Methods for Neural Network Compression and Acceleration

Methods for Neural Network Compression and Acceleration

Abstract: This issue discusses the technological innovations in neural network compression and acceleration at different levels, mainly involving three aspects: (1) neural network compression and its hardware-software co-design methods; (2) neural network compression software frameworks and compilation optimization techniques; (3) automation of neural network compression and support for new architectures. It aims to help readers … Read more

Practical Guide to Rapid IoT Platform Development with Cursor

Practical Guide to Rapid IoT Platform Development with Cursor

In the court, a young concubine is worried about writing the IoT platform. “Your Majesty, I recently received a task to develop an IoT platform, but I always feel that writing code is too slow. Is there any magical tool that can help me improve my efficiency?” “Do not worry, my dear. Today I will … Read more

Practical Demonstration Video – Quick Setup of OpenThread Border Router

Practical Demonstration Video - Quick Setup of OpenThread Border Router

This video is part of the Matter development process series (Matter Developer Journey), demonstrating the setup of an OpenThread border router on a Raspberry Pi, utilizing Silicon Labs‘s Matter solution to develop secure, smart, and connected Matter over Thread devices. Click the Read Original button at the end of the article or visit Silicon Labs’ … Read more

Silicon Labs OpenThread Border Router Solution Accelerates Matter Over Thread Network Bridging Design

Silicon Labs OpenThread Border Router Solution Accelerates Matter Over Thread Network Bridging Design

For Matter, 2023 is a significant year. Matter has always aimed to reduce barriers between different vendors, achieving interoperability among smart home devices and Internet of Things (IoT) platforms from various suppliers. To achieve this goal, Matter uses Internet Protocol (IP) as its connection foundation and has launched a universal application layer. Regardless of the … Read more

Accelerating Matter Over Thread Design with OpenThread Border Router

Accelerating Matter Over Thread Design with OpenThread Border Router

For Matter, 2023 will be a significant year. Matter has always aimed to reduce the barriers between different vendors, achieving interoperability between smart home devices and Internet of Things (IoT) platforms from various suppliers. To achieve this goal, Matter uses Internet Protocol (IP) as the foundation for connections, launching a universal application layer. Regardless of … Read more

OpenWRT Vulnerability Exploration and SNMP Analysis

OpenWRT Vulnerability Exploration and SNMP Analysis

Author: Water Drop Laboratory Organization: Heng’an Jiaxin Introduction With the gradual development of the Internet of Things era, the connections between devices are becoming tighter, and each node cannot exist independently. Devices that are closely related to each of us, such as routers, cameras, and printers, increasingly affect various aspects of our lives, from personal … Read more

Discussion on Antibiotic Use in Periodontitis Treatment

Discussion on Antibiotic Use in Periodontitis Treatment

Introduction Periodontitis is an inflammatory disease caused by plaque, which is a biofilm composed of various pathogenic microbial communities attached to the root surface. Standard treatment methods for periodontitis include mechanical debridement of the biofilm and calculus on the root surface, which can achieve good results in many cases. Clinically, many doctors use antibiotics (antimicrobial … Read more