Researchers have developed a new artificial neuron device, which could reduce the computing power and hardware needed in the training of neural networks to perform tasks. The device can run neural ...

As machine learning algorithms – such as those that enable Siri and Alexa to recognize voice commands – grow more sophisticated, so must the hardware required to run them. Andreas Moshovos, a ...

Therefore, the implementation cost of TTv2 compared to SGD and Tiki-Taka is minimal, and it maintains the usual power and speed benefits of using analog hardware for training workloads. Here we also ...

Work in computer systems covers the design and implementation of computer hardware and software, including architecture, operating systems, programming languages, security and networking.

On Jan. 19, Berkeley faculty received a letter from Rachael Nava, executive vice president and chief operating officer of the UC, outlining justifications behind the implementation of the ...

Technologies such as computer networking, which, unlike software inventions, typically incorporate at least some hardware elements, may be less vulnerable to rejection under the U.S. Supreme Court ...