Accurate and Energy-Efficient Bit-Slicing for RRAM-Based Neural Networks

Author:

Diware Sumit1ORCID,Singh Abhairaj1,Gebregiorgis Anteneh1ORCID,Joshi Rajiv V.2,Hamdioui Said1ORCID,Bishnoi Rajendra1

Affiliation:

1. Computer Engineering Department, Delft University of Technology, Delft, The Netherlands

2. IBM Thomas J. Watson Research Centre, Yorktown Heights, NY, USA

Funder

Electronic Components and Systems for European Leadership

EU H2020

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Artificial Intelligence,Computational Mathematics,Control and Optimization,Computer Science Applications

Reference43 articles.

1. Why is CMOS scaling coming to an END?

2. Deep learning for classical japanese literature;clanuwat,0

3. Design and reliability challenges in nanometer technologies

4. Fashion-MNIST: A novel image dataset for benchmarking machine learning algorithms;xiao,0

5. Memristor based computation-in-memory architecture for data-intensive applications;hamdioui;Proceedings of Design Automation and Test in Europe Conference and Exhibition (DATE),0

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