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Mohammad Bavandpour
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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
2052017
Biologically inspired spiking neurons: Piecewise linear models and digital implementation
H Soleimani, A Ahmadi, M Bavandpour
IEEE Transactions on Circuits and Systems I: Regular Papers 59 (12), 2991-3004, 2012
1532012
Digital implementation of a biological astrocyte model and its application
H Soleimani, M Bavandpour, A Ahmadi, D Abbott
IEEE transactions on neural networks and learning systems 26 (1), 127-139, 2014
672014
Energy-efficient time-domain vector-by-matrix multiplier for neurocomputing and beyond
M Bavandpour, MR Mahmoodi, DB Strukov
IEEE Transactions on Circuits and Systems II: Express Briefs 66 (9), 1512-1516, 2019
582019
Mixed-signal neuromorphic inference accelerators: Recent results and future prospects
M Bavandpour, MR Mahmoodi, H Nili, FM Bayat, M Prezioso, A Vincent, ...
2018 IEEE International Electron Devices Meeting (IEDM), 20.4. 1-20.4. 4, 2018
442018
3D-aCortex: An ultra-compact energy-efficient neurocomputing platform based on commercial 3D-NAND flash memories
M Bavandpour, S Sahay, MR Mahmoodi, DB Strukov
Neuromorphic Computing and Engineering 1 (1), 014001, 2021
352021
Efficient mixed-signal neurocomputing via successive integration and rescaling
M Bavandpour, S Sahay, MR Mahmoodi, D Strukov
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 28 (3), 823-827, 2019
272019
A generalized analog implementation of piecewise linear neuron models using CCII building blocks
H Soleimani, A Ahmadi, M Bavandpour, O Sharifipoor
Neural Networks 51, 26-38, 2014
252014
Energy-efficient moderate precision time-domain mixed-signal vector-by-matrix multiplier exploiting 1T-1R arrays
S Sahay, M Bavandpour, MR Mahmoodi, D Strukov
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits 6 …, 2020
242020
Mixed-signal vector-by-matrix multiplier circuits based on 3D-NAND memories for neurocomputing
M Bavandpour, S Sahay, MR Mahmoodi, D Strukov
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 696-701, 2020
212020
Acortex: An energy-efficient multipurpose mixed-signal inference accelerator
M Bavandpour, MR Mahmoodi, DB Strukov
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits 6 …, 2020
162020
Cellular memristive dynamical systems (CMDS)
M Bavandpour, H Soleimani, S Bagheri-Shouraki, A Ahmadi, D Abbott, ...
International Journal of Bifurcation and Chaos 24 (05), 1430016, 2014
142014
Spiking neuro-fuzzy clustering system and its memristor crossbar based implementation
M Bavandpour, S Bagheri-Shouraki, H Soleimani, A Ahmadi, ...
Microelectronics Journal 45 (11), 1450-1462, 2014
122014
A 2T-1R cell array with high dynamic range for mismatch-robust and efficient neurocomputing
S Sahay, M Bavandpour, MR Mahmoodi, D Strukov
2020 IEEE International Memory Workshop (IMW), 1-4, 2020
112020
Generalized reconfigurable memristive dynamical system (MDS) for neuromorphic applications
M Bavandpour, H Soleimani, B Linares-Barranco, D Abbott, LO Chua
Frontiers in neuroscience 9, 409, 2015
102015
Mixed signal neuromorphic computing with nonvolatile memory devices
D Strukov, FM Bayat, M Bavandpour, MR Mahmoodi, X Guo
US Patent App. 16/608,006, 2021
92021
Networked adaptive non-linear oscillators: a digital synthesis and application
MA Maleki, A Ahmadi, SVAD Makki, H Soleimani, M Bavandpour
Circuits, Systems, and Signal Processing 34, 483-512, 2015
52015
Mixed-Signal Neuromorphic Processors: Quo Vadis?
M Bavandpour, MR Mahmoodi, S Sahay, DB Strukov
2019 IEEE SOI-3D-Subthreshold Microelectronics Technology Unified Conference …, 2019
42019
Simulation of memristor crossbar structure on GPU platform
M Bavandpour, SB Shouraki, H Soleimani, A Ahmadi, AA Makhlooghpour
20th Iranian Conference on Electrical Engineering (ICEE2012), 178-183, 2012
42012
Time-domain mixed-signal vector-by-matrix multiplier exploiting 1T-1R array
S Sahay, M Bavandpour, MR Mahmoodi, D Strukov
arXiv preprint arXiv:1905.09454, 2019
32019
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