Results 61 to 70 of about 156,045 (186)

Three Hour Ahead PV Power Forecasting with Bidirectional Recurrent Networks: Insights into Monthly Variability

Revue des Énergies Renouvelables
Despite extensive research into PV power forecast models, their monthly performance is rarely thoroughly examined, creating gaps in our understanding of their accuracy and applicability across different times of the year. This paper focuses on evaluating
Ferial El Robrini, Badia Amrouche
doaj   +1 more source

Music Generation Based on Bidirectional GRU Model

Highlights in Science, Engineering and Technology
Lately, substantial advancements in the realm of deep learning have given rise to new approaches for autonomously generating music. This study has devised a generative framework intended to produce musical melodies. This framework capitalizes on bidirectional gated recurrent units (GRU) as its foundational architecture. To impart knowledge to the model,
openaire   +1 more source

Optimizing RNNs for EMG Signal Classification: A Novel Strategy Using Grey Wolf Optimization

Bioengineering
Accurate classification of electromyographic (EMG) signals is vital in biomedical applications. This study evaluates different architectures of recurrent neural networks for the classification of EMG signals associated with five movements of the right ...
Marcos Aviles, José Manuel Alvarez-Alvarado, Jose-Billerman Robles-Ocampo , Perla Yazmín Sevilla-Camacho , Juvenal Rodríguez-Reséndiz   +4 more
doaj   +1 more source

Prediction of boiler water quality in the petrochemical industry based on BiLSTM-GRU model

Gongye shui chuli
In order to effectively monitor the changes in boiler water quality during the petrochemical process and optimize the water treatment process, a BiLSTM-GRU model combining bidirectional long short-term memory(BiLSTM) and gated recurrent unit (GRU) was ...
CHEN Yao, CHEN Zhengxi, LIU Changwei, LIU Qingjie, WANG Yan, WANG Shengnan   +5 more
doaj   +1 more source

Bidirectional A*: comparing balanced and symmetric heuristic methods [PDF]

A widely known algorithm for ¯nding the shortest path in a network is Bidirectional A*. The version of bidirectional A* that is considered the most appropriatehitherto, uses so-called balanced heuristic estimates.
Post, H., Pijls, W.H.L.M.
core  

ABCDM: An Attention-based Bidirectional CNN-RNN Deep Model for sentiment analysis

, 2021
Sentiment analysis has been a hot research topic in natural language processing and data mining fields in the last decade. Recently, deep neural network (DNN) models are being applied to sentiment analysis tasks to obtain promising results. Among various
U. Rajendra Acharya, Abdar, Moloud, Shahla Nemati, Erik Cambria, Nemati, Shahla, Cambria, Erik, Acharya, U. Rajendra, Basiri, Mohammad Ehsan, Mohammad Ehsan Basiri, Moloud Abdar   +9 more
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Throughput improvement on bidirectional Fano algorithm [PDF]

, 2010
Recently, we introduced a bidirectional Fano algorithm (BFA) [10] which can achieve much higher decoding throughput compared to the regular unidirectional Fano algorithm (UFA), especially at low signal-to-noise-ratio (SNR).
Koçak, T, Taskin Kocak, Morris, KA, Woodward, G, Ran Xu, Kevin Morris, Xu, R, Graeme Woodward   +7 more
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Correction: Detection method of absence seizures based on Resnet and bidirectional GRU. [PDF]

Acta Epileptol, 2023
Li L, Zhang H, Liu X, Li J, Li L, Liu D, Min J, Zhu P, Xia H, Wang S, Wang L.   +10 more
europepmc   +1 more source

A Hybrid Bidirectional Long Short-Term Memory and Bidirectional Gated Recurrent Unit Architecture for Protein Secondary Structure Prediction

IEEE Access
Protein secondary structure prediction plays a pivotal role in deciphering protein function and structure, with implications for drug discovery, functional annotation, and molecular biology research.
Vrushali Bongirwar, A. S. Mokhade
doaj   +1 more source

A novel network security situation assessment model based on multiple strategies whale optimization algorithm and bidirectional GRU. [PDF]

PeerJ Comput Sci, 2023
Zhang S, Fu Q, An D, He Z, Liu Z.
europepmc   +1 more source