Search by keyword: "Keras"
Neural network learning to determine the maximum filling coefficient of the model energy condensed system polymer base with the powder components
| Authors: Sharov G.S. | Published: 30.08.2023 |
| Published in issue: #8(85)/2023 | |
| DOI: DOI: 10.18698/2541-8009-2023-8-927 | |
| Category: Aviation and Rocket-Space Engineering | Chapter: Aircrafts Development, Design and Manufacture | |
| Keywords: neural networks, perceptron, artificial intelligence, Python, Keras, granulometric composition optimization, limiting volumetric filling with dispersed particles, model energy condensed system | |
Malware recognition system based on the representation of a binary file in the form of an image with machine learning
| Authors: Panchekhin N.I., Desyatov A.G., Sidorkin A.D. | Published: 06.05.2023 |
| Published in issue: #4(81)/2023 | |
| DOI: DOI: 10.18698/2541-8009-2023-4-886 | |
| Category: Informatics, Computer Engineering and Control | Chapter: Methods and Systems of Information Protection, Information Security | |
| Keywords: malware detection, static analysis, deep learning, artificial neural network, software, Python, Keras, dataset | |
Development of a convolutional neural network model for the classification of Russian traffic signs
| Authors: Matveev D.A., Petrunicheva A.S. | Published: 19.10.2020 |
| Published in issue: #9(50)/2020 | |
| DOI: DOI: 10.18698/2541-8009-2020-9-640 | |
| Category: Informatics, Computer Engineering and Control | Chapter: System Analysis, Control, and Information Processing, Statistics | |
| Keywords: computer vision, convolutional neural network, neural network training, image classification problem, traffic sign classification, Russian Traffic Sign Dataset, Google Colaboratory, Keras | |