The new processor will give the opportunity to run neural networks on smartphones
Home page → News → The new processor will give the opportunity to run neural networks on smartphonesNeural networks are becoming more common every day. But for their work requires a lot of energy. And if a couple of years ago someone said that neural networks could work in ordinary smartphones, many would think that this is a joke. However, thanks to the efforts of experts from the Massachusetts Institute of Technology (MIT), an AI microprocessor for portable gadgets was born.
According to the Engadget publication, MIT specialists have developed a processor, whose power consumption is 95% less than the existing analogues with extremely high performance. Thanks to the new processor, it will be possible to use resource and energy-intensive applications like neural networks, even on handheld devices.
In addition to reduced power consumption, the microprocessor from MIT is 3–7 times faster than those used in smartphone construction today. This was achieved thanks to the new architecture using the scalar product method, which made it possible to calculate connections for the whole data set at once, without sending intermediate results to the working memory and back. IBM president Dario Gil even spoke about the new chip: “The new chip uses an extremely energy efficient approach. This is a new word in the implementation of convolutional operations with huge amounts of memory. This will provide an opportunity to create more complex and accurate neural networks for wearable devices of the Internet of Things. ”