Vasilis Sakellariou

According to our database, Vasilis Sakellariou authored at least 6 papers between 2021 and 2023.

Collaborative distances:

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

2023

Number Systems for Deep Neural Network Architectures: A Survey.

Ghada Alsuhli, Vasileios Sakellariou, Hani H. Saleh, Mahmoud Al-Qutayri, Baker Mohammad, Thanos Stouraitis

CoRR, 2023

A multiplier-Free RNS-Based CNN accelerator exploiting bit-Level sparsity.

Vasilis Sakellariou, Vassilis Paliouras, Ioannis Kouretas, Hani H. Saleh, Thanos Stouraitis

Proceedings of the 30th IEEE Symposium on Computer Arithmetic, 2023

Improving Residue-Level Sparsity in RNS-based Neural Network Hardware Accelerators via Regularization.

Emmanouil Kavvousanos, Vasilis Sakellariou, Ioannis Kouretas, Vassilis Paliouras, Thanos Stouraitis

Proceedings of the 30th IEEE Symposium on Computer Arithmetic, 2023

2022

A High-performance RNS LSTM block.

Vasilis Sakellariou, Vassilis Paliouras, Ioannis Kouretas, Hani H. Saleh, Thanos Stouraitis

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

2021

An FPGA Accelerator for Spiking Neural Network Simulation and Training.

Vasilis Sakellariou, Vassilis Paliouras

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

On Reducing the Number of Multiplications in RNS-based CNN Accelerators.

Vasilis Sakellariou, Vassilis Paliouras, Ioannis Kouretas, Hani H. Saleh, Thanos Stouraitis

Proceedings of the 28th IEEE International Conference on Electronics, 2021