1
Frequency Domain Reservoir Computing
频域视角重构储备池计算，为时间序列预测与信号处理开辟全新路径
arXiv:2606.24969v1 Announce Type: new Abstract: While the quadratic sequence-length bottleneck of transformers has fueled a resurgence in recurrent mo…
2
Enhancing LLM Training via Spectral Clipping
提出频谱裁剪技术，从频域视角优化大模型训练稳定性与效率，实验效果显著。
arXiv:2603.14315v2 Announce Type: replace Abstract: While spectral-based optimizers like Muon operate directly on the spectrum of updates, standard ad…