Mahyar Shahsavari

21 papers B 1Journal 13Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	ELVSR: An efficient and lightweight convolutional neural network for FPGA-based FHD to UHD video super-resolution. Array Amirhossein Sadough, Mahyar Shahsavari, Mark Wijtvliet, Marcel van Gerven
2025	J	`jnl`	Exploring the Limitations of Layer Synchronization in Spiking Neural Networks. Trans. Mach. Learn. Res. Roel Koopman, Amirreza Yousefzadeh, Mahyar Shahsavari, Guangzhi Tang, Manolis Sifalakis
2025	J	`jnl`	GazeSCRNN: Event-based Near-eye Gaze Tracking using a Spiking Neural Network. CoRR Stijn Groenen, Marzieh Hassanshahi Varposhti, Mahyar Shahsavari
2025	J	`jnl`	Real-Time Decorrelation-Based Anomaly Detection for Multivariate Time Series. CoRR Amirhossein Sadough, Mahyar Shahsavari, Mark Wijtvliet, Marcel van Gerven
2025	J	`jnl`	Spiking neural networks on FPGA: A survey of methodologies and recent advancements. Neural Networks Mehrzad Karamimanesh, Ebrahim Abiri, Mahyar Shahsavari, Kourosh Hassanli, André van Schaik, Jason Eshraghian
2024	J	`jnl`	Energy-Efficient Spiking Recurrent Neural Network for Gesture Recognition on Embedded GPUs. CoRR Marzieh Hassanshahi Varposhti, Mahyar Shahsavari, Marcel van Gerven
2024	J	`jnl`	Overcoming the Limitations of Layer Synchronization in Spiking Neural Networks. CoRR Roel Koopman, Amirreza Yousefzadeh, Mahyar Shahsavari, Guangzhi Tang, Manolis Sifalakis
2024	J	`jnl`	STAL: Spike Threshold Adaptive Learning Encoder for Classification of Pain-Related Biosignal Data. CoRR Freek Hens, Mohammad Mahdi Dehshibi, Leila Bagheriye, Mahyar Shahsavari, Ana Tajadura-Jiménez
2024	—	`conf`	Towards Music Instrument Classification using Convolutional Neural Networks. COINS Paul Tiemeijer, Mahyar Shahsavari, Mahmood Fazlali
2023	J	`jnl`	Advancements in spiking neural network communication and synchronization techniques for event-driven neuromorphic systems. Array Mahyar Shahsavari, David B. Thomas, Marcel van Gerven, Andrew D. Brown, Wayne Luk
2023	—	`conf`	Exploiting Federated Learning for EEG-based Brain-Computer Interface System. COINS Mohammadnavid Ghader, Bahar J. Farahani, Zahra Rezvani, Mahyar Shahsavari, Mahmood Fazlali
2022	—	`conf`	Auto-tuning HyperParameters of SGD Matrix Factorization-Based Recommender Systems Using Genetic Algorithm. COINS Habib Irani, Fatemeh Elahi, Mahmood Fazlali, Mahyar Shahsavari, Bahareh J. Farahani
2021	—	`conf`	Neuromorphic Design Using Reward-based STDP Learning on Event-Based Reconfigurable Cluster Architecture. ICONS Mahyar Shahsavari, David B. Thomas, Andrew D. Brown, Wayne Luk
2020	B	`conf`	A Hardware/Application Overlay Model for Large-Scale Neuromorphic Simulation. IJCNN Alexander Rast, Mahyar Shahsavari, Graeme M. Bragg, Mark Vousden, David B. Thomas, Andrew D. Brown
2019	—	`ch.`	Spiking Neural Computing in Memristive Neuromorphic Platforms. Handbook of Memristor Networks Mahyar Shahsavari, Philippe Devienne, Pierre Boulet
2018	J	`jnl`	Parameter Exploration to Improve Performance of Memristor-Based Neuromorphic Architectures. IEEE Trans. Multi Scale Comput. Syst. Mahyar Shahsavari, Pierre Boulet
2017	J	`jnl`	Memristor nanodevice for unconventional computing: review and applications. CoRR Mahyar Shahsavari, Pierre Boulet
2016	—	`conf`	Combining a volatile and nonvolatile memristor in artificial synapse to improve learning in Spiking Neural Networks. NANOARCH Mahyar Shahsavari, Pierre Falez, Pierre Boulet
2016	J	`jnl`	Efficient CNTFET-based design of quaternary logic gates and arithmetic circuits. Microelectron. J. Seyyed Ashkan Ebrahimi, Mohammad Reza Reshadinezhad, Ali Bohlooli, Mahyar Shahsavari
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
2016	J	`jnl`	evt_MNIST: A spike based version of traditional MNIST. CoRR Mazdak Fatahi, Mahmood Ahmadi, Mahyar Shahsavari, Arash Ahmadi, Philippe Devienne