3 papers
q-bio.NC2026
Front-end and Back-end Computational Modeling of 40-Hz Auditory Steady-State Response Abnormalities in Schizophrenia
Wenjun Xia, Yan Xu, Zhengdi Zhang
40-Hz ASSR is reduced in schizophrenia, but it is unclear if this reflects altered auditory input or cortical E/I dynamics. We hypothesized that similar group differences could ari…
q-bio.NC2026
Real-time fall detection based on vision for low-power edge platforms
Wenjun Xia, Zhicheng Peng, Haopeng Li +1
Falling detection is vital for elderly care and intelligent surveillance; however, prevailing vision-based approaches predominantly frame it as static pose classification or discre…
q-bio.NC2026
Classification Accuracy of Minimal Spiking Neural Networks Follows a Log-Reciprocal Function
Zhengdi Zhang, Cong Han, Wenjun Xia
We investigate classification accuracy in minimal LIF-based spiking neural networks, examining its dependence on neuron count, stimulus nodes, and category number. Using an LLM to…