Wenzhe Guo

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Fpga Implementation

Encoding Scheme

Spiking Neural Networks

Top Venues

IEEE Trans. Artif. Intell.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Wenzhe Guo, Kuilian Yang, Haralampos-G. Stratigopoulos, Hassan Aboushady, Khaled Nabil Salama
An End-To-End Neuromorphic Radio Classification System With an Efficient Sigma-Delta-Based Spike Encoding Scheme. IEEE Trans. Artif. Intell. 5 (4) (2024)
Joyjit Kundu, Wenzhe Guo, Ali BanaGozar, Udari De Alwis, Sourav Sengupta, Puneet Gupta, Arindam Mallik
Performance Modeling and Workload Analysis of Distributed Large Language Model Training and Inference. CoRR (2024)
Wenzhe Guo, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled Nabil Salama
Supervised Local Training With Backward Links for Deep Neural Networks. IEEE Trans. Artif. Intell. 5 (2) (2024)
Wenzhe Guo, Hasan Erdem Yantir, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled Nabil Salama
Toward the Optimal Design and FPGA Implementation of Spiking Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33 (8) (2022)
Wenzhe Guo, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled Nabil Salama
Efficient Training of Spiking Neural Networks with Temporally-Truncated Local Backpropagation through Time. CoRR (2022)
Wenzhe Guo, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled Nabil Salama
Efficient Neuromorphic Hardware Through Spiking Temporal Online Local Learning. IEEE Trans. Very Large Scale Integr. Syst. 30 (11) (2022)
Wenzhe Guo, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled Nabil Salama
Efficient Hardware Implementation for Online Local Learning in Spiking Neural Networks. AICAS (2022)
Wenzhe Guo, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled N. Salama
BackLink: Supervised Local Training with Backward Links. CoRR (2022)