Anomaly detection based on LSTM and autoencoders using federated learning in smart electric grid
Shrestha, Rakesh, Mohammadi, Mohammadreza, Sinaei, Sima, Salcines, Alberto, Pampliega, David, Clemente, Raul, Sanz, Ana Lourdes, Nowroozi, Ehsan, Lindgren, Anders
Published in Journal of parallel and distributed computing (01.11.2024)
Published in Journal of parallel and distributed computing (01.11.2024)
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Journal Article
ELC-ECG: Efficient LSTM Cell for ECG Classification Based on Quantized Architecture
Mirsalari, Seyed Ahmad, Nazari, Najmeh, Ansarmohammadi, Seyed Ali, Sinaei, Sima, Salehi, Mostafa E., Daneshtalab, Masoud
Published in 2021 IEEE International Symposium on Circuits and Systems (ISCAS) (01.01.2021)
Published in 2021 IEEE International Symposium on Circuits and Systems (ISCAS) (01.01.2021)
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Conference Proceeding
PRIV-DRIVE: Privacy-Ensured Federated Learning using Homomorphic Encryption for Driver Fatigue Detection
Sinaei, Sima, Mohammadi, Mohammadreza, Shrestha, Rakesh, Alibeigi, Mina, Eklund, David
Published in Proceedings (Euromicro Conference on Digital Systems Design) (28.08.2024)
Published in Proceedings (Euromicro Conference on Digital Systems Design) (28.08.2024)
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Conference Proceeding
Hyperparameters Optimization for Federated Learning System: Speech Emotion Recognition Case Study
Mishchenko, Kateryna, Mohammadi, Samaneh, Mohammadi, Mohammadreza, Sinaei, Sima
Published in 2023 Eighth International Conference on Fog and Mobile Edge Computing (FMEC) (18.09.2023)
Published in 2023 Eighth International Conference on Fog and Mobile Edge Computing (FMEC) (18.09.2023)
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Conference Proceeding
Privacy-preserving Federated Learning System for Fatigue Detection
Mohammadi, Mohammadreza, Allocca, Roberto, Eklund, David, Shrestha, Rakesh, Sinaei, Sima
Published in 2023 IEEE International Conference on Cyber Security and Resilience (CSR) (01.01.2023)
Published in 2023 IEEE International Conference on Cyber Security and Resilience (CSR) (01.01.2023)
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Conference Proceeding
Ada in Real-time Embedded System
Sinaei, Sima, Rad, Rabee Sharifi, Ghodsvali, Elnaz
Published in Research journal of applied sciences, engineering and technology (2013)
Published in Research journal of applied sciences, engineering and technology (2013)
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Journal Article
Optimized Paillier Homomorphic Encryption in Federated Learning for Speech Emotion Recognition
Mohammadi, Samaneh, Sinaei, Sima, Balador, Ali, Flammini, Francesco
Published in 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC) (01.06.2023)
Published in 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC) (01.06.2023)
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Conference Proceeding
Balancing Privacy and Accuracy in Federated Learning for Speech Emotion Recognition
Mohammadi, Samaneh, Mohammadi, Mohammadreza, Sinaei, Sima, Balador, Ali, Nowroozi, Ehsan, Flammini, Francesco, Conti, Mauro
Published in 2023 18th Conference on Computer Science and Intelligence Systems (FedCSIS) (2023)
Published in 2023 18th Conference on Computer Science and Intelligence Systems (FedCSIS) (2023)
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Conference Proceeding
RoCo-NAS: Robust and Compact Neural Architecture Search
Geraeinejad, Vahid, Sinaei, Sima, Modarressi, Mehdi, Daneshtalab, Masoud
Published in 2021 International Joint Conference on Neural Networks (IJCNN) (01.01.2021)
Published in 2021 International Joint Conference on Neural Networks (IJCNN) (01.01.2021)
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Conference Proceeding
MuBiNN: Multi-Level Binarized Recurrent Neural Network for EEG signal Classification
Mirsalari, Seyed Ahmad, Sinaei, Sima, Salehi, Mostafa E, Daneshtalab, Masoud
Year of Publication 19.04.2020
Year of Publication 19.04.2020
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Journal Article
Run-time Mapping Algorithm for Dynamic Workloads on Heterogeneous MPSoCs Platforms
Sinaei, Sima, Fatemi, Omid
Published in 2018 21st Euromicro Conference on Digital System Design (DSD) (01.01.2018)
Published in 2018 21st Euromicro Conference on Digital System Design (DSD) (01.01.2018)
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Conference Proceeding
Multi-level Binarized LSTM in EEG Classification for Wearable Devices
Nazari, Najmeh, Mirsalari, Seyed Ahmad, Sinaei, Sima, Salehi, Mostafa E., Daneshtalab, Masoud
Published in 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP) (01.01.2020)
Published in 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP) (01.01.2020)
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Conference Proceeding
Novel Heuristic Mapping Algorithms for Design Space Exploration of Multiprocessor Embedded Architectures
Sinaei, Sima, Fatemi, Omid
Published in 2016 24th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP) (01.02.2016)
Published in 2016 24th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP) (01.02.2016)
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Conference Proceeding
Journal Article