[PDF][PDF] An overview of neural network

M Islam, G Chen, S Jin - American Journal of Neural Networks and …, 2019 - academia.edu
overview of artificial neural network. The artificial neural network learns by updating the
network architecture and connection weights so that the network can efficiently perform a task. It …

Deep cybersecurity: a comprehensive overview from neural network and deep learning perspective

IH Sarker - SN Computer Science, 2021 - Springer
… , convolutional neural network, recurrent neural network or … , deep belief networks, generative
adversarial network, deep … overview from the perspective of these neural networks and …

An overview of convolutional neural network: Its architecture and applications

S Sakib, N Ahmed, AJ Kabir, H Ahmed - 2019 - preprints.org
… In this paper, we have reviewed the fundamental architecture of the convolutional neural
network. … Finally, we have described several applications of the convolutional neural network. …

Siamese neural networks: An overview

D Chicco - Artificial neural networks, 2021 - Springer
… The two neural networks are both feedforward perceptrons, and … The output generated
by a siamese neural network … In this overview we first describe the siamese neural network

Convolutional neural networks: an overview and its applications in pattern recognition

A Patil, M Rane - … and Communication Technology for Intelligent Systems …, 2021 - Springer
… For perception, scientists found that a neural network was the … on it shows that the neural
network system for machines could … Our neural network is just working on a new image during …

Overview of the neural network compression and representation (NNR) standard

H Kirchhoffer, P Haase, W Samek… - … on Circuits and …, 2021 - ieeexplore.ieee.org
… standard for efficient compression of neural networks (NNs). … together with external neural
network formats and frameworks. … This paper provides an overview of the technical features …

A survey on deep neural network compression: Challenges, overview, and solutions

R Mishra, HP Gupta, T Dutta - arXiv preprint arXiv:2010.03954, 2020 - arxiv.org
… Therefore, it is beneficial to provide a thorough overview of the DNN … This paper presents a
systematic overview of DNN … In this work, we illustrate the overview of existing approaches on …

Recurrent neural networks (rnns): A gentle introduction and overview

RM Schmidt - arXiv preprint arXiv:1912.05911, 2019 - arxiv.org
… “Video Tagging” have been using Recurrent Neural Networks as the foundation for their …
overview over some of the most important concepts in the realm of Recurrent Neural Networks

A survey of convolutional neural networks: analysis, applications, and prospects

Z Li, F Liu, W Yang, S Peng… - … on neural networks and …, 2021 - ieeexplore.ieee.org
… Second, we provide an overview of various convolutions. Third, some classic and
advanced CNN models are introduced; especially those key points making them reach state-of-the-art …

Deep neural network-based relation extraction: an overview

H Wang, K Qin, RY Zakari, G Lu, J Yin - Neural Computing and …, 2022 - Springer
Abstract Knowledge is a formal way of understanding the world, providing human-level
cognition and intelligence for the next-generation artificial intelligence (AI). An effective way to …