Farnood Merrikh Bayat
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Training and operation of an integrated neuromorphic network based on metal-oxide memristors
M Prezioso, F Merrikh-Bayat, BD Hoskins, GC Adam, KK Likharev, ...
Nature 521 (7550), 61-64, 2015
16082015
Implementation of multilayer perceptron network with highly uniform passive memristive crossbar circuits
FM Bayat, M Prezioso, B Chakrabarti, H Nili, I Kataeva, D Strukov
Nature communications 9 (1), 1-7, 2018
1902018
Self-adaptive spike-time-dependent plasticity of metal-oxide memristors
M Prezioso, FM Bayat, B Hoskins, K Likharev, D Strukov
Scientific reports 6 (1), 1-6, 2016
1252016
3-D memristor crossbars for analog and neuromorphic computing applications
GC Adam, BD Hoskins, M Prezioso, F Merrikh-Bayat, B Chakrabarti, ...
IEEE Transactions on Electron Devices 64 (1), 312-318, 2016
1182016
Memristor-based circuits for performing basic arithmetic operations
F Merrikh-Bayat, SB Shouraki
Procedia Computer Science 3, 128-132, 2011
1182011
Fast, energy-efficient, robust, and reproducible mixed-signal neuromorphic classifier based on embedded NOR flash memory technology
X Guo, FM Bayat, M Bavandpour, M Klachko, MR Mahmoodi, M Prezioso, ...
2017 IEEE International Electron Devices Meeting (IEDM), 6.5. 1-6.5. 4, 2017
982017
Efficient training algorithms for neural networks based on memristive crossbar circuits
I Kataeva, F Merrikh-Bayat, E Zamanidoost, D Strukov
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
882015
Spike-timing-dependent plasticity learning of coincidence detection with passively integrated memristive circuits
M Prezioso, MR Mahmoodi, FM Bayat, H Nili, H Kim, A Vincent, ...
Nature communications 9 (1), 1-8, 2018
672018
Hardware-intrinsic security primitives enabled by analogue state and nonlinear conductance variations in integrated memristors
H Nili, GC Adam, B Hoskins, M Prezioso, J Kim, MR Mahmoodi, FM Bayat, ...
Nature Electronics 1 (3), 197-202, 2018
632018
High-performance mixed-signal neurocomputing with nanoscale floating-gate memory cell arrays
F Merrikh-Bayat, X Guo, M Klachko, M Prezioso, KK Likharev, DB Strukov
IEEE transactions on neural networks and learning systems 29 (10), 4782-4790, 2017
592017
Phenomenological modeling of memristive devices
FM Bayat, B Hoskins, DB Strukov
Applied Physics A 118 (3), 779-786, 2015
582015
Modeling and implementation of firing-rate neuromorphic-network classifiers with bilayer Pt/Al2O3/TiO2− x/Pt memristors
M Prezioso, I Kataeva, F Merrikh-Bayat, B Hoskins, G Adam, T Sota, ...
2015 IEEE International Electron Devices Meeting (IEDM), 17.4. 1-17.4. 4, 2015
472015
Memristive neuro-fuzzy system
F Merrikh-Bayat, SB Shouraki
IEEE transactions on cybernetics 43 (1), 269-285, 2012
472012
Memristor crossbar-based hardware implementation of the IDS method
F Merrikh-Bayat, SB Shouraki, A Rohani
IEEE Transactions on Fuzzy Systems 19 (6), 1083-1096, 2011
462011
Temperature-insensitive analog vector-by-matrix multiplier based on 55 nm NOR flash memory cells
X Guo, FM Bayat, M Prezioso, Y Chen, B Nguyen, N Do, DB Strukov
2017 IEEE Custom Integrated Circuits Conference (CICC), 1-4, 2017
432017
Modeling and experimental demonstration of a Hopfield network analog-to-digital converter with hybrid CMOS/memristor circuits
X Guo, F Merrikh-Bayat, L Gao, BD Hoskins, F Alibart, B Linares-Barranco, ...
Frontiers in neuroscience 9, 488, 2015
422015
Linear-quadratic blind source separating structure for removing show-through in scanned documents
F Merrikh-Bayat, M Babaie-Zadeh, C Jutten
International Journal on Document Analysis and Recognition (IJDAR) 14 (4 …, 2011
422011
Redesigning commercial floating-gate memory for analog computing applications
FM Bayat, X Guo, HA Om'Mani, N Do, KK Likharev, DB Strukov
2015 IEEE International Symposium on Circuits and Systems (ISCAS), 1921-1924, 2015
412015
Digital-to-analog and analog-to-digital conversion with metal oxide memristors for ultra-low power computing
L Gao, F Merrikh-Bayat, F Alibart, X Guo, BD Hoskins, KT Cheng, ...
2013 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH …, 2013
412013
The neuro-fuzzy computing system with the capacity of implementation on a memristor crossbar and optimization-free hardware training
F Merrikh-Bayat, F Merrikh-Bayat, SB Shouraki
IEEE Transactions on Fuzzy Systems 22 (5), 1272-1287, 2013
312013
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