed. Circuits Syst., 2019

Synthetic Epileptic Brain Activities Using Generative Adversarial Networks.

Damian Pascual, Amir Aminifar, David Atienza, Philippe Ryvlin, Roger Wattenhofer

CoRR, 2019

Butterfly Attack: Adversarial Manipulation of Temporal Properties of Cyber-Physical Systems.

Rouhollah Mahfouzi, Amir Aminifar, Soheil Samii, Mathias Payer, Petru Eles, Zebo Peng

Proceedings of the IEEE Real-Time Systems Symposium, 2019

Multi-Modal Acute Stress Recognition Using Off-the-Shelf Wearable Devices.

Victoriano Montesinos, Fabio Dell'Agnola, Adriana Arza, Amir Aminifar, David Atienza

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

A Self-Learning Methodology for Epileptic Seizure Detection with Minimally-Supervised Edge Labeling.

Damian Pascual, Amir Aminifar, David Atienza

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

Tailoring SVM Inference for Resource-Efficient ECG-Based Epilepsy Monitors.

Lorenzo Ferretti, Giovanni Ansaloni, Laura Pozzi, Amir Aminifar, David Atienza, Leila Cammoun, Philippe Ryvlin

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

2018

Optimization of Message Encryption for Real-Time Applications in Embedded Systems.

Amir Aminifar, Petru Eles, Zebo Peng

IEEE Trans. Computers, 2018

Online Obstructive Sleep Apnea Detection on Medical Wearable Sensors.

Grégoire Surrel, Amir Aminifar, Francisco J. Rincón, Srinivasan Murali, David Atienza

IEEE Trans. Biomed. Circuits Syst., 2018

Real-Time Event-Driven Classification Technique for Early Detection and Prevention of Myocardial Infarction on Wearable Systems.

Dionisije Sopic, Amin Aminifar, Amir Aminifar, David Atienza

IEEE Trans. Biomed. Circuits Syst., 2018

Control-Quality-Driven Design of Embedded Control Systems with Stability Guarantees.

Amir Aminifar, Petru Eles, Zebo Peng, Anton Cervin, Karl-Erik Årzén

IEEE Des. Test, 2018

e-Glass: A Wearable System for Real-Time Detection of Epileptic Seizures.

Dionisije Sopic, Amir Aminifar, David Atienza

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Self-Aware Wearable Systems in Epileptic Seizure Detection.

Farnaz Forooghifar, Amir Aminifar, David Atienza Alonso

Proceedings of the 21st Euromicro Conference on Digital System Design, 2018

Stability-aware integrated routing and scheduling for control applications in Ethernet networks.

Rouhollah Mahfouzi, Amir Aminifar, Soheil Samii, Ahmed Rezine, Petru Eles, Zebo Peng

Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

2017

Anomalies in scheduling control applications and design complexity.

Amir Aminifar, Enrico Bini

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

A Hierarchical Cardiac Rhythm Classification Methodology Based on Electrocardiogram Fiducial Points.

Dionisije Sopic, Elisabetta De Giovanni, Amir Aminifar, David Atienza

Proceedings of the Computing in Cardiology, 2017

A Patient-Specific Methodology for Prediction of Paroxysmal Atrial Fibrillation Onset.

Elisabetta De Giovanni, Amir Aminifar, Adrian Luca, Sasan Yazdani, Jean-Marc Vesin, David Atienza

Proceedings of the Computing in Cardiology, 2017

Real-time classification technique for early detection and prevention of myocardial infarction on wearable devices.

Dionisije Sopic, Amin Aminifar, Amir Aminifar, David Atienza

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2017

2016

Analysis, Design, and Optimization of Embedded Control Systems.

Amir Aminifar

PhD thesis, 2016

Analysis and Design of Real-Time Servers for Control Applications.

Amir Aminifar, Enrico Bini, Petru Eles, Zebo Peng

IEEE Trans. Computers, 2016

Intrusion-Damage Assessment and Mitigation in Cyber-Physical Systems for Control Applications.

Rouhollah Mahfouzi, Amir Aminifar, Petru Eles, Zebo Peng, Mattias Villani

Proceedings of the 24th International Conference on Real-Time Networks and Systems, 2016

Self-triggered controllers, resource sharing, and hard guarantees.

Amir Aminifar

Proceedings of the Second International Conference on Event-based Control, 2016

Self-triggered controllers and hard real-time guarantees.

Amir Aminifar, Paulo Tabuada, Petru Eles, Zebo Peng

Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

2015

Jfair: a scheduling algorithm to stabilize control applications.

Amir Aminifar, Petru Eles, Zebo Peng

Proceedings of the 21st IEEE Real-Time and Embedded Technology and Applications Symposium, 2015

2014

Schedulability analysis of Ethernet AVB switches.

Unmesh D. Bordoloi, Amir Aminifar, Petru Eles, Zebo Peng

Proceedings of the 2014 IEEE 20th International Conference on Embedded and Real-Time Computing Systems and Applications, 2014

Bandwidth-efficient controller-server co-design with stability guarantees.

Amir Aminifar, Enrico Bini, Petru Eles, Zebo Peng

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

2013

Designing Bandwidth-Efficient Stabilizing Control Servers.

Amir Aminifar, Enrico Bini, Petru Eles, Zebo Peng

Proceedings of the IEEE 34th Real-Time Systems Symposium, 2013

Stability-aware analysis and design of embedded control systems.

Amir Aminifar, Petru Eles, Zebo Peng, Anton Cervin

Proceedings of the International Conference on Embedded Software, 2013

Control-quality driven design of cyber-physical systems with robustness guarantees.

Amir Aminifar, Petru Eles, Zebo Peng, Anton Cervin

Proceedings of the Design, Automation and Test in Europe, 2013

2012

Designing High-Quality Embedded Control Systems with Guaranteed Stability.

Amir Aminifar, Soheil Samii, Petru Eles, Zebo Peng, Anton Cervin

Proceedings of the 33rd IEEE Real-Time Systems Symposium, 2012

2011

Control-Quality Driven Task Mapping for Distributed Embedded Control Systems.

Amir Aminifar, Soheil Samii, Petru Eles, Zebo Peng

Proceedings of the 17th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2011