3 papers
cs.CL2025
The Backpropagation of the Wave Network
Xin Zhang, Victor S. Sheng
This paper provides an in-depth analysis of Wave Network, a novel token representation method derived from the Wave Network, designed to capture both global and local semantics of…
cs.CL2024
Wave Network: An Ultra-Small Language Model
Xin Zhang, Victor S. Sheng
We propose an innovative token representation and update method in a new ultra-small language model: the Wave network. Specifically, we use a complex vector to represent each token…
cs.AI2024
Neuro-Symbolic AI: Explainability, Challenges, and Future Trends
Xin Zhang, Victor S. Sheng
Explainability is an essential reason limiting the application of neural networks in many vital fields. Although neuro-symbolic AI hopes to enhance the overall explainability by le…