Overview of TinyML: Progress and Future by MIT’s Han Song

Overview of TinyML: Progress and Future by MIT's Han Song

Tiny Machine Learning (TinyML) is the new frontier of machine learning. By compressing deep learning models into billions of Internet of Things (IoT) devices and microcontrollers (MCUs), we expand the scope of AI applications and achieve ubiquitous intelligence. However, due to hardware limitations, TinyML faces challenges: the tiny memory resources make it difficult to accommodate … Read more

Advancing Edge AI with TinyML

Advancing Edge AI with TinyML

We previously published an article titled “TinyML: The Next Wave of Artificial Intelligence Revolution“, and held several events related to machine learning. We believe everyone has a certain understanding of TinyML, so why did we choose TinyML? Why Choose TinyML? ✦ Artificial Intelligence (AI) is rapidly transitioning from the cloud to the edge, entering increasingly … Read more

Understanding the Explosive Growth of TinyML

Understanding the Explosive Growth of TinyML

Author: Wu Nü Wang (Peng Zhao) IoT Think Tank Original Reprint must indicate the source and origin Introduction The most widely distributed IoT devices are often very small and have limited power. They serve as terminal hardware, collecting various data through embedded sensors; their computing power is limited and extremely sensitive to power consumption. Can … Read more

Arm: Enhancing Edge AI for Greater Intelligence and Efficiency

Arm: Enhancing Edge AI for Greater Intelligence and Efficiency

Ms. Chloe Ma, Vice President of Business Development at Arm’s IoT Division Recently, Ms. Chloe Ma, Vice President of Business Development at Arm’s IoT Division, conducted an online interview with industry media, introducing the evolution of edge artificial intelligence (AI) and Arm’s new generation Ethos-U85 AI accelerator and the new IoT reference design platform Arm … Read more

Edge AI Makes MEMS Sensors Faster, More Personalized, Smarter

Edge AI Makes MEMS Sensors Faster, More Personalized, Smarter

According to MEMS Consulting, looking to the future, core chips, especially MEMS sensors, will remain an indispensable part of terminal devices; however, software is equally important in delivering value to users. Bosch Sensortec believes that sensor software will become increasingly intelligent, transforming MEMS sensors into more accurate and personalized systems that can help users cope … Read more

The Dawn of Edge AI and Embedded Memory

The Dawn of Edge AI and Embedded Memory

With the explosive growth of information in modern society, more and more memory and AI computing are being used for information storage and computation. However, even with powerful cloud computing, it is challenging to fully meet the demands for data bandwidth and transmission speed. Additionally, as people’s emphasis on data privacy protection increases, edge AI … Read more

The Future of Accessible and Sustainable AI

The Future of Accessible and Sustainable AI

Click the “blue text” above, and select “Star this“ Key messages delivered at D1 time! The rise of edge AI is already underway, as we see AI deployed in smaller, more specialized models, particularly in the Internet of Things. This AI approach shifts processing tasks from centralized data centers to the “edge” of the network, … Read more

How Smart Can Edge AI Become?

How Smart Can Edge AI Become?

Every time a new industry term emerges, we media professionals face the challenge of understanding what a company aims to achieve, especially when they use these terms to fulfill their marketing goals. A recently popular term is Edge Artificial Intelligence (AI), or Edge AI. Due to the rapid development of the Internet of Things (IoT) … Read more

Why Deploy AI at the Edge? How Edge AI Works

Why Deploy AI at the Edge? How Edge AI Works

Recent advancements in artificial intelligence (AI), edge computing, and the adoption of Internet of Things (IoT) devices have converged to create opportunities for edge AI. This has opened new possibilities for edge AI that were previously unimaginable—from assisting radiologists in identifying diseases, to driving cars on highways, to helping us pollinate plants. The concept of … Read more

Edge AI: The Next Step in AI Evolution

Edge AI: The Next Step in AI Evolution

Source | Qianjia Network Introduction Artificial Intelligence (AI) has been steadily present in businesses around the world for a long time. The transformative power of AI has enhanced the convenience of business operations and increased return on investment for companies. Now, Edge AI represents the next stage of technological development. So, What Is Edge AI? … Read more