Impact of white noise in artificial neural networks trained for classification: Performance and noise mitigation strategies [0.03%]
白噪声对分类人工神经网络性能的影响及其抑制策略
N Semenova,D Brunner
N Semenova
In recent years, the hardware implementation of neural networks, leveraging physical coupling and analog neurons has substantially increased in relevance. Such nonlinear and complex physical networks provide significant advantages in speed ...
A unified quantification of synchrony in globally coupled populations with the Wiener order parameter [0.03%]
结合Wiener顺序参数的全局耦合种群同步性的统一量化方法
Arkady Pikovsky,Michael Rosenblum
Arkady Pikovsky
We tackle the quantification of synchrony in globally coupled populations. Furthermore, we treat the problem of incomplete observations when the population mean field is unavailable, but only a small subset of units is observed. We introduc...
Spatiotemporal dynamics of prey-predator model incorporating Holling-type II functional response with fear and its carryover effects [0.03%]
具有恐惧及其后遗效应的Holling-II功能反应的食饵捕食者模型的时空动力学
Balram Dubey,Anand Singh,Anshu
Balram Dubey
The recent focus in the fields of biology and ecology has centered on the significant attention given to the mathematical modeling and analyzing the spatiotemporal population distribution among species engaged in interactions. This paper ex...
Gadi Fibich,Tomer Levin
Gadi Fibich
Spreading (diffusion) of innovations is a stochastic process on social networks. When the key driving mechanism is the peer effect (word of mouth), the rate at which the aggregate adoption level increases with time depends strongly on the n...
Predict the prevalence and incidence of Parkinson's disease using fractal interpolation-LSTM model [0.03%]
基于分形插值-LSTM模型预测帕金森病的流行率和发病率
Zhong Dai,Shutang Liu,Changan Liu
Zhong Dai
The investigation of the prediction of disease population is a noticeable exploration topic in the field of sciences. As a type of neurological disease, the incidence and prevalence of Parkinson's disease are still difficult to accurately s...
Non-trivial relationship between behavioral avalanches and internal neuronal dynamics in a recurrent neural network [0.03%]
行为avalanche与递归神经网络中的内部神经动力学之间的非平凡关系
Anja Rabus,Maria Masoliver,Aaron J Gruber et al.
Anja Rabus et al.
Neuronal activity gives rise to behavior, and behavior influences neuronal dynamics, in a closed-loop control system. Is it possible then, to find a relationship between the statistical properties of behavior and neuronal dynamics? Measurem...
A multiscale symbolic approach to decoding delta and ripple oscillation bands as biomarkers for epileptiform discharges [0.03%]
一种多尺度符号方法解码delta和ripple振荡带作为癫痫样放电的生物标志物的研究
Mauro Granado,Santiago Collavini,Nataniel Martinez et al.
Mauro Granado et al.
We use a multiscale symbolic approach to study the complex dynamics of temporal lobe refractory epilepsy employing high-resolution intracranial electroencephalogram (iEEG). We consider the basal and preictal phases and meticulously analyze ...
Contagion dynamics in time-varying metapopulation networks with node's activity and attractiveness [0.03%]
具有节点活动和吸引力的时变多人口网络中的传染动力学
Lang Zeng,Ming Tang,Ying Liu et al.
Lang Zeng et al.
The metapopulation network model is a mathematical framework used to study the spatial spread of epidemics with individuals' mobility. In this paper, we develop a time-varying network model in which the activity of a population is correlate...
Intermittent-like synchronization and desynchronization phenomena in a Colpitts network model [0.03%]
科普利特振荡器网络模型中的间歇态同步与脱同步现象研究
Victor E Camargo,Patrick Louodop,Hilda A Cerdeira et al.
Victor E Camargo et al.
This study investigates the dynamics of a modified Colpitts oscillator, exhibiting complex periodic and chaotic behaviors. Our research explores the dynamics and synchronization of coupled chaotic Colpitts oscillators, crucial for understan...
Spatiotemporal patterns corresponding to phase synchronization and generalized synchronization states of thermoacoustic instability [0.03%]
热声不稳定相同步和广义同步状态的时空演化模式研究
Samadhan A Pawar,Midhun P Raghunath,Reeja K Valappil et al.
Samadhan A Pawar et al.
Thermoacoustic instability in turbulent combustion systems emerges from the complex interplay among the flame, flow, and acoustic subsystems. While the onset of thermoacoustic instability exhibits a global order, the characteristics of loca...