backpropagation through time 1energy efficiency 1hardware-friendly inference 1latency coding 1spiking neural networks 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.NE2026
Latency Coding for Efficient and Low-Latency Deep Spiking Neural Networks
Yi Lu, Jianhao Ding, Zhaofei Yu
The paper introduces latency coding, an extension of time‑to‑first‑spike coding, and a training framework using backpropagation through time to build deep spiking neural networks t…
quant-ph2026
Information-Theoretic Scaling Laws of Neural Quantum States
Yiming Lu, Sriram Bharadwaj, Dikshant Rathore +1
We establish an information-theoretic scaling law for generic autoregressive neural quantum states, determined by the middle-cut mutual information of the wavefunction amplitude. B…
stat.AP2025
Analysis of Information Loss on Composition Measurement in Stiff Chemically Reacting Systems
Yiming Lu, Xu Zhu, Long Zhang +1
Gas sampling methods have been crucial for the advancement of combustion science, enabling analysis of reaction kinetics and pollutant formation. However, the measured composition…