activity
20182021
most citedConvolutional neural networks with fractional order gradient method

75 citations · 91 across the 10 of their papers we have counts for

collaborators

10 papers

eess.SY2021

A novel class of fixed-time consensus protocols for multi-agent systems with simple dynamics

Yuquan Chen, Fumian Wang, Bing Wang

This paper investigates the fixed-time consensus problem for a class of multi-agent systems with simple dynamics. Unlike the traditional way to realize fixed-time convergence, a no…

math.OC2021★ 3 cited

Finite-time and Fixed-time Convergence in Continuous-time Optimization

Yuquan Chen, Yiheng Wei, YangQuan Chen

It is known that the gradient method can be viewed as a dynamic system where various iterative schemes can be designed as a part of the closed loop system with desirable properties…

math.GM2019★ 1 cited

Analytical calculation of the inverse nabla Laplace transform

Yiheng Wei, YangQuan Chen, Yuquan Chen +1

The inversion of nabla Laplace transform, corresponding to a causal sequence, is considered. Two classical methods, i.e., residual calculation method and partial fraction method ar…

cs.NE2019

Optimal Randomness in Swarm-Based Search

Jiamin Wei, YangQuan Chen, Yongguang Yu +1

Lévy flights is a random walk where the step-lengths have a probability distribution that is heavy-tailed. It has been shown that Lévy flights can maximize the efficiency of resour…

math.OC2019★ 75 cited

Convolutional neural networks with fractional order gradient method

Dian Sheng, Yiheng Wei, Yuquan Chen +1

This paper proposes a fractional order gradient method for the backward propagation of convolutional neural networks. To overcome the problem that fractional order gradient method…

eess.SY2019★ 2 cited

Fractional order [PI] Controller and Smith-like Predictor Design for A Class of High Order Systems

Zhenlong Wu, Jie Yuan, Yuquan Chen +2

To handle the control difficulties caused by high-order dynamics, a control structure based on fractional order [proportional integral] (PI) controller and fractional order Smith-l…

math.OC2019

A novel perspective to gradient method: the fractional order approach

Yuquan Chen, Yiheng Wei, Yong Wang

In this paper, we give some new thoughts about the classical gradient method (GM) and recall the proposed fractional order gradient method (FOGM). It is proven that the proposed FO…

math.OC2019★ 10 cited

Some fundamental properties on the sampling free nabla Laplace transform

Yiheng Wei, Yuquan Chen, Yong Wang +1

Discrete fractional order systems have attracted more and more attention in recent years. Nabla Laplace transform is an important tool to deal with the problem of nabla discrete fr…

eess.SY2019

A universal framework of GKYP lemma for singular fractional order systems

Yuman Li, Yiheng Wei, Yuquan Chen +1

The well-known GKYP is widely used in system analysis, but for singular systems, especially singular fractional order systems, there is no corresponding theory, for which many cont…

cond-mat.stat-mech2018

On optimal tempered Lévy flight foraging

Yuquan Chen, Derek Hollenbeck, Yong Wang +1

Optimal random foraging strategy has gained increasing concentrations. It is shown that Lévy flight is more efficient compared with the Brownian motion when the targets are sparse.…