1D CNN

Understanding Convolutional Neural Networks (CNN)

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Understanding Convolutional Neural Networks (CNN)

Convolutional Neural Networks are a type of feedforward neural network that includes convolutional operations and has a deep structure, representing one of the key algorithms in deep learning. This article aims to introduce the basic concepts and structures of CNN, as well as the fundamental ideas behind CNN architecture design. This article is packed with … Read more

Practical Training in AI Python Machine Learning and Deep Learning

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Practical Training in AI Python Machine Learning and Deep Learning

01 Training Overview Python has become one of the most popular programming languages: according to the latest TIOBE rankings, Python has surpassed C# and is now among the top four most popular languages globally, alongside Java, C, and C++. The simplicity, readability, and extensibility of Python, along with its numerous extension libraries, create a development … Read more

Quantitative Abnormality Diagnosis Method for Power Batteries Based on 1D CNN-LSTM

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Quantitative Abnormality Diagnosis Method for Power Batteries Based on 1D CNN-LSTM

In the 2024 issue 7 of “Automobile Engineering”, the research results from the School of Mechanical and Automotive Engineering at South China University of Technology were published: “A Quantitative Diagnosis Method for Power Battery Faults Based on 1D CNN-LSTM Considering Cell Abnormalities”. The paper combines three types of features: the vehicle’s motion state, the drive … Read more