Results 61 to 70 of about 92,424 (280)
Unmanned Aerial Vehicle Acoustic Localization Using Multilayer Perceptron
Applied Artificial Intelligence, 2021 Unmanned Aerial Vehicles (UAVs), in recent years, are developing rapidly. However, when fly into private residences or public areas without authorizations, UAVs pose latent threats to personal privacy and public security.
Hansen Liu +3 more
doaj +1 more source
Continual Learning for Multimodal Data Fusion of a Soft Gripper
Advanced Robotics Research, EarlyView.Models trained on a single data modality often struggle to generalize when exposed to a different modality. This work introduces a continual learning algorithm capable of incrementally learning different data modalities by leveraging both class‐incremental and domain‐incremental learning scenarios in an artificial environment where labeled data is ...
Nilay Kushawaha, Egidio Falotico
wiley +1 more source
Generative Adversarial Networks for Financial Trading Strategies Fine-Tuning and Combination [PDF]
, 2019 Systematic trading strategies are algorithmic procedures that allocate assets aiming to optimize a certain performance criterion. To obtain an edge in a highly competitive environment, the analyst needs to proper fine-tune its strategy, or discover how ...
Firoozye, Nick +2 more
core +1 more source
Generalization ability of a perceptron with non-monotonic transfer function
, 1998 We investigate the generalization ability of a perceptron with non-monotonic transfer function of a reversed-wedge type in on-line mode. This network is identical to a parity machine, a multilayer network. We consider several learning algorithms.
Inoue, Jun-ichi +2 more
core +1 more source
Advanced Robotics Research, EarlyView.This study explores how information processing is distributed between brains and bodies through a codesign approach. Using the “backpropagation through soft body” framework, brain–body coupling agents are developed and analyzed across several tasks in which output is generated through the agents’ physical dynamics.
Hiroki Tomioka +3 more
wiley +1 more source
Remote Sensing, 2018 This work presents quantitative prediction of severity of the disease caused by Phytophthora infestans in potato crops using machine learning algorithms such as multilayer perceptron, deep learning convolutional neural networks, support vector regression,
Julio M. Duarte-Carvajalino +5 more
doaj +1 more source
Cleft prediction before birth using deep neural network
Health Informatics Journal, 2020 In developing countries like Pakistan, cleft surgery is expensive for families, and the child also experiences much pain. In this article, we propose a machine learning–based solution to avoid cleft in the mother’s womb.
Numan Shafi +5 more
doaj +1 more source
De Novo Multi‐Mechanism Antimicrobial Peptide Design via Multimodal Deep Learning
Advanced Science, EarlyView.Current AI‐driven peptide discovery often overlooks complex structural data. This study presents M3‐CAD, a generative pipeline that leverages 3D voxel coloring and a massive database of over 12 000 peptides to capture nuanced physicochemical contexts.
Xiaojuan Li +23 more
wiley +1 more source
Channel Equalization Using Multilayer Perceptron Networks [PDF]
Mehran University Research Journal of Engineering and Technology, 2012 In most digital communication systems, bandwidth limited channel along with multipath propagation causes ISI (Inter Symbol Interference) to occur. This phenomenon causes distortion of the given transmitted symbol due to other transmitted symbols.
Saba Baloch +2 more
doaj
Remote sensing tree classification with a multilayer perceptron [PDF]
PeerJ, 2019 To accelerate scientific progress on remote tree classification—as well as biodiversity and ecology sampling—The National Institute of Science and Technology created a community-based competition where scientists were invited to contribute informatics ...
G Rex Sumsion +4 more
doaj +2 more sources