@inproceedings{d76f579815474652976d1c1adef6737d,
title = "Modeling a Floating-Gate Memristive Device for Computer Aided Design of Neuromorphic Computing",
abstract = "Memristive technology is still not mature enough for the very large-scale integration necessary to obtain practical value from neuromorphic computing. While nonvolatile floating-gate synapse transistors have been implemented in very large-scale integrated neuromorphic systems, their large footprint still constrains an upper bound on the overall performance. A two-terminal floating-gate memristive device can combine the technological maturity of the floating-gate transistor and the conceptual novelty of the memristor using a standard CMOS process. In this paper, we present a top-down computer aided design framework of the floating-gate memristive device and show its potential in neuromorphic computing. Our framework includes a Verilog-A model, small-signal schematics, a stochastic model, Monte-Carlo simulations, layout, DRC, LVS, and RC extraction.",
keywords = "CAD, Floating-gate, VLSI, artificial neural networks, device modeling, flash memory, memristors, neuromorphic computing",
author = "L. Danial and V. Gupta and E. Pikhay and Y. Roizin and S. Kvatinsky",
note = "Publisher Copyright: {\textcopyright} 2020 EDAA.; 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020 ; Conference date: 09-03-2020 Through 13-03-2020",
year = "2020",
month = mar,
doi = "https://doi.org/10.23919/DATE48585.2020.9116354",
language = "الإنجليزيّة",
series = "Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "472--477",
editor = "{Di Natale}, Giorgio and Cristiana Bolchini and Elena-Ioana Vatajelu",
booktitle = "Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020",
address = "الولايات المتّحدة",
}