3 papers
cs.AR2026
Towards transferable lightweight neuromorphic computing through a model-free temporal-switch framework
Zefeng Zhang, Chao Li, Siyao Chen +5
Lightweight neuromorphic computing offers a promising route to efficient AI, with particular benefits for resource-constrained edge deployments. However, its scalable deployment th…
cs.AI2026
Emergence Transformer: Dynamical Temporal Attention Matters
Zihan Zhou, Bo-Wei Qin, Kai Du +1
The Transformer, a breakthrough architecture in artificial intelligence, owes its success to the attention mechanism, which utilizes long-range interactions in sequential data, ena…
q-bio.NC2025
Structural Heterogeneity of the Drosophila Brain Network
Xiaoyu Zhang, Pengcheng Yang, Yifei Zhang +4
Decoding the heterogeneity of biological neural systems is key to understanding the nervous system's complex dynamical behaviors. This study analyzes the comprehensive Drosophila b…