Edge AI computes the data as close as possible to the physical system. The advantage is that the processing of data does not require a connected network. The computation of data happens near the edge of a network, where the data is being developed, instead of in a centralized data-processing center. One of the biggest benefits of edge AI is the ability to secure real-time results for time-sensitive needs. In many scenarios, sensor data can be collected, analyzed and communicated straightaway, without having to send the data to a time-sensitive cloud center.

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Source: https://semiengineering.com/low-density-of-lpddr4x-dram-the-best-choice-for-edge-ai/