Kainang Wang

collaborators

3 papers

cs.AR2026

PSA: A Pruning-Friendly Sparse-Aware Accelerator for Efficient Sparse Convolution in SNNs

Sanhe Fu, Kainan Wang, Bo Wang +1

Spiking neural networks (SNNs) are promising for energy-efficient artificial intelligence due to their event-driven sparse computation, and neuron pruning can further reduce redund…

math.CO2026

Proofs and disproofs of some conjectures on zero-sum problems of new types

Yang Li, San Ling, Zhonghua Sun +1

For integers $r \geq 1$ and $n \geq 2$ , let $s_{r} (n)$ be the least $N$ such that every sequence of $N$ vectors in $Z^{r}$ , each nonzero modulo $n$ , contains $n$ terms whose sum is zero mod…

cs.AR2025

STI-SNN: A 0.14 GOPS/W/PE Single-Timestep Inference FPGA-based SNN Accelerator with Algorithm and Hardware Co-Design

Kainan Wang, Chengyi Yang, Chengting Yu +3

Brain-inspired Spiking Neural Networks (SNNs) have attracted attention for their event-driven characteristics and high energy efficiency. However, the temporal dependency and irreg…