Machine Learning

Sparse Sensor Networks for Rapid Screening of Infant Cerebral Palsy

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Sparse Sensor Networks for Rapid Screening of Infant Cerebral Palsy

General Movement (GM) has been widely used for the early clinical assessment of neonatal brain development disorders (such as cerebral palsy) to facilitate ultra-early intervention and rehabilitation for at-risk newborns. However, clinical practice currently relies heavily on the subjective evaluations of pediatricians, lacking quantitative assessment methods, and requires a large number of specialized doctors and … Read more

Enhancing Smart Home Device Interaction with TensorFlow

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Enhancing Smart Home Device Interaction with TensorFlow

Today, let’s talk about how to use TensorFlow to enhance the interaction experience of smart home devices. Imagine that your smart speaker is no longer just capable of playing music or checking the weather, but can truly understand your needs and even predict your behavior. Isn’t that cool? Speech Recognition and Natural Language Processing The … Read more

Data-Driven Mechanical Equipment Fault Prediction and Maintenance Strategy Optimization

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Data-Driven Mechanical Equipment Fault Prediction and Maintenance Strategy Optimization

Abstract How to better predict mechanical failures and manage health is a key concern for modern mechanical manufacturing enterprises. With the development of sensor hardware technology and advancements in computer storage technology, massive amounts of data can be processed and stored. Data-driven mechanical equipment fault prediction and maintenance technology is gradually gaining widespread application. “Data-Driven … Read more

Understanding LoRA: The Right Approach to Fine-tuning LLMs

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Understanding LoRA: The Right Approach to Fine-tuning LLMs

↑ ClickBlue Text Follow the Jishi Platform Author丨CW Don’t Be Boring Editor丨Jishi Platform Jishi Guide Big questions about the popular LoRA in the model training community! Dive deep into understanding LoRA with source code analysis.>> Join the Jishi CV Technology Group to stay at the forefront of computer vision. Introduction Since ChatGPT sparked the trend … Read more

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 audiences such as NLP graduate students, university professors, and corporate researchers. The Community’s Vision is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for beginners. Reprinted from … Read more

The Evolution Directions of Sensor Technology by 2030

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The Evolution Directions of Sensor Technology by 2030

Sensor technology is the cornerstone of modern innovation, playing a key role across various industries such as healthcare, environmental monitoring, and consumer electronics. Sensors are further evolving through integration with Artificial Intelligence (AI) and Machine Learning (ML), providing real-time insights that once only existed in science fiction. As more industries recognize the value of sensors … Read more

Swarm Intelligence Optimization Algorithms: MATLAB Source Code Collection

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Swarm Intelligence Optimization Algorithms: MATLAB Source Code Collection

Table of Contents 1 Introduction 2 Source Code Collection 1 Introduction This series is about MATLABImproved Algorithms, feel free to message me for discussions. For more improved algorithms, check out previous articles. If you have questions or need suggestions, please feel free to message me for mutual improvement. Any violations of academic ethics are not … Read more

Online Training Module and Code for Neural Networks in MATLAB-Simulink

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Online Training Module and Code for Neural Networks in MATLAB-Simulink

Introduction Implementing online training of neural networks in MATLAB-Simulink typically requires combining Simulink models and MATLAB scripts. Here are the general steps: Building the Simulink Model: Use the Neural Network Toolbox in Simulink to add a neural network block. This can be done through the “Add Block” menu. Configure the structure, input, output, and other … Read more

Big Data Platform for Economic Operation Analysis: Precise Monitoring and Real-Time Scheduling

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Big Data Platform for Economic Operation Analysis: Precise Monitoring and Real-Time Scheduling

Shifting from post-event statistics to pre-event and in-process monitoring and forecasting; from long-term monitoring to dynamic real-time monitoring—this is the new method for economic operation analysis in the era of big data. The Jiucifang big data economic operation analysis platform enables the use of big data to manage economic operations. Currently, big data technology serves … Read more

Flexible Intelligent Sparse Sensor Network for Infant Movement Assessment

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Flexible Intelligent Sparse Sensor Network for Infant Movement Assessment

“In our research, we screened several at-risk infants through calibration by professional physicians, and then urgently contacted the parents, advising them to take their infants to a higher-level hospital for a comprehensive examination. At that moment, we truly felt the importance of what we were doing.” Dr. Zhang Senhao and Dr. Bao Benkun from the … Read more