Results 41 to 50 of about 219,337 (309)
Piecewise Linear Regression Based on Plane Clustering
IEEE Access, 2019 Piecewise linear regressions have shown many successful applications in image denoising, signal process, and data mining fields. In essence, they attempt to seek multiple linear functions (piecewise/stepwise function) to fit the given scatter data points
Xubing Yang +6 more
doaj +1 more source
3D‐Printed Serial Snap‐Through Architectures for Programmable Mechanical Response
Advanced Engineering Materials, EarlyView.A serial snap‐through architecture is realized using compact 3D‐printed von Mises truss units arranged in a staged cascade. Their geometry and boundary conditions program multistage mechanical responses with plateaux and re‐hardening regimes. An inverted‐compliance model predicts these behaviors and enables analytical design of programmable force ...
Filipe A. Santos
wiley +1 more source
Discontinuous differential equation for modelling the Antarctic Circumpolar Current
Communications in Analysis and MechanicsIn this paper, we were concerned with the existence of the solution related to the discontinuous differential equation, which corresponded to the stratification phenomenon in the Antarctic Circumpolar Current (ACC). By considering the piecewise vorticity
Michal Fečkan, Shan Li, JinRong Wang
doaj +1 more source
Abstract and Applied Analysis, 2013 An algorithm to compute the Lyapunov exponents of piecewise linear function-based multidirectional multiscroll chaotic oscillators is reported. Based on the m regions in the piecewise linear functions, the suggested algorithm determines the individual ...
Jesus Manuel Munoz-Pacheco +3 more
doaj +1 more source
Discrete piecewise linear functions
European Journal of Combinatorics, 2010 The concept of permutograph is introduced and properties of integral functions on permutographs are established. The central result characterizes the class of integral functions that are representable as lattice polynomials. This result is used to establish lattice polynomial representations of piecewise linear functions on convex domains and ...
openaire +3 more sources
On the Importance of Normalisation Layers in Deep Learning with Piecewise Linear Activation Units
, 2015 Deep feedforward neural networks with piecewise linear activations are currently producing the state-of-the-art results in several public datasets.
Carneiro, Gustavo, Liao, Zhibin
core +1 more source
Advanced Materials, EarlyView.Screen gate‐based transistors are presented, enabling tunable analog sigmoid and Gaussian activations. The SA‐transistor improves MRI classification accuracy, while the GA‐transistor supports precise Gaussian kernel tuning for forecasting. Both functions are implemented in a single device, offering compact, energy‐efficient analog AI processing ...
Junhyung Cho +9 more
wiley +1 more source
Optimal Control for a Class of Chaotic Systems
Journal of Applied Mathematics, 2012 This paper proposes the optimal control methods for a class of chaotic systems via state feedback. By converting the chaotic systems to the form of uncertain piecewise linear systems, we can obtain the optimal controller minimizing the upper bound on ...
Jianxiong Zhang, Wansheng Tang
doaj +1 more source
Stability of Traveling Fronts in a Neural Field Model
Mathematics, 2023 We investigate the stability of traveling front solutions in the neural field model. This model has been studied intensively regarding propagating patterns with saturating Heaviside gain for neuron firing activity.
Dominick Macaluso, Yixin Guo
doaj +1 more source
Piecewise Linear Function Fitting via Mixed-Integer Linear Programming
INFORMS Journal on Computing, 2020 Piecewise linear (PWL) functions are used in a variety of applications. Computing such continuous PWL functions, however, is a challenging task. Software packages and the literature on PWL function fitting are dominated by heuristic methods. This is true for both fitting discrete data points and continuous univariate functions.
Steffen Rebennack, Vitaliy Krasko
openaire +2 more sources