Results 71 to 80 of about 298,507 (214)

Applying a Recurrent Neural Network-Based Deep Learning Model for Gene Expression Data Classification [PDF]

, 2023
Sergii Babichev, Ihor Liakh, Irina Kalinina   +2 more
openalex   +1 more source

Enhancing Performance of a Deep Neural Network: A Comparative Analysis of Optimization Algorithms

Advances in Distributed Computing and Artificial Intelligence Journal, 2020
Adopting the most suitable optimization algorithm (optimizer) for a Neural Network Model is among the most important ventures in Deep Learning and all classes of Neural Networks. It’s a case of trial and error experimentation.
Noor Fatima
doaj   +1 more source

Multi-Step Physics-Informed Deep Operator Neural Network for Directly Solving Partial Differential Equations

Applied Sciences
This paper establishes a method for solving partial differential equations using a multi-step physics-informed deep operator neural network. The network is trained by embedding physics-informed constraints.
Jing Wang, Yubo Li, Anping Wu, Zheng Chen, Jun Huang, Qingfeng Wang, Feng Liu   +6 more
doaj   +1 more source

EDNC: Ensemble Deep Neural Network for COVID-19 Recognition [PDF]

, 2022
Lin Yang, Shuihua Wang‎, Yudong Zhang
openalex   +1 more source

Deep learning for chemoinformatics

大数据, 2017
Deep learning have been successfully used in computer vision，speech recognition and natural language processing，leading to the rapid development of artificial intelligence.The key technology of deep learning was also applied to chemoinformatics，speeding ...
Youjun XU, Jianfeng PEI
doaj  

An End-to-End Deep Neural Network for Autonomous Driving Designed for Embedded Automotive Platforms

Sensors, 2019
In this paper, one solution for an end-to-end deep neural network for autonomous driving is presented. The main objective of our work was to achieve autonomous driving with a light deep neural network suitable for deployment on embedded automotive ...
Jelena Kocić, Nenad Jovičić, Vujo Drndarević   +2 more
doaj   +1 more source

Pelvic U-Net: multi-label semantic segmentation of pelvic organs at risk for radiation therapy anal cancer patients using a deeply supervised shuffle attention convolutional neural network [PDF]

, 2022
Michael Lempart, Martin Nilsson, Jonas Scherman, Christian Jamtheim Gustafsson, Mikael Nilsson, Sara Alkner, Jens Engleson, Gabriel Adrian, Per Munck af Rosenschöld, Lars Olsson   +9 more
openalex   +1 more source

Artificial Intelligence-Assisted Decision-Making Method for Legal Judgment Based on Deep Neural Network [PDF]

, 2022
Wenqing Ma
openalex   +1 more source

Forecasting of COVID-19 using deep layer Recurrent Neural Networks (RNNs) with Gated Recurrent Units (GRUs) and Long Short-Term Memory (LSTM) cells

, 2021
K.E. ArunKumar, Dinesh V. Kalaga, Ch. Mohan Sai Kumar, Masahiro Kawaji, Timothy M. Brenza   +4 more
openalex   +2 more sources

Insight mixed deep neural network architectures for molecular representation

Alexandria Engineering Journal
Learning molecular representation is a crucial task in the field of drug discovery, particularly for various specific applications such as predicting molecular properties.
Tianze Zhao, Zhenyu Yin, Yong Lu, Shaocong Cheng, Chunyan Li   +4 more
doaj   +1 more source