DRAM throughput is key to DNN, so choosing a proper DRAM is critical to AIoT application.
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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