What is the role of memory chips in AI intelligence systemsxt-shenzhen
Nowadays, with the popularization of AI intelligence, more and more AI products appear in our life, which not only brings convenience to our life, but also greatly improves our life efficiency. So, do you know how AI intelligent systems are implemented? Let me share a little of my knowledge with you.
When it comes to artificial intelligence systems, the most important thing is memory chips, because the development of artificial intelligence is supported by massive data. Therefore, very large memory is required to store more data. I have to admit that high-performance storage can make artificial intelligence systems more fluid and intelligent. Of course, the development of memory chips is also inseparable from the promotion of AI.
Get the latest architectural in-memory computing analysis in the storage space. By combining storage and computing, the architecture directly uses storage units for computing, which greatly eliminates the delay caused by data movement, and solves the “storage wall” and “function” of traditional chips in running artificial intelligence algorithms. “Wall consumption” problem can greatly improve the efficiency of artificial intelligence computing and reduce costs.
In fact, the concept of in-memory computing has been proposed as early as the 1970s, but the semiconductor technology at that time could not support the operation of the in-memory computing architecture and was forgotten. But only in recent years has it gradually reappeared in our sight. The reason is that the surge in computing power and the amount of computing data has made the problem of storage walls more and more prominent. To further improve computing power, the only way to solve the problem of storage walls is to solve the problem of storage walls. Among various solutions, in-memory computing is the most direct way. High energy efficiency, low power consumption, and low cost can be achieved.
Many people in the industry believe that the future memory may not only be a storage device, but also an accelerator, or it may have other functions.
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