Vasilis Sakellariou

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Convex Loss Functions

High Reliability

Text Localization And Recognition

Top Venues

Publications

Vasilis Sakellariou, Vassilis Paliouras, Ioannis Kouretas, Hani H. Saleh, Thanos Stouraitis
A Multiplier-Free RNS-Based CNN Accelerator Exploiting Bit-Level Sparsity. IEEE Trans. Emerg. Top. Comput. 12 (2) (2024)
Vasilis Sakellariou, Vassilis Paliouras, Ioannis Kouretas, Hani H. Saleh, Thanos Stouraitis
An end-to-end RNS CNN Accelerator. AICAS (2024)
Emmanouil Kavvousanos, Vasilis Sakellariou, Ioannis Kouretas, Vassilis Paliouras, Thanos Stouraitis
Improving Residue-Level Sparsity in RNS-based Neural Network Hardware Accelerators via Regularization. ARITH (2023)
Vasilis Sakellariou, Vassilis Paliouras, Ioannis Kouretas, Hani H. Saleh, Thanos Stouraitis
A multiplier-Free RNS-Based CNN accelerator exploiting bit-Level sparsity. ARITH (2023)
Vasilis Sakellariou, Vassilis Paliouras, Ioannis Kouretas, Hani H. Saleh, Thanos Stouraitis
A High-performance RNS LSTM block. ISCAS (2022)
Vasilis Sakellariou, Vassilis Paliouras
An FPGA Accelerator for Spiking Neural Network Simulation and Training. ISCAS (2021)
Vasilis Sakellariou, Vassilis Paliouras, Ioannis Kouretas, Hani H. Saleh, Thanos Stouraitis
On Reducing the Number of Multiplications in RNS-based CNN Accelerators. ICECS (2021)