Farnood Merrikh-Bayat

Publication Activity (10 Years)

Years Active: 2008-2018
Publications (10 Years): 12

Top Topics

Thresholding Methods

Multilayer Perceptron

Top Venues

IEEE Trans. Cybern.

Publications

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) (2018)
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)
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)
Iman Esmaili Paeen Afrakoti, Saeed Bagheri Shouraki, Farnood Merrikh-Bayat, Mohammad Gholami
Using a memristor crossbar structure to implement a novel adaptive real-time fuzzy modeling algorithm. Fuzzy Sets Syst. 307 (2017)
Farnood Merrikh-Bayat, Xinjie Guo, Dmitri B. Strukov
Exponential-weight multilayer perceptron. IJCNN (2017)
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)
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 (2016)
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 (2016)
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 (2016)
Farnood Merrikh-Bayat, Fabien Alibart, Ligang Gao, Dmitri B. Strukov
A Reconfigurable FIR Filter with Memristor-Based Weights. CoRR (2016)
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)
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 (2016)
Irina Kataeva, Farnood Merrikh-Bayat, Elham Zamanidoost, Dmitri B. Strukov
Efficient training algorithms for neural networks based on memristive crossbar circuits. IJCNN (2015)
Farnood Merrikh-Bayat, Saeed Bagheri Shouraki
Nonlinear behavior of memristive devices during tuning process and its impact on STDP learning rule in memristive neural networks. Neural Comput. Appl. 26 (1) (2015)
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)
Mirko Prezioso, Farnood Merrikh-Bayat, Brian Hoskins, Konstantin K. Likharev, Dmitri B. Strukov
Self-Adaptive Spike-Time-Dependent Plasticity of Metal-Oxide Memristors. CoRR (2015)
Farnood Merrikh-Bayat, Farshad Merrikh-Bayat, Saeed Bagheri Shouraki
The Neuro-Fuzzy Computing System With the Capacity of Implementation on a Memristor Crossbar and Optimization-Free Hardware Training. IEEE Trans. Fuzzy Syst. 22 (5) (2014)
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 (2014)
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 (2014)
Farnood Merrikh-Bayat, Saeed Bagheri Shouraki, Farshad Merrikh-Bayat
Memristive fuzzy edge detector. J. Real Time Image Process. 9 (3) (2014)
Farnood Merrikh-Bayat, Saeed Bagheri Shouraki, Iman Esmaili Paeen Afrakoti
Bottleneck of using a single memristive device as a synapse. Neurocomputing 115 (2013)
Iman Esmaili Paeen Afrakoti, Saeed Bagheri Shouraki, Farnood Merrikh-Bayat
Using memristor crossbar structure to implement a novel adaptive real time fuzzy modeling algorithm. CoRR (2013)
Farnood Merrikh-Bayat, Saeed Bagheri Shouraki
Memristive Neuro-Fuzzy System. IEEE Trans. Cybern. 43 (1) (2013)
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)
Farnood Merrikh-Bayat, Farshad Merrikh-Bayat, Saeed Bagheri Shouraki
Neuro-Fuzzy Computing System with the Capacity of Implementation on Memristor-Crossbar and Optimization-Free Hardware Training CoRR (2012)
Farnood Merrikh-Bayat, Saeed Bagheri Shouraki
Efficient neuro-fuzzy system and its Memristor Crossbar-based Hardware Implementation CoRR (2011)
Farnood Merrikh-Bayat, Saeed Bagheri Shouraki, Ali Rohani
Memristor Crossbar-Based Hardware Implementation of the IDS Method. IEEE Trans. Fuzzy Syst. 19 (6) (2011)
Farnood Merrikh-Bayat, Massoud Babaie-Zadeh, Christian Jutten
Linear-quadratic blind source separating structure for removing show-through in scanned documents. Int. J. Document Anal. Recognit. 14 (4) (2011)
Farnood Merrikh-Bayat, Saeed Bagheri Shouraki
Programming of memristor crossbars by using genetic algorithm. WCIT (2011)
Farnood Merrikh-Bayat, Saeed Bagheri Shouraki
Memristor-based circuits for performing basic arithmetic operations. WCIT (2011)
Farnood Merrikh-Bayat, Saeed Bagheri Shouraki, Farshad Merrikh-Bayat
Memristor crossbar-based hardware implementation of fuzzy membership functions. FSKD (2011)
Farnood Merrikh-Bayat, Saeed Bagheri Shouraki
Memristive fuzzy edge detector CoRR (2011)
Farnood Merrikh-Bayat, Saeed Bagheri Shouraki
Memristor Crossbar-based Hardware Implementation of Fuzzy Membership Functions CoRR (2010)
Farnood Merrikh-Bayat, Saeed Bagheri Shouraki
Memristor-based Circuits for Performing Basic Arithmetic Operations CoRR (2010)
Farnood Merrikh-Bayat, Saeed Bagheri Shouraki, Ali Rohani
Memristor Crossbar-based Hardware Implementation of IDS Method CoRR (2010)
Farnood Merrikh-Bayat, Saeed Bagheri Shouraki
Bottleneck of using single memristor as a synapse and its solution CoRR (2010)
Farnood Merrikh-Bayat, Massoud Babaie-Zadeh, Christian Jutten
Using Non-Negative Matrix Factorization for Removing Show-Through. LVA/ICA (2010)
Farnood Merrikh-Bayat, Massoud Babaie-Zadeh, Christian Jutten
A nonlinear blind source separation solution for removing the show-through effect in the scanned documents. EUSIPCO (2008)