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Deliang Fan
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Parametric noise injection: Trainable randomness to improve deep neural network robustness against adversarial attack
Z He, AS Rakin, D Fan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
2022019
Spin-transfer torque devices for logic and memory: Prospects and perspectives
X Fong, Y Kim, K Yogendra, D Fan, A Sengupta, A Raghunathan, K Roy
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2015
1962015
Bit-flip attack: Crushing neural network with progressive bit search
AS Rakin, Z He, D Fan
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
1342019
Noise injection adaption: End-to-end ReRAM crossbar non-ideal effect adaption for neural network mapping
Z He, J Lin, R Ewetz, JS Yuan, D Fan
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
1312019
Tbt: Targeted neural network attack with bit trojan
AS Rakin, Z He, D Fan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
1252020
A semi-supervised two-stage approach to learning from noisy labels
Y Ding, L Wang, D Fan, B Gong
2018 IEEE Winter conference on applications of computer vision (WACV), 1215-1224, 2018
1002018
Cmp-pim: an energy-efficient comparator-based processing-in-memory neural network accelerator
S Angizi, Z He, AS Rakin, D Fan
Proceedings of the 55th Annual Design Automation Conference, 1-6, 2018
902018
Deephammer: Depleting the intelligence of deep neural networks through targeted chain of bit flips
F Yao, AS Rakin, D Fan
29th {USENIX} Security Symposium ({USENIX} Security 20), 2020
702020
Hierarchical temporal memory based on spin-neurons and resistive memory for energy-efficient brain-inspired computing
D Fan, M Sharad, A Sengupta, K Roy
IEEE transactions on neural networks and learning systems 27 (9), 1907-1919, 2015
702015
Spin-neurons: A possible path to energy-efficient neuromorphic computers
M Sharad, D Fan, K Roy
Journal of applied physics 114 (23), 234906, 2013
702013
MRIMA: An MRAM-based in-memory accelerator
S Angizi, Z He, A Awad, D Fan
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2019
672019
STT-SNN: A Spin-Transfer-Torque Based Soft-Limiting Non-Linear Neuron for Low-Power Artificial Neural Networks
D Fan, Y Shim, A Raghunathan, K Roy
Nanotechnology, IEEE Transactions on, 1, 2015
662015
Simultaneously optimizing weight and quantizer of ternary neural network using truncated gaussian approximation
Z He, D Fan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
652019
Coupled spin torque nano oscillators for low power neural computation
K Yogendra, D Fan, K Roy
IEEE Transactions on Magnetics 51 (10), 1-9, 2015
652015
IMCE: Energy-efficient bit-wise in-memory convolution engine for deep neural network
S Angizi, Z He, F Parveen, D Fan
2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC), 111-116, 2018
642018
Energy-efficient non-Boolean computing with spin neurons and resistive memory
M Sharad, D Fan, K Aitken, K Roy
IEEE Transactions on Nanotechnology 13 (1), 23-34, 2013
642013
Aligns: A processing-in-memory accelerator for dna short read alignment leveraging sot-mram
S Angizi, J Sun, W Zhang, D Fan
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
612019
Energy-efficient nonvolatile reconfigurable logic using spin hall effect-based lookup tables
R Zand, A Roohi, D Fan, RF DeMara
IEEE Transactions on Nanotechnology 16 (1), 32-43, 2016
612016
PIMA-logic: A novel processing-in-memory architecture for highly flexible and energy-efficient logic computation
S Angizi, Z He, D Fan
Proceedings of the 55th Annual Design Automation Conference, 1-6, 2018
602018
Ultra low power associative computing with spin neurons and resistive crossbar memory
M Sharad, D Fan, K Roy
Proceedings of the 50th Annual Design Automation Conference, 1-6, 2013
592013
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