Alireza Amirshahi

22 papers A 1B 1Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — —
Enabling Deep Learning Models for Seizure Monitoring within Wearables Lifecycle.
Alireza Amirshahi
2024 — conf
Accelerator-Driven Data Arrangement to Minimize Transformers Run-Time on Multi-Core Architectures.
PARMA-DITAM
Alireza Amirshahi, Giovanni Ansaloni, David Atienza
2024 — conf
FETCH: A Fast and Efficient Technique for Channel Selection in EEG Wearable Systems.
CHIL
Alireza Amirshahi, Jonathan Dan, José Angel Miranda, Amir Aminifar, David Atienza
2024 A conf
FVLLMONTI: The 3D Neural Network Compute Cube $(N^{2}C^{2})$ Concept for Efficient Transformer Architectures Towards Speech-to-Speech Translation.
DATE
Ian O'Connor, Sara Mannaa, Alberto Bosio, Bastien Deveautour, Damien Deleruyelle, Tetiana Obukhova, Cédric Marchand, Jens Trommer, Çigdem Çakirlar, Bruno Neckel Wesling, Thomas Mikolajick, Oskar Baumgartner, Mischa Thesberg, David Pirker, Christoph Lenz, Zlatan Stanojevic, Markus Karner, Guilhem Larrieu, Sylvain Pelloquin, Konstantinous Moustakas, Jonas Müller, Giovanni Ansaloni, Alireza Amirshahi, David Atienza, Jean-Luc Rouas, Leila Ben Letaifa, Georgeta Bordeall, Charles Brazier, Chhandak Mukherjee, Marina Deng, Yifan Wang, Marc François, Houssem Rezgui, Reveil Lucas, Cristell Maneux
2024 J jnl
M2SKD: Multi-to-Single Knowledge Distillation of Real-Time Epileptic Seizure Detection for Low-Power Wearable Systems.
ACM Trans. Intell. Syst. Technol.
Saleh Baghersalimi, Alireza Amirshahi, Farnaz Forooghifar, Tomás Teijeiro, Amir Aminifar, David Atienza
2024 J jnl
MetaWearS: A Shortcut in Wearable Systems Lifecycle with Only a Few Shots.
CoRR
Alireza Amirshahi, Maedeh H. Toosi, Siamak Mohammadi, Stefano Albini, Pasquale Davide Schiavone, Giovanni Ansaloni, Amir Aminifar, David Atienza
2024 B conf
PlugVFL: Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties.
IEEE Big Data
Jingwei Sun, Zhixu Du, Anna Dai, Saleh Baghersalimi, Alireza Amirshahi, David Atienza, Yiran Chen
2024 J jnl
SzCORE: A Seizure Community Open-source Research Evaluation framework for the validation of EEG-based automated seizure detection algorithms.
CoRR
Jonathan Dan, Una Pale, Alireza Amirshahi, William Cappelletti, Thorir Mar Ingolfsson, Xiaying Wang, Andrea Cossettini, Adriano Bernini, Luca Benini, Sándor Beniczky, David Atienza, Philippe Ryvlin
2024 J jnl
VersaSens: An Extendable Multimodal Platform for Next-Generation Edge-AI Wearables.
IEEE Trans. Circuits Syst. Artif. Intell.
Taraneh Aminosharieh Najafi, José Angel Miranda Calero, Jérôme Thevenot, Benjamin Duc, Stefano Albini, Alireza Amirshahi, Hossein Taji, María José Belda Beneyto, Antonio Affanni, David Atienza
2023 J jnl
Accelerator-driven Data Arrangement to Minimize Transformers Run-time on Multi-core Architectures.
CoRR
Alireza Amirshahi, Giovanni Ansaloni, David Atienza
2023 J jnl
M2D2: Maximum-Mean-Discrepancy Decoder for Temporal Localization of Epileptic Brain Activities.
IEEE J. Biomed. Health Informatics
Alireza Amirshahi, Anthony Hitchcock Thomas, Amir Aminifar, Tajana Rosing, David Atienza
2023 — conf
Predicting Survey Response with Quotation-based Modeling: A Case Study on Favorability towards the United States.
SDS
Alireza Amirshahi, Nicolas Kirsch, Jonathan Reymond, Saleh Baghersalimi
2023 J jnl
Predicting Survey Response with Quotation-based Modeling: A Case Study on Favorability towards the United States.
CoRR
Alireza Amirshahi, Nicolas Kirsch, Jonathan Reymond, Saleh Baghersalimi
2023 J jnl
Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties.
CoRR
Jingwei Sun, Zhixu Du, Anna Dai, Saleh Baghersalimi, Alireza Amirshahi, David Atienza, Yiran Chen
2023 — conf
TiC-SAT: Tightly-Coupled Systolic Accelerator for Transformers.
ASP-DAC
Alireza Amirshahi, Joshua Alexander Harrison Klein, Giovanni Ansaloni, David Atienza
2022 J jnl
Many-to-One Knowledge Distillation of Real-Time Epileptic Seizure Detection for Low-Power Wearable Internet of Things Systems.
CoRR
Saleh Baghersalimi, Alireza Amirshahi, Farnaz Forooghifar, Tomás Teijeiro, Amir Aminifar, David Atienza
2021 J jnl
EpilepsyGAN: Synthetic Epileptic Brain Activities With Privacy Preservation.
IEEE Trans. Biomed. Eng.
Damián Pascual, Alireza Amirshahi, Amir Aminifar, David Atienza, Philippe Ryvlin, Roger Wattenhofer
2020 J jnl
Anycast routing in time-expanded vehicular networks.
Comput. Electr. Eng.
Alireza Amirshahi, Morteza Romoozi, Mohammad Ali Raayatpanah, Seyyed Amir Asghari
2020 J jnl
Modeling Geographical Anycasting Routing in Vehicular Networks.
KSII Trans. Internet Inf. Syst.
Alireza Amirshahi, Morteza Romoozi, Mohammad Ali Raayatpanah, Seyyed Amir Asghari
2019 J jnl
ECG Classification Algorithm Based on STDP and R-STDP Neural Networks for Real-Time Monitoring on Ultra Low-Power Personal Wearable Devices.
IEEE Trans. Biomed. Circuits Syst.
Alireza Amirshahi, Matin Hashemi
2019 J jnl
Ultra Low-Power and Real-time ECG Classification Based on STDP and R-STDP Neural Networks for Wearable Devices.
CoRR
Alireza Amirshahi, Matin Hashemi
2011 J jnl
A Fuzzy Realistic Mobility Model For Ad hoc Networks
CoRR
Alireza Amirshahi, Mahmood Fathy, Morteza Romoozi, Mohammad Assarian