Artificial Intelligence (AI) has undergone rapid advancements in recent years. This progress has led to unique computational requirements for modern AI systems, which traditional CPUs and GPUs cannot fully address. Initially, GPUs offered a solution for running AI models. However, as algorithms and applications have grown more complex, particularly in areas like deep neural networks,…
What are the top edge AI chips of 2025?
Edge AI refers to deploying artificial intelligence (AI) algorithms and models directly on local devices like sensors, smartphones, or Internet-of-Things (IoT) devices. This approach includes edge computing, which processes data closer to where it’s generated rather than sending it to a centralized Cloud for analysis. According to a report by Gartner, by the end of…
What top AI chips are expected to launch in 2025?
Artificial intelligence (AI) chips have become essential for powering various advanced device features, especially in smartphones. A few AI examples related to a phone’s camera include: Adjusting camera settings for optimal results Applying filters in real-time while capturing photos or videos Tracking moving objects in real-time, keeping them focused for the shot Identifying scenes in…
What are the types of AI chips and how are they classified?
The demand for artificial Intelligence (AI) chips is increasing due to their suitability in certain AI applications. This development mirrors the rise of Graphic Processing Units (GPUs) for 3D applications years ago. However, traditional CPUs and even GPUs often fall short in handling the unique demands of AI workloads, prompting the emergence of AI-specific chips.…