Wenzhe Guo

According to our database, Wenzhe Guo authored at least 9 papers between 2022 and 2024.

Collaborative distances:

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

2024

An End-To-End Neuromorphic Radio Classification System With an Efficient Sigma-Delta-Based Spike Encoding Scheme.

Wenzhe Guo, Kuilian Yang, Haralampos-G. Stratigopoulos, Hassan Aboushady, Khaled Nabil Salama

IEEE Trans. Artif. Intell., April, 2024

Supervised Local Training With Backward Links for Deep Neural Networks.

Wenzhe Guo, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled Nabil Salama

IEEE Trans. Artif. Intell., February, 2024

A System Level Performance Evaluation for Superconducting Digital Systems.

Joyjit Kundu, Debjyoti Bhattacharjee, Nathan Josephsen, Ankit Pokhrel, Udara De Silva, Wenzhe Guo, Steven Van Winckel, Steven Brebels, Manu Perumkunnil, Quentin Herr, Anna Herr

CoRR, 2024

Performance Modeling and Workload Analysis of Distributed Large Language Model Training and Inference.

Joyjit Kundu, Wenzhe Guo, Ali BanaGozar, Udari De Alwis, Sourav Sengupta, Puneet Gupta, Arindam Mallik

Proceedings of the IEEE International Symposium on Workload Characterization, 2024

2022

Efficient Neuromorphic Hardware Through Spiking Temporal Online Local Learning.

Wenzhe Guo, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled Nabil Salama

IEEE Trans. Very Large Scale Integr. Syst., 2022

Toward the Optimal Design and FPGA Implementation of Spiking Neural Networks.

Wenzhe Guo, Hasan Erdem Yantir, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled Nabil Salama

IEEE Trans. Neural Networks Learn. Syst., 2022

BackLink: Supervised Local Training with Backward Links.

Wenzhe Guo, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled N. Salama

CoRR, 2022

Efficient Training of Spiking Neural Networks with Temporally-Truncated Local Backpropagation through Time.

Wenzhe Guo, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled Nabil Salama

CoRR, 2022

Efficient Hardware Implementation for Online Local Learning in Spiking Neural Networks.

Wenzhe Guo, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled Nabil Salama

Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022