Farnood Merrikh Bayat

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Dmitri StrukovProfessor of Electrical and Computer Engineering, University of California, Santa BarbaraDirección de correo verificada de ece.ucsb.edu
Mirko PreziosoUniversity of California, Santa BarbaraDirección de correo verificada de ece.ucsb.edu
Brian D. HoskinsPhysicist | National Institute of Standards and TechnologyDirección de correo verificada de nist.gov
Konstantin LikharevDistinguished ProfessorDirección de correo verificada de stonybrook.edu
Gina C. AdamAssistant Professor | George Washington UniversityDirección de correo verificada de gwu.edu
Bhaswar ChakrabartiAssistant Professor, Indian Institute of Technology MadrasDirección de correo verificada de ee.iitm.ac.in
Saeed Bagheri ShourakiProfessor of Electrical Engineering, Sharif UniversityDirección de correo verificada de sharif.edu
Hussein NiliKeysight TechnologiesDirección de correo verificada de ece.ucsb.edu
Ligang GaoDepartment of Electrical Engineering, Arizona State UniversityDirección de correo verificada de asu.edu
Christian JuttenEmeritus Prof. of Statistical Signal Processing, Univ. Grenoble Alpes, Institut Universitaire deDirección de correo verificada de gipsa-lab.fr
Omid KaveheiThe University of SydneyDirección de correo verificada de sydney.edu.au
Farshad Merrikh BayatAssistant Professor, University of Scranton, PADirección de correo verificada de scranton.edu
Elham ZamanidoostQualcomm technologiesDirección de correo verificada de qti.qualcomm.com
Christof TeuscherProfessor of Electrical and Computer Engineering, Portland State UniversityDirección de correo verificada de teuscher.ch
Luke TheogarajanProfessor, University of California, Santa BarbaraDirección de correo verificada de ece.ucsb.edu
Bernabe Linares-BarrancoInstituto de Microelectrónica de Sevilla, IMSE-CNM, Universidad de Sevilla, CSICDirección de correo verificada de imse-cnm.csic.es
Ali RohaniUniversity of VirginiaDirección de correo verificada de virginia.edu
Kwang-Ting (Tim) ChengChair Professor of ECE and CSE, HKUSTDirección de correo verificada de ust.hk

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Farnood Merrikh Bayat

University of California Santa Barbara

Dirección de correo verificada de ece.ucsb.edu - Página principal

Memristor or Flash-based Neuromorphic Systems Artificial Intelligence Machine Learning Fuzzy logic


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	2777	2015
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), 2331, 2018	395	2018
Self-adaptive spike-time-dependent plasticity of metal-oxide memristors M Prezioso, F Merrikh Bayat, B Hoskins, K Likharev, D Strukov Scientific reports 6 (1), 21331, 2016	231	2016
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	229	2016
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	201	2017
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), 5311, 2018	196	2018
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	180	2018
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	164	2017
Memristor-based circuits for performing basic arithmetic operations F Merrikh-Bayat, SB Shouraki Procedia Computer Science 3, 128-132, 2011	137	2011
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	112	2015
Deep learning neural network classifier using non-volatile memory array FM Bayat, X Guo, D Strukov, N Do, H Van Tran, V Tiwari, M Reiten US Patent 11,308,383, 2022	92	2022
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	83	2017
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	75	2015
Phenomenological modeling of memristive devices F Merrikh Bayat, B Hoskins, DB Strukov Applied Physics A 118, 779-786, 2015	74	2015
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	65	2015
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	65	2011
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	62	2015
Memristive neuro-fuzzy system F Merrikh-Bayat, SB Shouraki IEEE transactions on cybernetics 43 (1), 269-285, 2012	57	2012
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	54	2013
Manhattan rule training for memristive crossbar circuit pattern classifiers E Zamanidoost, FM Bayat, D Strukov, I Kataeva 2015 IEEE 9th International Symposium on Intelligent Signal Processing (WISP …, 2015	47	2015

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