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Your location: Home > Related Articles > Artificial Intelligence Chips: Why Are They So Important?

Artificial Intelligence Chips: Why Are They So Important?

Author:QINSUN Released in:2024-01 Click:92

Looking around, you may realize that artificial intelligence has become very important. Whether it's facial recognition cameras or voice assistants, artificial intelligence has achieved all of this. This fills people with curiosity about what AI chips are and how they differ from other chips. In addition, the fact that the artificial intelligence chip market is highly valued has become an important factor why people should understand artificial intelligence chips.

Firstly, artificial intelligence chips are specialized silicon chips that combine artificial intelligence technology for machine learning. One of the main reasons why business organizations heavily rely on artificial intelligence chips is the increasing need for more efficient systems to solve mathematical and computational problems. In addition, the vast amount of data also requires an effective method to calculate the problem. Therefore, it is not surprising that the main key players focused on developing AI chips and applications.

In addition, the emergence of quantum computing and the increasing application of artificial intelligence chips in the field of robotics have driven the intensive growth of the global artificial intelligence chip market.

AI chips are accelerators designed specifically for applications based on artificial neural networks (ANNs). Artificial neural networks are the field of artificial intelligence, including the layer of artificial neurons, which are mathematical functions inspired by the way human neurons work. When it comes to the hardware infrastructure of AI chips, it includes three parts: computing, storage, and networking. When it comes to the advantages of AI chips compared to other general-purpose hardware, we cannot ignore the computing speed of AI chips. In addition, the fact that specialized AI hardware has high bandwidth memory cannot be ignored.

The most influential factors behind the artificial intelligence chip market are the development of smart cities, the increase in demand for smart homes, the emergence of quantum computing, a significant increase in investment in AI related startups, and a lack of skilled labor. These factors collectively drive the development of the artificial intelligence chip market.

Now, let's talk about the main topic of interest - what makes AI chips so important today? It is evident that deep neural network-driven solutions constitute the majority of commercial AI applications. Not only that - the importance and quantity of these applications have been growing exponentially for many years and may continue to maintain the same trend in the future. All of these ultimately pave the way for a significant increase in overall market revenue in the coming days.

The next question to be addressed is - what standards should be followed when evaluating AI hardware? For this reason, it is always possible to rely on cloud providers, but this is not always advantageous as all these processes are associated with significant costs. For preliminary testing, it is absolutely possible to rely on the cloud.

Ultimately, everything boils down to the fact that artificial intelligence is rapidly developing and becoming an important component of our lives, whether at home or at work. In all of this, the development of artificial intelligence chips will quickly adapt to our huge dependence on technology.