129 citations · 177 across the 7 of their papers we have counts for
7 papers
MetaWearS: A Shortcut in Wearable Systems Lifecycle with Only a Few Shots
Alireza Amirshahi, Maedeh H. Toosi, Siamak Mohammadi +5
Wearable systems provide continuous health monitoring and can lead to early detection of potential health issues. However, the lifecycle of wearable systems faces several challenge…
SzCORE: A Seizure Community Open-source Research Evaluation framework for the validation of EEG-based automated seizure detection algorithms
Jonathan Dan, Una Pale, Alireza Amirshahi +9
The need for high-quality automated seizure detection algorithms based on electroencephalography (EEG) becomes ever more pressing with the increasing use of ambulatory and long-ter…
Accelerator-driven Data Arrangement to Minimize Transformers Run-time on Multi-core Architectures
Alireza Amirshahi, Giovanni Ansaloni, David Atienza
The increasing complexity of transformer models in artificial intelligence expands their computational costs, memory usage, and energy consumption. Hardware acceleration tackles th…
Predicting Survey Response with Quotation-based Modeling: A Case Study on Favorability towards the United States
Alireza Amirshahi, Nicolas Kirsch, Jonathan Reymond +1
The acquisition of survey responses is a crucial component in conducting research aimed at comprehending public opinion. However, survey data collection can be arduous, time-consum…
Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties
Jingwei Sun, Zhixu Du, Anna Dai +4
Vertical federated learning (VFL) enables a service provider (i.e., active party) who owns labeled features to collaborate with passive parties who possess auxiliary features to im…
Ultra Low-Power and Real-time ECG Classification Based on STDP and R-STDP Neural Networks for Wearable Devices
Alireza Amirshahi, Matin Hashemi
This paper presents a novel ECG classification algorithm for real-time cardiac monitoring on ultra low-power wearable devices. The proposed solution is based on spiking neural netw…
A Fuzzy Realistic Mobility Model For Ad hoc Networks
Alireza Amirshahi, Mahmood Fathi, Morteza Romoozi +1
Realistic mobility models can demonstrate more precise evaluation results because their parameters are closer to the reality. In this paper a realistic Fuzzy Mobility Model has bee…