Dual-configuration in-memory computing bitcells using SiOx RRAM for binary neural networks

Author:

Kingra Sandeep Kaur1ORCID,Parmar Vivek1ORCID,Negi Shubham1,Bricalli Alessandro2,Piccolboni Giuseppe2,Regev Amir2ORCID,Nodin Jean-François3,Molas Gabriel3ORCID,Suri Manan1ORCID

Affiliation:

1. Indian Institute of Technology Delhi, Hauz Khas, New Delhi, India

2. Weebit Nano, Hod Hasharon, Israel

3. CEA-Leti, Grenoble, France

Funder

Science and Engineering Research Board

Indian Institute of Technology Delhi

Publisher

AIP Publishing

Subject

Physics and Astronomy (miscellaneous)

Reference11 articles.

1. H.T. Lue , P.K. Hsu , M.L. Wei , T.H. Yeh , P.Y. Du , W.C. Chen , K.C. Wang , and C.Y. Lu , in 2019 IEEE International Electron Devices Meeting (IEDM) ( IEEE, 2019), pp. 38.1.1–38.1.4.

2. W. H. Choi , P.F. Chiu , W. Ma , G. Hemink , T. T. Hoang , M. Lueker-Boden , and Z. Bandic , in 2020 IEEE International Symposium on Circuits and Systems (ISCAS) ( IEEE, 2020), pp. 1–5.

3. M. Bocquet , T. Hirztlin , J.O. Klein , E. Nowak , E. Vianello , J.M. Portal , and D. Querlioz , in 2018 IEEE International Electron Devices Meeting (IEDM) ( IEEE, 2018), pp. 20.6.1–20.6.4.

4. Hardware implementation of RRAM based binarized neural networks

5. High-Throughput In-Memory Computing for Binary Deep Neural Networks With Monolithically Integrated RRAM and 90-nm CMOS

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