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Dmitri B. Strukov
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Publications
- 2018
- [j4]Farnood Merrikh-Bayat, Xinjie Guo, Michael Klachko, Mirko Prezioso, Konstantin K. Likharev, Dmitri B. Strukov:
High-Performance Mixed-Signal Neurocomputing With Nanoscale Floating-Gate Memory Cell Arrays. IEEE Trans. Neural Networks Learn. Syst. 29(10): 4782-4790 (2018) - 2017
- [c27]Xinjie Guo, Farnood Merrikh-Bayat, Mirko Prezioso, Y. Chen, B. Nguyen, N. Do, Dmitri B. Strukov:
Temperature-insensitive analog vector-by-matrix multiplier based on 55 nm NOR flash memory cells. CICC 2017: 1-4 - [c23]Farnood Merrikh-Bayat, Mirko Prezioso, Bhaswar Chakrabarti, Irina Kataeva, Dmitri B. Strukov:
Memristor-based perceptron classifier: Increasing complexity and coping with imperfect hardware. ICCAD 2017: 549-554 - [c22]Farnood Merrikh-Bayat, Xinjie Guo, Dmitri B. Strukov:
Exponential-weight multilayer perceptron. IJCNN 2017: 3709-3715 - 2016
- [c20]Gina C. Adam, Brian D. Hoskins, Mirko Prezioso, Farnood Merrikh-Bayat, Bhaswar Chakrabarti, Dmitri B. Strukov:
Highly-uniform multi-layer ReRAM crossbar circuits. ESSDERC 2016: 436-439 - [c18]Mirko Prezioso, Y. Zhong, D. Gavrilov, Farnood Merrikh-Bayat, Brian Hoskins, Gina C. Adam, Konstantin K. Likharev, Dmitri B. Strukov:
Spiking neuromorphic networks with metal-oxide memristors. ISCAS 2016: 177-180 - [i10]Farnood Merrikh-Bayat, Fabien Alibart, Ligang Gao, Dmitri B. Strukov:
A Reconfigurable FIR Filter with Memristor-Based Weights. CoRR abs/1608.05445 (2016) - [i9]Farnood Merrikh-Bayat, Xinjie Guo, Michael Klachko, Mirko Prezioso, Konstantin K. Likharev, Dmitri B. Strukov:
Sub-1-us, Sub-20-nJ Pattern Classification in a Mixed-Signal Circuit Based on Embedded 180-nm Floating-Gate Memory Cell Arrays. CoRR abs/1610.02091 (2016) - [i8]Xinjie Guo, Farnood Merrikh-Bayat, Mirko Prezioso, Y. Chen, B. Nguyen, N. Do, Dmitri B. Strukov:
Temperature-Insensitive Analog Vector-by-Matrix Multiplier Based on 55 nm NOR Flash Memory Cells. CoRR abs/1611.03379 (2016) - [i7]Farnood Merrikh-Bayat, Mirko Prezioso, Bhaswar Chakrabarti, Irina Kataeva, Dmitri B. Strukov:
Advancing Memristive Analog Neuromorphic Networks: Increasing Complexity, and Coping with Imperfect Hardware Components. CoRR abs/1611.04465 (2016) - [i6]Hussein Nili, Gina C. Adam, Mirko Prezioso, Jeeson Kim, Farnood Merrikh-Bayat, Omid Kavehei, Dmitri B. Strukov:
Highly-Secure Physically Unclonable Cryptographic Primitives Using Nonlinear Conductance and Analog State Tuning in Memristive Crossbar Arrays. CoRR abs/1611.07946 (2016) - 2015
- [c17]Irina Kataeva, Farnood Merrikh-Bayat, Elham Zamanidoost, Dmitri B. Strukov:
Efficient training algorithms for neural networks based on memristive crossbar circuits. IJCNN 2015: 1-8 - [c15]Farnood Merrikh-Bayat, Xinjie Guo, H. A. Ommani, N. Do, Konstantin K. Likharev, Dmitri B. Strukov:
Redesigning commercial floating-gate memory for analog computing applications. ISCAS 2015: 1921-1924 - [i5]Mirko Prezioso, Farnood Merrikh-Bayat, Brian Hoskins, Konstantin K. Likharev, Dmitri B. Strukov:
Self-Adaptive Spike-Time-Dependent Plasticity of Metal-Oxide Memristors. CoRR abs/1505.05549 (2015) - 2014
- [i3]Farnood Merrikh-Bayat, Xinjie Guo, H. A. Ommani, N. Do, Konstantin K. Likharev, Dmitri B. Strukov:
Redesigning Commercial Floating-Gate Memory for Analog Computing Applications. CoRR abs/1410.4781 (2014) - [i2]Mirko Prezioso, Farnood Merrikh-Bayat, Brian Hoskins, Gina C. Adam, Konstantin K. Likharev, Dmitri B. Strukov:
Training and Operation of an Integrated Neuromorphic Network Based on Metal-Oxide Memristors. CoRR abs/1412.0611 (2014) - 2013
- [c10]Ligang Gao, Farnood Merrikh-Bayat, Fabien Alibart, Xinjie Guo, Brian D. Hoskins, Kwang-Ting Cheng, Dmitri B. Strukov:
Digital-to-analog and analog-to-digital conversion with metal oxide memristors for ultra-low power computing. NANOARCH 2013: 19-22
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