Approximation Theory of Convolutional Architectures for Time Series Modelling

20 July 2021

Papers citing "Approximation Theory of Convolutional Architectures for Time Series Modelling"

5 / 5 papers shown

Title
Approximation Rate of the Transformer Architecture for Sequence Modeling Hao Jiang Qianxiao Li 56 10 0 03 Jan 2025
Curriculum Design Helps Spiking Neural Networks to Classify Time Series Chenxi Sun Hongyan Li Moxian Song Derun Can linda Qiao 36 0 0 26 Dec 2023
Forward and Inverse Approximation Theory for Linear Temporal Convolutional Networks Hao Jiang Qianxiao Li AI4TS 29 0 0 29 May 2023
Theoretical Analysis of Inductive Biases in Deep Convolutional Networks Zihao Wang Lei Wu 28 20 0 15 May 2023
A Brief Survey on the Approximation Theory for Sequence Modelling Hao Jiang Qianxiao Li Zhong Li Shida Wang AI4TS 35 12 0 27 Feb 2023