Amir Aminifar

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 49

Top Topics

Epileptic Seizures

Intelligent Mobile

Wearable Devices

Top Venues

Publications

Amin Aminifar, Matin Shokri, Amir Aminifar
Privacy-Preserving Edge Federated Learning for Intelligent Mobile-Health Systems. CoRR (2024)
Amin Aminifar, Matin Shokri, Amir Aminifar
Privacy-preserving edge federated learning for intelligent mobile-health systems. Future Gener. Comput. Syst. 161 (2024)
Azra Abtahi, Mathias Payer, Amir Aminifar
DP-ACT: Decentralized Privacy-Preserving Asymmetric Digital Contact Tracing. Proc. Priv. Enhancing Technol. 2024 (1) (2024)
Amin Aminifar, Baichuan Huang, Azra Abtahi, Amir Aminifar
Lightweight Inference for Forward-Forward Algorithm. CoRR (2024)
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) (2024)
Xavante Erickson, Saeed Bastani, Amir Aminifar
Personalized Seizure Detection Using Spiking Neural Networks. COINS (2023)
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) (2023)
Baichuan Huang, Renato Zanetti, Azra Abtahi, David Atienza, Amir Aminifar
EpilepsyNet: Interpretable Self-Supervised Seizure Detection for Low-Power Wearable Systems. AICAS (2023)
Anahita Baninajjar, Kamran Hosseini, Ahmed Rezine, Amir Aminifar
SafeDeep: A Scalable Robustness Verification Framework for Deep Neural Networks. ICASSP (2023)
Anahita Baninajjar, Ahmed Rezine, Amir Aminifar
Verification-Friendly Deep Neural Networks. CoRR (2023)
Baichuan Huang, Azra Abtahi, Amir Aminifar
Lightweight Machine Learning for Seizure Detection on Wearable Devices. ICASSP (2023)
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) (2022)
Saleh Baghersalimi, Tomás Teijeiro, David Atienza, Amir Aminifar
Personalized Real-Time Federated Learning for Epileptic Seizure Detection. IEEE J. Biomed. Health Informatics 26 (2) (2022)
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 (2022)
Renato Zanetti, Adriana Arza, Amir Aminifar, David Atienza
Real-Time EEG-Based Cognitive Workload Monitoring on Wearable Devices. IEEE Trans. Biomed. Eng. 69 (1) (2022)
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) (2021)
Rouhollah Mahfouzi, Amir Aminifar, Soheil Samii, Petru Eles, Zebo Peng
Secure Cloud Control Using Verifiable Computation. COINS (2021)
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) (2021)
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) (2021)
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)
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) (2020)
Renato Zanetti, Amir Aminifar, David Atienza
Robust Epileptic Seizure Detection on Wearable Systems with Reduced False-Alarm Rate. EMBC (2020)
Amir Aminifar
Universal Adversarial Perturbations in Epileptic Seizure Detection. IJCNN (2020)
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) (2020)
Amir Aminifar, Shabbir Batterywala
Message from the Tutorial Co-Chairs. VLSI Design (2020)
Amir Aminifar
Minimal Adversarial Perturbations in Mobile Health Applications: The Epileptic Brain Activity Case Study. ICASSP (2020)
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) (2020)
Anthony Hitchcock Thomas, Amir Aminifar, David Atienza
Noise-Resilient and Interpretable Epileptic Seizure Detection. ISCAS (2020)
Victoriano Montesinos, Fabio Dell'Agnola, Adriana Arza, Amir Aminifar, David Atienza
Multi-Modal Acute Stress Recognition Using Off-the-Shelf Wearable Devices. EMBC (2019)
Damian Pascual, Amir Aminifar, David Atienza
A Self-Learning Methodology for Epileptic Seizure Detection with Minimally-Supervised Edge Labeling. DATE (2019)
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) (2019)
Damian Pascual, Amir Aminifar, David Atienza, Philippe Ryvlin, Roger Wattenhofer
Synthetic Epileptic Brain Activities Using Generative Adversarial Networks. CoRR (2019)
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)
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)
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) (2018)
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) (2018)
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)
Farnaz Forooghifar, Amir Aminifar, David Atienza Alonso
Self-Aware Wearable Systems in Epileptic Seizure Detection. DSD (2018)
Dionisije Sopic, Amir Aminifar, David Atienza
e-Glass: A Wearable System for Real-Time Detection of Epileptic Seizures. ISCAS (2018)
Amir Aminifar, Petru Eles, Zebo Peng
Optimization of Message Encryption for Real-Time Applications in Embedded Systems. IEEE Trans. Computers 67 (5) (2018)
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) (2018)
Dionisije Sopic, Elisabetta De Giovanni, Amir Aminifar, David Atienza
A Hierarchical Cardiac Rhythm Classification Methodology Based on Electrocardiogram Fiducial Points. CinC (2017)
Amir Aminifar, Enrico Bini
Anomalies in scheduling control applications and design complexity. DATE (2017)
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)
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)
Rouhollah Mahfouzi, Amir Aminifar, Petru Eles, Zebo Peng, Mattias Villani
Intrusion-Damage Assessment and Mitigation in Cyber-Physical Systems for Control Applications. RTNS (2016)
Amir Aminifar, Paulo Tabuada, Petru Eles, Zebo Peng
Self-triggered controllers and hard real-time guarantees. DATE (2016)
Amir Aminifar, Enrico Bini, Petru Eles, Zebo Peng
Analysis and Design of Real-Time Servers for Control Applications. IEEE Trans. Computers 65 (3) (2016)
Amir Aminifar
Self-triggered controllers, resource sharing, and hard guarantees. EBCCSP (2016)
Amir Aminifar, Petru Eles, Zebo Peng
Jfair: a scheduling algorithm to stabilize control applications. RTAS (2015)
Unmesh D. Bordoloi, Amir Aminifar, Petru Eles, Zebo Peng
Schedulability analysis of Ethernet AVB switches. RTCSA (2014)
Amir Aminifar, Enrico Bini, Petru Eles, Zebo Peng
Bandwidth-efficient controller-server co-design with stability guarantees. DATE (2014)
Amir Aminifar, Enrico Bini, Petru Eles, Zebo Peng
Designing Bandwidth-Efficient Stabilizing Control Servers. RTSS (2013)
Amir Aminifar, Petru Eles, Zebo Peng, Anton Cervin
Stability-aware analysis and design of embedded control systems. EMSOFT (2013)
Amir Aminifar, Petru Eles, Zebo Peng, Anton Cervin
Control-quality driven design of cyber-physical systems with robustness guarantees. DATE (2013)
Amir Aminifar, Soheil Samii, Petru Eles, Zebo Peng, Anton Cervin
Designing High-Quality Embedded Control Systems with Guaranteed Stability. RTSS (2012)
Amir Aminifar, Soheil Samii, Petru Eles, Zebo Peng
Control-Quality Driven Task Mapping for Distributed Embedded Control Systems. RTCSA (1) (2011)