Results 31 to 40 of about 349,230 (288)

PNNARMA model: an alternative to phenomenological models in chemical reactors [PDF]

open access: yes, 2001
This paper is focused on the development of non-linear neural models able to provide appropriate predictions when acting as process simulators. Parallel identification models can be used for this purpose.
Galván, Inés M.   +2 more
core   +3 more sources

Sequential Convolutional Recurrent Neural Networks for Fast Automatic Modulation Classification

open access: yesIEEE Access, 2021
A novel and efficient end-to-end learning model for automatic modulation classification is proposed for wireless spectrum monitoring applications, which automatically learns from the time domain in-phase and quadrature data without requiring the design ...
Kaisheng Liao   +4 more
doaj   +1 more source

Feed-forward chains of recurrent attractor neural networks with finite dilution near saturation [PDF]

open access: yes, 2005
A stationary state replica analysis for a dual neural network model that interpolates between a fully recurrent symmetric attractor network and a strictly feed-forward layered network, studied by Coolen and Viana, is extended in this work to account for ...
Metz, F. L., Theumann, W. K.
core   +1 more source

Application of Deep Learning in the Prediction of Benign and Malignant Thyroid Nodules on Ultrasound Images

open access: yesIEEE Access, 2020
In this paper, ultrasound imaging of benign and malignant thyroid nodules to predict the depth of the learning algorithm, built on circulation volume product thyroid ultrasound image neural network forecasting model.
Yinghui Lu, Yi Yang, Wan Chen
doaj   +1 more source

Forecasting the Cumulative COVID-19 Cases in Indonesia Using Flower Pollination Algorithm

open access: yesComputation, 2022
Coronavirus disease 2019 (COVID-19) was declared as a global pandemic by the World Health Organization (WHO) on 12 March 2020. Indonesia is reported to have the highest number of cases in Southeast Asia.
Afiahayati   +7 more
doaj   +1 more source

An Improved Recurrent Neural Network for Industrial IoT Botnet Attack Detection

open access: yesЖурнал інженерних наук
This research aims to improve the Industrial Internet of Things (IIoT) security, which fosters technological confidence and promotes expansion. The IIoT is mainly used in manufacturing, oil, and gas to avoid botnet attacks.
G. Suneetha, D.H. Priya
doaj   +1 more source

Classification of postoperative surgical site infections from blood measurements with missing data using recurrent neural networks

open access: yes, 2017
Clinical measurements that can be represented as time series constitute an important fraction of the electronic health records and are often both uncertain and incomplete.
Bianchi, Filippo Maria   +5 more
core   +1 more source

Evaluation of the Performance of Feedforward and Recurrent Neural Networks in Active Cancellation of Sound Noise [PDF]

open access: yesJournal of Intelligent Procedures in Electrical Technology, 2012
Active noise control is based on the destructive interference between the primary noise and generated noise from the secondary source. An antinoise of equal amplitude and opposite phase is generated and combined with the primary noise.
Mehrshad Salmasi, Homayoun Mahdavi-Nasab
doaj  

Scaling Recurrent Neural Network Language Models

open access: yes, 2015
This paper investigates the scaling properties of Recurrent Neural Network Language Models (RNNLMs). We discuss how to train very large RNNs on GPUs and address the questions of how RNNLMs scale with respect to model size, training-set size ...
Ash, Tom   +4 more
core   +1 more source

A Cre‐dependent lentiviral vector for neuron subtype‐specific expression of large proteins

open access: yesFEBS Letters, EarlyView.
We designed a versatile and modular lentivector comprising a Cre‐dependent switch and self‐cleaving 2A peptide and tested it for co‐expression of GFP and a 2.8 kb gene of interest (GOI) in mouse cortical parvalbumin (PV+) interneurons and midbrain dopamine (TH+) neurons.
Weixuan Xue   +6 more
wiley   +1 more source

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