4 papers
Towards Programming Adaptive Linear Neural Networks Through Chemical Reaction Networks
Yuzhen Fan, Xiaoyu Zhang, Chuanhou Gao
This paper is concerned with programming adaptive linear neural networks (ALNNs) using chemical reaction networks (CRNs) equipped with mass-action kinetics. Through individually pr…
On Stability of Two Kinds of Delayed Chemical Reaction Networks
Xiaoyu Zhang, Chuanhou Gao, Denis Dochain
For the networks that are linear conjugate to complex balanced systems, the delayed version may include two classes of networks: one class is still linear conjugate to the delayed…
Persistence of Delayed Complex Balanced Chemical Reaction Networks
Xiaoyu Zhang, Chuanhou Gao
In this paper, we derive two sufficient conditions to diagnose the persistence of two classes of delayed complex balanced chemical reaction network systems equipped with mass-actio…
Revisiting Persistence of Chemical Reaction Networks through Lyapunov Function Partial Differential Equations
Xiaoyu Zhang, Zhou Fang, Chuanhou Gao
In this paper, we propose a novel technique, referred to as the Lyapunov Function PDEs technique, to diagnose persistence of chemical reaction networks with mass-action kinetics. T…