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Vasilis Sakellariou
Vasilis Sakellariou
Other namesVasileios Sakellariou
PhD Student, Khalifa University
Verified email at ku.ac.ae
Title
Cited by
Cited by
Year
Use of ai algorithms in different building typologies for energy efficiency towards smart buildings
A Bagheri, KN Genikomsakis, S Koutra, V Sakellariou, CS Ioakimidis
Buildings 11 (12), 613, 2021
132021
On reducing the number of multiplications in RNS-based CNN accelerators
V Sakellariou, V Paliouras, I Kouretas, H Saleh, T Stouraitis
2021 28th IEEE International Conference on Electronics, Circuits, and …, 2021
72021
A high-performance rns lstm block
V Sakellariou, V Paliouras, I Kouretas, H Saleh, T Stouraitis
2022 IEEE International Symposium on Circuits and Systems (ISCAS), 1264-1268, 2022
62022
An FPGA accelerator for spiking neural network simulation and training
V Sakellariou, V Paliouras
2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021
62021
A multiplier-free rns-based cnn accelerator exploiting bit-level sparsity
V Sakellariou, V Paliouras, I Kouretas, H Saleh, T Stouraitis
IEEE Transactions on Emerging Topics in Computing, 2023
12023
Number systems for deep neural network architectures: a survey
G Alsuhli, V Sakellariou, H Saleh, M Al-Qutayri, B Mohammad, T Stouraitis
arXiv preprint arXiv:2307.05035, 2023
12023
MRAM-based in-memory computing
V Sakellariou, T Stouraitis, B Mohammad
In-Memory Computing Hardware Accelerators for Data-Intensive Applications, 57-79, 2023
12023
Improving Residue-Level Sparsity in RNS-based Neural Network Hardware Accelerators via Regularization
E Kavvousanos, V Sakellariou, I Kouretas, V Paliouras, T Stouraitis
2023 IEEE 30th Symposium on Computer Arithmetic (ARITH), 102-109, 2023
2023
Deep Neural Networks Overview
G Alsuhli, V Sakellariou, H Saleh, M Al-Qutayri, B Mohammad, T Stouraitis
Number Systems for Deep Neural Network Architectures, 7-15, 2023
2023
Posit for DNN Architectures
G Alsuhli, V Sakellariou, H Saleh, M Al-Qutayri, B Mohammad, T Stouraitis
Number Systems for Deep Neural Network Architectures, 81-88, 2023
2023
Conventional Number Systems for DNN Architectures
G Alsuhli, V Sakellariou, H Saleh, M Al-Qutayri, B Mohammad, T Stouraitis
Number Systems for Deep Neural Network Architectures, 17-25, 2023
2023
RNS for DNN Architectures
G Alsuhli, V Sakellariou, H Saleh, M Al-Qutayri, B Mohammad, T Stouraitis
Number Systems for Deep Neural Network Architectures, 45-60, 2023
2023
BFP for DNN Architectures
G Alsuhli, V Sakellariou, H Saleh, M Al-Qutayri, B Mohammad, T Stouraitis
Number Systems for Deep Neural Network Architectures, 61-72, 2023
2023
Number Systems for Deep Neural Network Architectures
G Alsuhli, V Sakellariou, H Saleh, M Al-Qutayri, B Mohammad, T Stouraitis
Springer Nature Switzerland, 2023
2023
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