Created by the Massachusetts Institute of Technology

Massachusetts Institute of Technology has created new “neurons” for artificial intelligence that are a million times faster than the brain

A study on neurons entitled “Programmable nanosecond proton resistors for analog deep learningIt was published in the magazine Sciences.

Researchers from the Massachusetts Institute of Technology (MIT) have created a new artificial “nervous cells“And the”clamps“It is in a new field of artificial intelligence called analog deep learning. Instead of using transistors as in digital processors, analog deep learning uses programmable resistors.”Creating a network of analog synthetic “neurons” and “synapses”“It can exceed the performance of a digital neural network, while using a fraction of the power.

The MIT team’s artificial neurons and synapses were built using a new inorganic material in their manufacturing process, boosting the performance of the devices they use a million times faster than previous iterations and a million times faster than the synapses in the human brain. The new material could also be used with existing silicon fabrication techniques, meaning it could be used to create nanometer-scale devices and possibly combine the technology with existing computing devices to facilitate deep learning applications.

Once you have an analog processor, you will no longer be training the networks that everyone else is running on. You will train networks of unprecedented complexity that no one else can afford, thus definitely outperforming them all. In other words, this isn’t a faster car, it’s a spacecraftsaid lead author and postdoctoral researcher at the Massachusetts Institute of Technology, Murat Onin.

The speed was definitely surprising. Normally, we wouldn’t apply such extreme fields across devices, so as not to turn them into ashes. But instead, the protons ended up moving incredibly quickly through the device stack, specifically a million times faster than what we had before. And this movement does not harm anything, thanks to the small size of the protons and their low mass. It’s almost like teleportation. The nanosecond time scale means that we are close to a ballistic tunneling system or even a quantum proton tunneling system, under this extreme field.said senior author Joe Lee, Battelle Energy Alliance Professor of Nuclear Science and Engineering and Professor of Materials Science and Engineering.

You can read more study GentlemenIt is the collapse of the Massachusetts Institute of Technology Gentlemen.


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