Results 11 to 20 of about 7,083,147 (335)

Recurrent Neural Network and Auto-Regressive Recurrent Neural Network for trend prediction of COVID-19 in India [PDF]

open access: yesITM Web of Conferences, 2022
On 31st December 2019 in Wuhan China, the first case of Covid-19 was reported in Wuhan, Hubei province in China. Soon world health organization has declared contagious coronavirus disease (COVID-19) as a global pandemic in the month of March 2020.
Bouhaddour Samya   +4 more
doaj   +1 more source

An infrastructure for neural network construction [PDF]

open access: yes, 2005
This thesis was submitted for the degree of Doctor of Philosophy and awarded by Brunel University.After many years of research the area of Artificial Intelligence is still searching for ways to construct a truly intelligent system.
Stewart, Richard
core   +7 more sources

Klasifikasi Teks Hadis Bukhari Terjemahan Indonesia Menggunakan Recurrent Convolutional Neural Network (CRNN)

open access: yesJurnal Teknologi Informasi dan Ilmu Komputer, 2021
Hadis merupakan sumber hukum dan pedoman kedua bagi umat Islam setelah Al-Qur’an dan banyak sekali hadis yang telah diriwayatkan oleh para ahli hadis selama ini.
Muhammad Yuslan Abu Bakar   +1 more
doaj   +1 more source

Discontinuities in Recurrent Neural Networks [PDF]

open access: yesNeural Computation, 1999
This article studies the computational power of various discontinuous real computational models that are based on the classical analog recurrent neural network (ARNN). This ARNN consists of finite number of neurons; each neuron computes a polynomial net function and a sigmoid-like continuous activation function.
Ricard Gavaldà, Hava T. Siegelmann
openaire   +2 more sources

Minute-wise frost prediction: An approach of recurrent neural networks

open access: yesArray, 2022
Frost events incur substantial economic losses to farmers. These events could induce damage to plants and crops by damaging the cells. In this article, a recurrent neural network-based method, automating the frost prediction process, is proposed.
Ian Zhou   +3 more
doaj   +1 more source

SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of Documents [PDF]

open access: yesAAAI Conference on Artificial Intelligence, 2016
We present SummaRuNNer, a Recurrent Neural Network (RNN) based sequence model for extractive summarization of documents and show that it achieves performance better than or comparable to state-of-the-art.
Ramesh Nallapati   +2 more
semanticscholar   +1 more source

Noisy Recurrent Neural Networks

open access: yesCoRR, 2021
38 ...
Soon Hoe Lim   +3 more
openaire   +4 more sources

A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction [PDF]

open access: yesInternational Joint Conference on Artificial Intelligence, 2017
The Nonlinear autoregressive exogenous (NARX) model, which predicts the current value of a time series based upon its previous values as well as the current and past values of multiple driving (exogenous) series, has been studied for decades. Despite the
Yao Qin   +5 more
semanticscholar   +1 more source

Spatio-temporal Graph Convolutional Neural Network: A Deep Learning Framework for Traffic Forecasting [PDF]

open access: yesInternational Joint Conference on Artificial Intelligence, 2017
Timely accurate traffic forecast is crucial for urban traffic control and guidance. Due to the high nonlinearity and complexity of traffic flow, traditional methods cannot satisfy the requirements of mid-and-long term prediction tasks and often neglect ...
Ting Yu, Hao-Teng Yin, Zhanxing Zhu
semanticscholar   +1 more source

On the quantization of recurrent neural networks

open access: yesCoRR, 2021
Integer quantization of neural networks can be defined as the approximation of the high precision computation of the canonical neural network formulation, using reduced integer precision. It plays a significant role in the efficient deployment and execution of machine learning (ML) systems, reducing memory consumption and leveraging typically faster ...
Jian Li, Raziel Alvarez
openaire   +2 more sources

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