Mahyar Shahsavari

According to our database, Mahyar Shahsavari authored at least 16 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Energy-Efficient Spiking Recurrent Neural Network for Gesture Recognition on Embedded GPUs.

Marzieh Hassanshahi Varposhti, Mahyar Shahsavari, Marcel van Gerven

CoRR, 2024

Overcoming the Limitations of Layer Synchronization in Spiking Neural Networks.

Roel Koopman, Amirreza Yousefzadeh, Mahyar Shahsavari, Guangzhi Tang, Manolis Sifalakis

CoRR, 2024

STAL: Spike Threshold Adaptive Learning Encoder for Classification of Pain-Related Biosignal Data.

Freek Hens, Mohammad Mahdi Dehshibi, Leila Bagheriye, Mahyar Shahsavari, Ana Tajadura-Jiménez

CoRR, 2024

Towards Music Instrument Classification using Convolutional Neural Networks.

Paul Tiemeijer, Mahyar Shahsavari, Mahmood Fazlali

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2024

2023

Advancements in spiking neural network communication and synchronization techniques for event-driven neuromorphic systems.

Mahyar Shahsavari, David B. Thomas, Marcel van Gerven, Andrew D. Brown, Wayne Luk

Array, December, 2023

Exploiting Federated Learning for EEG-based Brain-Computer Interface System.

Mohammadnavid Ghader, Bahar J. Farahani, Zahra Rezvani, Mahyar Shahsavari, Mahmood Fazlali

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2023

2022

Auto-tuning HyperParameters of SGD Matrix Factorization-Based Recommender Systems Using Genetic Algorithm.

Habib Irani, Fatemeh Elahi, Mahmood Fazlali, Mahyar Shahsavari, Bahareh J. Farahani

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2022

2021

Neuromorphic Design Using Reward-based STDP Learning on Event-Based Reconfigurable Cluster Architecture.

Mahyar Shahsavari, David B. Thomas, Andrew D. Brown, Wayne Luk

Proceedings of the ICONS 2021: International Conference on Neuromorphic Systems 2021, 2021

2020

A Hardware/Application Overlay Model for Large-Scale Neuromorphic Simulation.

Alexander Rast, Mahyar Shahsavari, Graeme M. Bragg, Mark Vousden, David B. Thomas, Andrew D. Brown

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Spiking Neural Computing in Memristive Neuromorphic Platforms.

Mahyar Shahsavari, Philippe Devienne, Pierre Boulet

Proceedings of the Handbook of Memristor Networks., 2019

2018

Parameter Exploration to Improve Performance of Memristor-Based Neuromorphic Architectures.

Mahyar Shahsavari, Pierre Boulet

IEEE Trans. Multi Scale Comput. Syst., 2018

2017

Memristor nanodevice for unconventional computing: review and applications.

Mahyar Shahsavari, Pierre Boulet

CoRR, 2017

2016

Unconventional Computing Using Memristive Nanodevices: From Digital Computing to Brain-like Neuromorphic Accelerator. (Calcul non conventionnel avec des nanocomposants memristifs : du calcul numérique auxaccélérateurs neuromorphiques).

Mahyar Shahsavari

PhD thesis, 2016

Efficient CNTFET-based design of quaternary logic gates and arithmetic circuits.

Seyyed Ashkan Ebrahimi, Mohammad Reza Reshadinezhad, Ali Bohlooli, Mahyar Shahsavari

Microelectron. J., 2016

evt_MNIST: A spike based version of traditional MNIST.

Mazdak Fatahi, Mahmood Ahmadi, Mahyar Shahsavari, Arash Ahmadi, Philippe Devienne

CoRR, 2016

Combining a volatile and nonvolatile memristor in artificial synapse to improve learning in Spiking Neural Networks.

Mahyar Shahsavari, Pierre Falez, Pierre Boulet

Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2016