3 papers
cs.LG2020
Dendrite Net with Acceleration Module for Faster Nonlinear Mapping and System Identification
Gang Liu, Yajing Pang, Shuai Yin +3
Nonlinear mapping is an essential and common demand in online systems, such as sensor systems and mobile phones. Accelerating nonlinear mapping will directly speed up online system…
eess.SP2020
A Relation Spectrum Inheriting Taylor Series: Muscle Synergy and Coupling for Hand
Gang Liu, Jing Wang
There are two famous function decomposition methods in math: Taylor Series and Fourier Series. Fourier series developed into Fourier spectrum, which was applied to signal decomposi…
cs.LG2020
Dendrite Net: A White-Box Module for Classification, Regression, and System Identification
Gang Liu, Jing Wang
The simulation of biological dendrite computations is vital for the development of artificial intelligence (AI). This paper presents a basic machine learning algorithm, named Dendr…