Unwrapping photonic reservoirs: Enhanced expressivity via random Fourier encoding over stretched domains [0.03%]
基于拉伸域上随机傅里叶编码的光子存储器：增强表达能力
Gerard McCaul,Girish Tripathy,Giulia Marcucci et al.
Gerard McCaul et al.
Photonic Reservoir Computing (RC) systems leverage the complex propagation and nonlinear interaction of optical waves to perform information processing tasks. These systems employ a combination of optical data encoding (in the field amplitu...
Afrouz Delshad,Elizabeth M Cherry
Afrouz Delshad
Although many real-world time series are complex, developing methods that can learn from their behavior effectively enough to enable reliable forecasting remains challenging. Recently, several machine-learning approaches have shown promise ...
A mean-field approximation-based linearization framework for network reconstruction from binary time series [0.03%]
基于平均场近似化的二值时间序列网络重构线性化框架
Ying-Yu Zhang,Hai-Feng Zhang,Xiao Ding et al.
Ying-Yu Zhang et al.
A captivating challenge in network research is the reconstruction of complex network structures from limited binary-state time series data. Although some reconstruction approaches based on dynamical rules or sparse system of linear equation...
The role of inhibitory neuronal variability in modulating phase diversity between coupled networks [0.03%]
抑制性神经元变异在耦合网络之间调节相位多样性中的作用
Katiele V P Brito,Joana M G L Silva,Claudio R Mirasso et al.
Katiele V P Brito et al.
Neuronal heterogeneity, characterized by a multitude of spiking neuronal patterns, is a widespread phenomenon throughout the nervous system. In particular, the brain exhibits strong variability among inhibitory neurons. Despite the huge neu...
Antonio Palacios,Samir Sahoo,Madeline Parker et al.
Antonio Palacios et al.
Adaptation in complex systems implies a natural ability to change. In networks, adaptation may include a change in structural connectivity, which can lead to a change in collective behavior. When dihedral symmetry is present, i.e., rotation...
An improved non-smooth coordinate transformation for analyzing bilateral vibro-impact systems with stochastic excitations [0.03%]
改进的非光滑坐标变换在随机激励双边振动碰撞系统分析中的应用
Meng Su,Wenting Zhang,Li Liu et al.
Meng Su et al.
Vibro-impact systems exhibit non-smooth characteristics and pose significant challenges for analysis. Non-smooth coordinate transformations are widely recognized for their ability to convert vibro-impact systems into systems with continuous...
Dynamical analysis of a latent HIV infection model with general incidence and multiple delays [0.03%]
具有一般发病率和多时滞的潜伏HIV感染模型的动力学分析
Yu Yang,Lan Zou
Yu Yang
In this paper, we propose a general latent HIV infection model with general incidence and three distributed delays. We start with the analysis of the proposed model by establishing the positivity and boundedness of solutions and calculating...
Quasi-soliton solution to the model of two-color optical waves in PT-symmetry structures [0.03%]
PT对称结构中两色光学波的拟孤子解
Tatiana M Lysak,Irina G Zakharova,Aleksei A Kalinovich
Tatiana M Lysak
Soliton propagation of laser radiation in various nonlinear media is of great importance because of its numerous applications. Active periodic structures with parity-time symmetry provide the possibility for the solitons generation due to t...
Flatness-based control for generalized synchronization of chaotic systems with large dissipation and dimension mismatch [0.03%]
基于平坦性的混沌系统广义同步控制及应用研究
Christophe Letellier,Ludovico Minati,Jean-Pierre Barbot et al.
Christophe Letellier et al.
A flat control law is based on the structural analysis of a controlled system, allowing optimal placement of sensors and actuators. Once designed, any desired dynamics can be imposed onto the system. When the target dynamics comes from a sy...
Structural sensitivity of a tri-trophic food chain model in a parameter plane [0.03%]
三维食物链模型的结构敏感性分析
Ruma Kumbhakar,Saheb Pal,Nikhil Pal
Ruma Kumbhakar
Biological models are important in describing species interaction, disease spread, and environmental processes. One key aspect in improving the predictive capability of these models is deciding which parametrization is used to formulate the...