40 citations · 40 across the 1 of their papers we have counts for
3 papers
cs.LG2022★ 40 cited
Piecewise Linear Neural Networks and Deep Learning
Qinghua Tao, Li Li, Xiaolin Huang +3
As a powerful modelling method, PieceWise Linear Neural Networks (PWLNNs) have proven successful in various fields, most recently in deep learning. To apply PWLNN methods, both the…
eess.SY2019
Efficient hinging hyperplanes neural network and its application in nonlinear system identification
Jun Xu, Qinghua Tao, Zhen Li +3
In this paper, the efficient hinging hyperplanes (EHH) neural network is proposed based on the model of hinging hyperplanes (HH). The EHH neural network is a distributed representa…
math.OC2016
Adaptive Block Coordinate DIRECT algorithm
Qinghua Tao, Xiaolin Huang, Shuning Wang +1
DIviding RECTangles (DIRECT) is an efficient and popular method in dealing with bound constrained optimization problems. However, DIRECT suffers from dimension curse, since its com…