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An implant to connect the brain to a computer

02.08.2020

A team of researchers from the University of Michigan has developed a new very low power brain implant. Scientists say that their design is up to 90% more energy efficient than similar ones. The specialists managed not only to reduce the requirements for the power supply of the implant, they made it very accurate in calculating the electrical signals of the brain transmitted by neurons.

The discovery could lead to long-term brain implants that could be used to treat neurological diseases, control artificial robotic limbs and other electronics.

According to experts from the University of Michigan, today, a computer, usually larger than a person, is required to accurately interpret brain signals and use them. This machine consumes a lot of electricity. Lowering the power supply requirements "by an order of magnitude" will open the door to the development of compact brain-machine interfaces.

To be able to predict complex motor functions based on neural activity, for example, picking up an object with a hand, special transcutaneous electrodes are now used. They act as a direct data transmission channel between the brain and the computer. According to scientists, 100 such channels may be required for effective operation. At the same time, they should be able to transmit up to 20 thousand electrical signals of the brain per second. Compliance with these conditions can return to a person the ability to control his paralyzed hand or even, for example, feel through an artificial implant how soft or hard the object he is holding is.

The problem is that this approach is unsafe because it comes with risks of infection when the electrodes are integrated into the brain. Also, it's not very practical outside of research labs. Fortunately, science does not stand still, and scientists have already developed wireless implants based on integrated circuits that can read and transmit about 16 electrical brain signals per second. But this is below the required threshold of the required efficiency.

The advantage of the University of Michigan researchers' development is that their technology is able to compress the signals transmitted by the brain. The scientists focused their attention on the peak signals of neurons crossing a certain power threshold. This made it possible to reduce the amount of data that the computer needs to process and at the same time predict the next firing of neurons.

Experiments have shown that compared to percutaneous implants, the new system has exactly the same level of accuracy, but it requires only 1/10 of the total volume of electrical signals to be processed. In other words, by processing just 2000 brain signals, the researchers were able to achieve the same accuracy as processing 20 signals. Scientists are confident that this discovery will one day change medicine.

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Summit's fastest supercomputer in the world 13.06.2018

Since 2013, the fastest computer in the world has belonged to China, in 2016 the palm passed to Switzerland, and now the United States has taken over.

Summit is located at Oak Ridge National Laboratory. It is capable of about 200 quadrillion calculations per second, which is a million times faster than your average home computer and twice as fast as the previous record holder in this area. It employs about 37000 processors and occupies the area of ​​two tennis courts.

But the most interesting thing about Summit is the purpose of its creation. The computer is specifically aimed at the functioning of artificial intelligence, it has 28000 GPUs optimized for machine learning algorithms.

With the capabilities that Summit offers, researchers can apply machine learning to problems in astronomy, chemistry, and biology. For example, Summit can analyze images from telescopes to search for objects on demand, or analyze complex DNA to recognize the structure of proteins.

Moreover, the goal of the United States, China and several EU countries is to create a computer capable of performing one quintillion calculations per second, that is, it should be five times more powerful than Summit. In the United States, such hopes are placed on the Aurora computer, which is scheduled to be completed in 2021.

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