Error-Resilient Spintronics via the Shannon- Inspired Model of Computation
Patil, Ameya D., Manipatruni, Sasikanth, Nikonov, Dmitri E., Young, Ian A., Shanbhag, Naresh R.
Published in IEEE journal on exploratory solid-state computational devices and circuits (01.06.2019)
Published in IEEE journal on exploratory solid-state computational devices and circuits (01.06.2019)
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Journal Article
Shannon-Inspired Statistical Computing for the Nanoscale Era
Shanbhag, Naresh R., Verma, Naveen, Kim, Yongjune, Patil, Ameya D., Varshney, Lav R.
Published in Proceedings of the IEEE (01.01.2019)
Published in Proceedings of the IEEE (01.01.2019)
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Journal Article
An MRAM-Based Deep In-Memory Architecture for Deep Neural Networks
Patil, Ameya D., Hua, Haocheng, Gonugondla, Sujan, Kang, Mingu, Shanbhag, Naresh R.
Published in 2019 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2019)
Published in 2019 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2019)
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Conference Proceeding
SWIPE: Enhancing Robustness of ReRAM Crossbars for In-memory Computing
Gonugondla, Sujan K., Patil, Ameya D., Shanbhag, Naresh R.
Published in 2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (02.11.2020)
Published in 2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (02.11.2020)
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Conference Proceeding
An Energy-Efficient Classifier via Boosted Spin Channel Networks
Patil, Ameya D., Manipatruni, Sasikanth, Nikonov, Dmitri, Young, Ian A., Shanbhag, Naresh R.
Published in 2019 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2019)
Published in 2019 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2019)
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Conference Proceeding
Analysis of error resiliency of belief propagation in computer vision
Jungwook Choi, Patil, Ameya D., Rutenbar, Rob A., Shanbhag, Naresh R.
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
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Conference Proceeding
Journal Article
Robustifying $\ell_\infty$ Adversarial Training to the Union of Perturbation Models
Patil, Ameya D, Tuttle, Michael, Schwing, Alexander G, Shanbhag, Naresh R
Year of Publication 31.05.2021
Year of Publication 31.05.2021
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Journal Article
Shannon-inspired Statistical Computing to Enable Spintronics
Patil, Ameya D, Manipatruni, Sasikanth, Nikonov, Dmitri, Young, Ian A, Shanbhag, Naresh R
Year of Publication 19.02.2017
Year of Publication 19.02.2017
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Journal Article
Shannon-inspired Statistical Computing to Enable Spintronics
Patil, Ameya D, Manipatruni, Sasikanth, Nikonov, Dmitri, Young, Ian A, Shanbhag, Naresh R
Published in arXiv.org (20.02.2017)
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Published in arXiv.org (20.02.2017)
Paper