Complex Neural Networks

Anfu Lai Embedded Weekly Report Issue 352: March 2025 – April 3, 2025

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Anfu Lai Embedded Weekly Report Issue 352: March 2025 - April 3, 2025

Description:Thank you all for your attention, and we will continue to summarize the exciting content from last month. 1Handheld Open Source Terminal, Supports Scientific Calculator, Function Plotting, I2C/SPI External Sensors, etc. Currently supports scientific calculator, function plotting, I2C/SPI external sensors, etc. Specifications Effect: 2Parametric Array-Based Directional Speaker This is a parametric array-based directional speaker composed … Read more

Design of an Intelligent Car for Robotics Education

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Design of an Intelligent Car for Robotics Education

Abstract Currently, robotics education in China is primarily theoretical, with limited practical opportunities. It is necessary to provide economical and practical experimental devices to guide students in engaging with artificial intelligence algorithms and robot control. This intelligent car uses the AT-SAMD21G18A chip as its core, utilizing four photoresistors to collect light intensity information, and selects … Read more

How NPU Has Developed and Factors Affecting Its Performance

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How NPU Has Developed and Factors Affecting Its Performance

(Comprehensive report by Electronic Enthusiasts Network) NPU is a hardware processor specifically designed to accelerate neural network computations. With the rapid development of artificial intelligence and deep learning technologies, traditional CPUs and GPUs struggle to handle complex neural network computations, which is why NPUs were designed. How NPU Has Developed As early as 2011, Google … Read more

Efficient Deep Learning Computation: From TinyML to LargeLM

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Efficient Deep Learning Computation: From TinyML to LargeLM

Deep learning dominates various fields and fundamentally changes human society. Efficiency is a key factor in democratizing deep learning and expanding its application scope. This has become increasingly important as Moore’s Law slows down and the pace of model size expansion accelerates. We need efficient algorithms and systems to help bridge this gap. In this … Read more

Crane Wheel Pressure Detection Method Using Sensor Array and Neural Network

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Crane Wheel Pressure Detection Method Using Sensor Array and Neural Network

This Issue’s Paper Share 2024 Crane Wheel Pressure Detection Method Using Sensor Array and Neural Network Authors: Wan Dang, Zhang Chong, Wang Jinwen Abstract: To accurately and conveniently conduct crane wheel pressure testing, this paper develops a wheel pressure detection sample based on the strain-wheel pressure model. The strain generated under the crane wheel is … Read more

Adversarial Attacks for Neural Network Based Industrial Soft Sensors

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Adversarial Attacks for Neural Network Based Industrial Soft Sensors

Reference:Chen, Lei, Qun xiong Zhu, and Yan-Lin He. “Adversarial attacks for neural network based industrial soft sensors: Mirror output attack and translation mirror output attack.” IEEE Transactions on Industrial Informatics (2023). PART.00Article Information Journal Information: IEEE Transactions on Industrial Informatics (CAS Q1, JCR Q1 TOP, IF=11.7) Author Affiliations: the College of Information Science and Technology, … Read more

How Brain Research Inspires Ultra-Low Power AI Models and Algorithms

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Introduction How brain research inspires better AI design is a key topic for our AI by Complexity reading group. The tenth session will be shared by Professor Yu Guo from Fudan University, who will provide a theoretical analysis of phenomena such as high sparsity, variability, and energy efficiency, deepening our understanding of the efficient functioning … Read more

Edge Computing and Its Application in Video Structuring

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Edge Computing and Its Application in Video Structuring

1 Introduction In recent years, with the continuous increase in security needs, the number of surveillance cameras has exploded. According to relevant predictions, by 2023, video streams will account for 80% of total internet traffic. The method of protection through video surveillance will play an important role in the security field. At the same time, … Read more

Integrating MoE into LoRA: The Birth of a Paper

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Integrating MoE into LoRA: The Birth of a Paper

Source: PaperWeekly This article is about 2800 words long and is recommended to be read in 6 minutes. This article mainly introduces how a paper is born. Nothing will work unless you do. ——Maya Angelou This article mainly introduces how a paper is born. The basic information of the article is as follows: Paper Title: … Read more