4 citations · 8 across the 11 of their papers we have counts for
11 papers
Input-to-state stability of chemical reaction networks with application to molecular computation
Renlei Jiang, Xiaoyu Zhang, Chuanhou Gao +1
Input-to-state stability (ISS) provides a useful tool for analyzing the robustness of time-varying chemical reaction networks (CRNs). This paper investigates the ISS property for C…
Stability Analysis of Biochemical Reaction Networks Linearly Conjugated to complex balanced Systems with Time Delays Added
Xiaoyu Zhang, Shibo He, Chuanhou Gao +1
Linear conjugacy offers a new perspective to broaden the scope of stable biochemical reaction networks to the systems linearly conjugated to the well-established complex balanced m…
Automatic Implementation of Neural Networks through Reaction Networks--Part II: Error Analysis
Yuzhen Fan, Xiaoyu Zhang, Chuanhou Gao +1
This paired article aims to develop an automated and programmable biochemical fully connected neural network (BFCNN) with solid theoretical support. In Part I, a concrete design fo…
Automatic Implementation of Neural Networks through Reaction Networks -- Part I: Circuit Design and Convergence Analysis
Yuzhen Fan, Xiaoyu Zhang, Chuanhou Gao +1
Information processing relying on biochemical interactions in the cellular environment is essential for biological organisms. The implementation of molecular computational systems…
Network Combination to Persistence of High-dimensional Delayed Complex Balanced Mass-action Systems
Xiaoyu Zhang, Chunhou Gao, Denis Dochain
Complex balanced mass-action systems (CBMASs) are of great importance in the filed of biochemical reaction networks. However analyzing the persistence of these networks with high d…
Capturing persistence of delayed complex balanced chemical reaction systems via decomposition of semilocking sets
Xiaoyu Zhang, Chuanhou Gao, Denis Dochain
With the increasing complexity of time-delayed systems, the diversification of boundary types of chemical reaction systems poses a challenge for persistence analysis. This paper fo…
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…
Some dynamical properties of delayed weakly reversible mass-action systems
Xiaoyu Zhang, Tian Zhang, Chuanhou Gao
This paper focuses on the dynamical properties of delayed complex balanced systems. We first study the relationship between the stoichiometric compatibility classes of delayed and…
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…