Home
Science
Science News
China Develops 'Darwin' Neural Processing Unit

China Develops 'Darwin' Neural Processing Unit

By Indo-Asian News Service | Updated: 23 December 2015 17:08 IST

Chinese researchers have developed "Darwin" - a new age information chip that will help run complex intelligent algorithms on small devices in the era of "Internet of Things".

Artificial Neural Network (ANN) is a type of information processing system based on mimicking the principles of biological brains.

It has been broadly applied in application domains such as pattern recognition, automatic control, signal processing, decision support system and artificial intelligence.

Spiking Neural Network (SNN) is a type of biologically-inspired ANN that perform information processing based on discrete-time spikes.

It is more biologically realistic than classic ANNs, and can potentially achieve much better performance-power ratio.

Now, the researchers from Zhejiang University and Hangzhou Dianzi University in Hangzhou, China, have successfully developed the "Darwin" Neural Processing Unit (NPU), a neuromorphic hardware co-processor based on Spiking Neural Networks, fabricated by standard CMOS technology.

The research group led by Dr De Ma from Hangzhou Dianzi university and Dr Xiaolei Zhu from Zhejiang university developed a co-processor named as "Darwin".

The Darwin NPU aims to provide hardware acceleration of intelligent algorithms, with target application domain of resource-constrained, low-power small embedded devices.

The successful development of "Darwin" demonstrates the feasibility of real-time execution of Spiking Neural Networks in resource-constrained embedded systems.

It supports flexible configuration of a multitude of parameters of the neural network, hence it can be used to implement different functionalities as configured by the user.

"Since it uses spikes for information processing and transmission,similar to biological neural networks, it may be suitable for analysis and processing of biological spiking neural signals, and building brain-computer interface systems by interfacing with animal or human brains," the authors explained.

Its potential applications include intelligent hardware systems, robotics, brain-computer interfaces and others, said a paper that appeared in the journal Science China Press.

Comments

For the latest tech news and reviews, follow Gadgets 360 on X, Facebook, WhatsApp, Threads and Google News. For the latest videos on gadgets and tech, subscribe to our YouTube channel. If you want to know everything about top influencers, follow our in-house Who'sThat360 on Instagram and YouTube.