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Deep Convolutional Neural Network for Fire Detection
Detection of smoke and fire using deep convolutional neural network to process video signals from camera.
Communication engineering and systems
- 2020 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Deep Networks with RBF Layers to Prevent Adversarial Examples
We propose a simple way to increase the robustness of deep neural network models to adversarial examples. The new architecture obtained by stacking deep neural network and RBF network is ...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2018 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Deep Neural Networks and Hidden Markov Models in i-vector-based Text-Dependent Speaker Verification
This article is about deep neural networks and hidden Markov models in i-vector-based text-dependent speaker verification.
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2016 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Deep neural network
The designed algorithm of deep neural network is a generalization of the back of the neural network (network depth), complemented by a forward pre-learning (depth learning) neural net...
Electrical and electronic engineering
- 2022 •
- R •
- Link
Rok uplatnění
R - Software
Výsledek na webu
Compression Artifacts Removal Using Convolutional Neural Networks
This paper shows that it is possible to train large and deep convolutional neural networks (CNN) for JPEG compression artifacts reduction....
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2016 •
- JSC •
- Link
Rok uplatnění
JSC - Článek v periodiku v databázi SCOPUS
Výsledek na webu
Multi-task Neural Networks For Speech Recognition
The article covers experiments on TIMIT database exploring the possibility of using multitask neural networks for speech recognition. Multi-task neural networks are deep neural networks s...
IN - Informatika
- 2014 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Deep Neural Network and Text Processing: A Literature Review
of the relevant facets of deep neural network use in NLP. (C) 2022 IEEE. on neural networks in their use of in text analysis. Neural networks were observedDeep learning is a pow...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2022 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Image contours detection with deep features and SVM
This contribution introduces the image contours detection based on the features extracted by a deep convolutional neural network. Popular pre-trained network VGG19 was used to extract 5504 different features for ea...
Applied mathematics
- 2018 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Deep Learning and Higher Degree F-transforms: Interpretable Kernels Before and After Learning
One of the current trends in the deep neural network technology consists-transform-based deep neural network in the domain of image processing with the focus-transform and first-layer kernels in t...
Applied mathematics
- 2020 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Historical Calibration of SVJD Models with Deep Learning
Main topics of the document: stochastic volatility; price jumps; SVJD; neural networks; deep learning; CNN...
Finance
- 2023 •
- O •
- Link
Rok uplatnění
O - Ostatní výsledky
Výsledek na webu
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