Complex Neural Networks

How to Write LoRA Code from Scratch: A Tutorial

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How to Write LoRA Code from Scratch: A Tutorial

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP graduate students, university professors, and corporate researchers.The vision of the community is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for beginners. Reprinted from | Machine … Read more

Building Brain-like Visual Sensors with Atomic LEGO

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Building Brain-like Visual Sensors with Atomic LEGO

A public academic platform initiated by overseas scholars Sharing information, integrating resources Exchanging academic ideas, occasionally discussing other topics Over 80% of the information processed by the human brain is obtained through the eyes. The human eye not only detects and synchronously processes information but also operates at an extremely low overall power consumption (far … Read more

How to Decide on the Next DSP Processor Solution to Meet Evolving SoC Designs

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How to Decide on the Next DSP Processor Solution to Meet Evolving SoC Designs

Assuming you are a system architect making decisions regarding the digital signal processor (DSP) in an SoC, one major consideration is how to expedite the design process of the SoC, leading to faster tape-out and production. Another consideration is how to create, debug, and modify software-defined features post-tape-out to mitigate risks. Today’s in-depth article discusses … Read more

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