Sima Sinaei

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 23

Top Topics

Speech Emotion Recognition

Top Venues

Publications

Mohammadreza Mohammadi, Rakesh Shrestha, Sima Sinaei, Alberto Salcines, David Pampliega, Raul Clemente, Ana Lourdes Sanz
Anomaly Detection Using LSTM-Autoencoder in Smart Grid: A Federated Learning Approach. ICCBDC (2023)
Samaneh Mohammadi, Sima Sinaei, Ali Balador, Francesco Flammini
Optimized Paillier Homomorphic Encryption in Federated Learning for Speech Emotion Recognition. COMPSAC (2023)
Mohammadreza Mohammadi, Roberto Allocca, David Eklund, Rakesh Shrestha, Sima Sinaei
Privacy-preserving Federated Learning System for Fatigue Detection. CSR (2023)
Kateryna Mishchenko, Samaneh Mohammadi, Mohammadreza Mohammadi, Sima Sinaei
Hyperparameters Optimization for Federated Learning System: Speech Emotion Recognition Case Study. FMEC (2023)
Samaneh Mohammadi, Sima Sinaei, Ali Balador, Francesco Flammini
Secure and Efficient Federated Learning by Combining Homomorphic Encryption and Gradient Pruning in Speech Emotion Recognition. ISPEC (2023)
Samaneh Mohammadi, Mohammadreza Mohammadi, Sima Sinaei, Ali Balador, Ehsan Nowroozi, Francesco Flammini, Mauro Conti
Balancing Privacy and Accuracy in Federated Learning for Speech Emotion Recognition. FedCSIS (2023)
Ali Balador, Sima Sinaei, Mats Pettersson
Artificial Intelligence Enabled Distributed Edge Computing for Internet of Things. ERCIM News 2022 (129) (2022)
Seyed Ahmad Mirsalari, Najmeh Nazari, Sima Sinaei, Mostafa E. Salehi, Masoud Daneshtalab
FaCT-LSTM: Fast and Compact Ternary Architecture for LSTM Recurrent Neural Networks. IEEE Des. Test 39 (3) (2022)
Vahid Geraeinejad, Sima Sinaei, Mehdi Modarressi, Masoud Daneshtalab
RoCo-NAS: Robust and Compact Neural Architecture Search. IJCNN (2021)
Ali Sedaghatbaf, Sima Sinaei, Perttu Ranta-aho, Marko Koskinen
DenDrift: A Drift-Aware Algorithm for Host Profiling. CoRR (2021)
Seyed Ahmad Mirsalari, Najmeh Nazari, Seyed Ali Ansarmohammadi, Sima Sinaei, Mostafa E. Salehi, Masoud Daneshtalab
ELC-ECG: Efficient LSTM Cell for ECG Classification Based on Quantized Architecture. ISCAS (2021)
Najmeh Nazari, Seyed Ahmad Mirsalari, Sima Sinaei, Mostafa E. Salehi, Masoud Daneshtalab
Multi-level Binarized LSTM in EEG Classification for Wearable Devices. PDP (2020)
Mohammad Loni, Sima Sinaei, Ali Zoljodi, Masoud Daneshtalab, Mikael Sjödin
DeepMaker: A multi-objective optimization framework for deep neural networks in embedded systems. Microprocess. Microsystems 73 (2020)
Najmeh Nazari, Seyed Ahmad Mirsalari, Sima Sinaei, Mostafa E. Salehi, Masoud Daneshtalab
Multi-level Binarized LSTM in EEG Classification for Wearable Devices. CoRR (2020)
Seyed Ahmad Mirsalari, Sima Sinaei, Mostafa E. Salehi, Masoud Daneshtalab
MuBiNN: Multi-Level Binarized Recurrent Neural Network for EEG signal Classification. CoRR (2020)
Seyed Ahmad Mirsalari, Sima Sinaei, Mostafa E. Salehi, Masoud Daneshtalab
MuBiNN: Multi-Level Binarized Recurrent Neural Network for EEG Signal Classification. ISCAS (2020)
Sima Sinaei, Omid Fatemi
Multi-objective algorithms for the application mapping problem in heterogeneous multiprocessor embedded system design. J. Supercomput. 75 (8) (2019)
Mohammad Loni, Ali Zoljodi, Sima Sinaei, Masoud Daneshtalab, Mikael Sjödin
NeuroPower: Designing Energy Efficient Convolutional Neural Network Architecture for Embedded Systems. ICANN (1) (2019)
Sima Sinaei, Omid Fatemi
Run-time mapping algorithm for dynamic workloads using association rule mining. J. Syst. Archit. 91 (2018)
Sima Sinaei, Omid Fatemi
Run-time Mapping Algorithm for Dynamic Workloads on Heterogeneous MPSoCs Platforms. DSD (2018)
Sima Sinaei, Omid Fatemi, Andy D. Pimentel
Run-time mapping algorithm for dynamic workloads using process merging transformations. SAMOS (2017)
Sima Sinaei, Andy D. Pimentel, Omid Fatemi
Run-time resource allocation for embedded Multiprocessor System-on-Chip using tree-based design space exploration. DTIS (2017)
Sima Sinaei, Omid Fatemi
Novel Heuristic Mapping Algorithms for Design Space Exploration of Multiprocessor Embedded Architectures. PDP (2016)
Sima Sinaei, Omid Fatemi
An MOPSO method for mapping multimedia applications onto MP-SOC architectures. CCECE (2011)