Results 71 to 80 of about 4,805,610 (298)
Multi-step ahead streamflow forecasting method using Embedding Multi-Layer Perceptron
Journal of Hydrology: Regional StudiesStudy region: Three flood-prone watersheds in Iowa, U.S.: the Clear Creek Watershed, the Upper Wapsipinicon River Watershed, and the Iowa River Watershed. Study focus: Reliable and computationally efficient multi-step ahead streamflow forecasting remains
Yinghui Li, Soohyun Yang
doaj +1 more source
Advanced Science, EarlyView.ABSTRACT Methane's efficient catalytic removal is vital for sustainable development. Bimetallic catalysts, though promising for methane activation, pose a design challenge due to their complex compositional space. This work introduces an integrated framework that combines high‐throughput density functional theory (DFT) and interpretable machine ...
Mingzhang Pan +8 more
wiley +1 more source
Multi-Layer Perceptron Model on Chip for Secure Diabetic Treatment
IEEE Access, 2018 Diabetic patients use therapy from the insulin pump, a type of implantable medical device, for the infusion of insulin to control blood glucose level.
Heena Rathore +5 more
doaj +1 more source
Physics‐Informed Neural Network‐Enabled Forward Prediction and Inverse Design of Ring Origami
Advanced Science, EarlyView.This work presents a KRT‐PINN framework that integrates Kirchhoff rod theory with physics‐informed neural networks for the forward prediction and inverse design of ring origami consisting of closed‐loop rods. The framework predicts stable states of segmented rings with prescribed natural‐curvature profiles and determines the natural‐curvature profiles ...
Luyuan Ning +3 more
wiley +1 more source
Tighter Guarantees for the Compressive Multi-layer Perceptron [PDF]
, 2018 We are interested in theoretical guarantees for classic 2-layer feed-forward neural networks with sigmoidal activation functions, having inputs linearly compressed by random projection. Due to the speedy increase of the dimensionality of modern data sets, and the development of novel data acquisition devices in compressed sensing, a proper ...
Ata Kabán, Yamonporn Thummanusarn
openaire +1 more source
Advanced Science, EarlyView.Here, we present an optoelectronic synaptic memtransistor (OSMT) integrating photoresponsive IGZO with contact‐engineered HfO2, enabling electrically and optically tunable synaptic weights. The device demonstrates broad range of tunable conductance states and array‐level image processing, highlighting its potential for intelligent machine vision ...
Donghyun Kang +6 more
wiley +1 more source
Speech Recognition Using a Discriminative, Context-Independent, Segment-Based Speech Recognizer
, 2007 In this paper, we describe important improvements that were recently introduced in our Discriminative Stochastic Segment Model (DSSM) speech recognizer.
Bart Baeyens +3 more
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Advanced Science, EarlyView.A pneumatically actuated multi‐tissue microphysiological system is integrated with AI‐based machine vision and automatic sampling and replenishment systems. The platform allows for the emulation of translationally relevant long‐term pharmacokinetic exposure scenarios for multiple weeks while enabling longitudinal monitoring of response biomarkers ...
Jibbe Keulen +15 more
wiley +1 more source
International Journal of Advanced Robotic SystemsThe model predictive control trajectory planner is a popular and effective robot local motion planner. However, it is challenging to satisfy real-time requirements and implement them on embedded platforms due to their high complexity of solving and ...
Xiaoqing Guan +7 more
doaj +1 more source
, 1992 This report examines the fault tolerance of multi-layer perceptron networks. First, the operation of a single perceptron unit is analysed, and it is found that they are highly fault tolerant. This suggests that neural networks composed from these units
George Bolt, Perceptron Networks George
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