AIMC Topic: Records

Clear Filters Showing 41 to 50 of 74 articles

Single-Shot Object Detection via Feature Enhancement and Channel Attention.

Sensors (Basel, Switzerland) Sep 10, 2022
Features play a critical role in computer vision tasks. Deep learning methods have resulted in significant breakthroughs in the field of object detection, but it is still an extremely challenging obstacle when an object is very small. In this work, w...
Neural Networks, Computer Attention Volatile Organic Compounds Semantics Records
View on PubMed DOI

Deep learning for fast low-field MRI acquisitions.

Scientific reports Jul 6, 2022
Low-field (LF) MRI research currently gains momentum from its potential to offer reduced costs and reduced footprints translating into wider accessibility. However, the impeded signal-to-noise ratio inherent to lower magnetic fields can have a signif...
Retrospective Studies Deep Learning Magnetic Resonance Imaging Signal-To-Noise Ratio Records
View on PubMed DOI

Language models can learn complex molecular distributions.

Nature communications Jun 7, 2022
Deep generative models of molecules have grown immensely in popularity, trained on relevant datasets, these models are used to search through chemical space. The downstream utility of generative models for the inverse design of novel functional compo...
Neural Networks, Computer Language Learning Records
View on PubMed DOI

Rolling Bearing Fault Diagnosis Based on Markov Transition Field and Residual Network.

Sensors (Basel, Switzerland) May 23, 2022
Data-driven rolling-bearing fault diagnosis methods are mostly based on deep-learning models, and their multilayer nonlinear mapping capability can improve the accuracy of intelligent fault diagnosis. However, problems such as gradient disappearance ...
Neural Networks, Computer Learning Data Collection Vibration Records
View on PubMed DOI

Lyapunov stability criteria in terms of class K functions for Riemann-Liouville nabla fractional order systems.

ISA transactions May 17, 2022
This paper focuses on the problem of stability analysis for Riemann-Liouville nabla fractional order systems. On one hand, a useful comparison principle is built and then a rigorous proof is constructed for the well-known Lyapunov stability criterion...
Neural Networks, Computer Gamma Rays Records
View on PubMed DOI

TagSeq: Malicious behavior discovery using dynamic analysis.

PloS one May 16, 2022
In recent years, studies on malware analysis have noticeably increased in the cybersecurity community. Most recent studies concentrate on malware classification and detection or malicious patterns identification, but as to malware activity, it still ...
Neural Networks, Computer Registries Semantics Computer Security Records
View on PubMed DOI

Guaranteed cost-based feedback control design for fractional-order neutral systems with input-delayed and nonlinear perturbations.

ISA transactions May 9, 2022
Time delay in actuators is mainly caused by electrical and mechanical components. The effect is visible in the system response particularly when changing in the input command. Therefore, input delay is a problem in the control system design that must...
Neural Networks, Computer Algorithms Feedback Nonlinear Dynamics Uncertainty Records
View on PubMed DOI

MR-FPN: Multi-Level Residual Feature Pyramid Text Detection Network Based on Self-Attention Environment.

Sensors (Basel, Switzerland) Apr 27, 2022
With humanity entering the age of intelligence, text detection technology has been gradually applied in the industry. However, text detection in a complex background is still a challenging problem for researchers to overcome. Most of the current algo...
Neural Networks, Computer Algorithms Attention Semantics Records
View on PubMed DOI

Minimizing Global Buffer Access in a Deep Learning Accelerator Using a Local Register File with a Rearranged Computational Sequence.

Sensors (Basel, Switzerland) Apr 18, 2022
We propose a method for minimizing global buffer access within a deep learning accelerator for convolution operations by maximizing the data reuse through a local register file, thereby substituting the local register file access for the power-hungry...
Deep Learning Records
View on PubMed DOI

Toward Exploiting Second-Order Feature Statistics for Arbitrary Image Style Transfer.

Sensors (Basel, Switzerland) Mar 29, 2022
Generating images of artistic style from input images, also known as image style transfer, has been improved in the quality of output style and the speed of image generation since deep neural networks have been applied in the field of computer vision...
Neural Networks, Computer Image Processing, Computer-Assisted Records
View on PubMed DOI
Popular Topics
Recent Journals