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Brain-inspired computing accelerated by memristor technology

Publication ,  Conference
Liu, C; Liu, F; Li, H
Published in: Proceedings of the 4th ACM International Conference on Nanoscale Computing and Communication, NanoCom 2017
September 27, 2017

The brain-inspired computing, known as neuromorphic computing has demonstrated great potential in revolutionizing computation for high efficiency. In the neuromorphic engine, tremendous computing and power efficiency are achieved on a single chip. However, the development progress is slow in the neuromorphic designs based on conventional nanotech-nologies. The occurrence and utilization of memristor technology pushed the development of neuromorphic computing forward into a new era. Matrix-vector multiplication, which is the basic computation in the neural network can be implemented by the memristor crossbar naturally and efficiently. Recently, various neuromorphic systems have been widely developed for cognition and perception applications. In this work, the development status is reviewed from the aspects of device, circuit, system, and algorithm. The challenges and futures are studied.

Duke Scholars

Published In

Proceedings of the 4th ACM International Conference on Nanoscale Computing and Communication, NanoCom 2017

DOI

ISBN

9781450349314

Publication Date

September 27, 2017
 

Citation

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Liu, C., Liu, F., & Li, H. (2017). Brain-inspired computing accelerated by memristor technology. In Proceedings of the 4th ACM International Conference on Nanoscale Computing and Communication, NanoCom 2017. https://doi.org/10.1145/3109453.3123960
Liu, C., F. Liu, and H. Li. “Brain-inspired computing accelerated by memristor technology.” In Proceedings of the 4th ACM International Conference on Nanoscale Computing and Communication, NanoCom 2017, 2017. https://doi.org/10.1145/3109453.3123960.
Liu C, Liu F, Li H. Brain-inspired computing accelerated by memristor technology. In: Proceedings of the 4th ACM International Conference on Nanoscale Computing and Communication, NanoCom 2017. 2017.
Liu, C., et al. “Brain-inspired computing accelerated by memristor technology.” Proceedings of the 4th ACM International Conference on Nanoscale Computing and Communication, NanoCom 2017, 2017. Scopus, doi:10.1145/3109453.3123960.
Liu C, Liu F, Li H. Brain-inspired computing accelerated by memristor technology. Proceedings of the 4th ACM International Conference on Nanoscale Computing and Communication, NanoCom 2017. 2017.

Published In

Proceedings of the 4th ACM International Conference on Nanoscale Computing and Communication, NanoCom 2017

DOI

ISBN

9781450349314

Publication Date

September 27, 2017