The importance of sensors in Heating, Ventilation, and Air Conditioning (HVAC) systems is irreplaceable. They act as the “sensory nerves” of the system, responsible for real-time monitoring of environmental parameters and equipment status, providing a solid data foundation for intelligent control. Their core value is mainly reflected in the following aspects: 1. Precise Monitoring of … Read more
The artificial tactile system is a core component of human-machine interfaces (HMI), widely used in fields such as robotic prosthetics and bioelectronic skin. With the development of the Internet of Things (IoT), the demand for real-time intelligent interaction is increasing, and the next generation of tactile systems is expected to simulate human tactile recognition capabilities … Read more
Located in the Kangqiao Industrial Zone of Pudong New District, Shanghai, Schneider Electric’s Kangqiao factory is not only the largest production base for air circuit breakers globally but also a benchmark for a “zero carbon factory” that integrates digital and automation technologies. Entering this futuristic smart manufacturing base, one can feel the perfect fusion of … Read more
In recent years, thanks to major cloud service providers like Amazon developing their own Arm architecture server CPUs, Apple’s Mac products transitioning to self-developed Arm processors, and Qualcomm launching the Snapdragon X Elite processor for the PC market, Arm has gained a certain market share in both the server and PC markets. In July of … Read more
Remember to star this public account ⭐️ to receive updates promptly. Source：ContentTranslated from Nikkei. A Japanese startup is designing cost-effective artificial intelligence chips to challenge Nvidia. The company’s CEO stated that they plan to significantly increase sales next year and be “IPO-ready” by 2028. Experts warn that computing power, transmission capacity, and enormous energy demands … Read more
Note Compilation: Wang Jiabao Paper Title: Fast On-device LLM Inference with NPUs (llm.npu) Paper Link: https://dl.acm.org/doi/abs/10.1145/3669940.3707239 Code Link: https://github.com/UbiquitousLearning/mllm Published Conference: ASPLOS 2025 Introduction The biggest challenge in deploying large language models on mobile and edge devices is the slow inference during the prefill stage, which is also very power-consuming. Even for models with around … Read more
With the expansion of the artificial intelligence inference market, global tech giants are reducing their reliance on GPUs (Graphics Processing Units). They are seeking next-generation alternatives to the expensive and heat-generating GPUs. The Neural Processing Unit (NPU) is an emerging alternative, specifically designed for AI inference. This architecture, tailored for AI computation, achieves high efficiency … Read more
The scenarios of algorithm solidification and large-scale deployment of inference are eroding the market originally belonging to GPUs, with ASIC chips becoming the new favorite of tech giants due to their extreme energy efficiency and low-cost advantages. By 2025, global tech giants will face a common challenge: how to efficiently handle the explosive growth of … Read more
While traditional microwave ovens still rely on bulky power frequency transformers, TRinno’s IGBT single tube and modern ABOV microcontrollers are driving kitchen appliances into the era of precise energy control. This dual-core drive solution replaces mechanical structures with semiconductor technology, reducing the size of microwave ovens by 40% and achieving a leap from millisecond-level power … Read more
On September 10, Arm officially announced the complete lineup of C1 CPU IP and Mali G1 GPU IP. In this new generation of xPU IP, Arm has eliminated traditional numerical designations, instead differentiating specific tiers within the same generation of products using suffixes. The Arm C1 CPU includes a total of 4 models, while the … Read more