From what I can see, if these players are trying to compete in the area of smart living, smart mobility and etc where generally, not just low energy consumption, but ULTRA-low energy consumption is required, then they will have to, at least looking at the currently available technology options, come to neuromorphic solution use Spiking neural network approach. AS CPU,GPU and NPUs just cannot achieve power consumption in micro to milli watt range. The latest Nvidia Jetson orin released in September this year can only achieve the minimum power consumption of 5 watts.
Here is an article talking about the need of combining CPU, GPU and NPU with neuromorphic computing
www.nviso.ai
and by the way, can anyone with more technical background knowledge check for us if CPU, GPU and NPU with cnn approach can theoretically achieve power consumption in micro to milli watt range?
@uiux @Fact Finder
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