Neural networks : the official journal of the International Neural Network Society
fastiSSM: Fast inference of state space model with online model approximation in frequency-domain.
Jiaxuan Chen, Yancheng Xie, Hai Wang
Published: 202510.1016/j.neunet.2025.108459
Abstract
State space model (SSM) is a promising structure for long sequence time-series forecasting (LSTF) and natural language processing (NLP) applications. Although it has demonstrated superior sequence modeling efficiency and ability to compete with and e…
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