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 | 217 | 2017 |
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 | 160 | 2012 |
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 | 71 | 2014 |
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 | 66 | 2019 |
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 | 47 | 2018 |
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 | 40 | 2021 |
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 | 30 | 2019 |
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 | 27 | 2020 |
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 | 26 | 2014 |
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 | 21 | 2020 |
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 | 17 | 2020 |
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 | 15 | 2014 |
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 | 12 | 2020 |
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 | 12 | 2014 |
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 | 11 | 2015 |
Mixed signal neuromorphic computing with nonvolatile memory devices D Strukov, FM Bayat, M Bavandpour, MR Mahmoodi, X Guo US Patent 12,106,211, 2024 | 10 | 2024 |
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 | 5 | 2015 |
Mixed-Signal Neuromorphic Processors: Quo Vadis? M Bavandpour, MR Mahmoodi, S Sahay, DB Strukov 2019 IEEE SOI-3D-Subthreshold Microelectronics Technology Unified Conference …, 2019 | 4 | 2019 |
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 | 4 | 2012 |
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 | 3 | 2019 |