Deep learning applicationsImage classificationTransfer learningMedical image analysisSupervised learningFPGAIn the last few years, the deep learning (DL) computing paradigm has been deemed the Gold Standard in the machine learning (ML) community. Moreover, it has gradually become the most widely used ...
In the field of ML, DL, due to its considerable success, is currently one of the most prominent research trends. In this paper, an overview of DL is presented that adopts various perspectives such as the main concepts, architectures, challenges, applications, computational tools and evolution ma...
This article delves into the fascinating field of 《深度学习英文》(Deep Learning in English), exploring its core concepts, methodologies, and applications. We will examine the fundamental principles behind this transformative technology, highlighting its key features and differentiating...
This paper focuses on three areas: the computing hardware and software systems that are driving this progress; some exciting application examples of machine learning over the past decade; and how we can create more powerful machine learning systems to truly enable the creation of intelligent machines...
A review of graph neural networks: concepts, architectures, techniques, challenges, datasets, applications, and future directions 2024, The Author(s).Deep learning has seen significant growth recently and is now applied to a wide range of conventional use cases, including graphs. Grap... B ...
Deep Learning Methods for Vision 热度: An Introduction to the Deep Soil Mixing Methods as Used in Geotechnical Applications 热度: FoundationsandTrends R inSignalProcessing Vol.7,Nos.3–4(2013)197–387 c2014L.DengandD.Yu DOI:10.1561/2000000039 ...
Basic concepts Activation functions Activation functions form the non-linear layers in all deep learning frameworks; and their combinations with other layers are used to simulate the non-linear transformation from the input to the output [62]. Therefore, better feature extraction can be achieved by ...
一个优秀的人肯定是不会放弃对于新技术的追求,这样一位优秀的研究人员与作家肯定也不会,所以在 2023 年底,我们得到了这样一份新年礼物《Deep Learning Foundations and Concepts》。 先看看推荐者吧,上一次我见到这三个推荐者的 名字在一起叫做:2018 年图灵奖得主:深度学习三巨头。他们是:Yoshua Bengio、Geoffrey ...
Deep learning (DL), a branch of machine learning (ML) and artificial intelligence (AI) is nowadays considered as a core technology of today’s Fourth Industrial Revolution (4IR or Industry 4.0). Due to its learning capabilities from data, DL technology originated from artificial neural network ...