Venkatesan, T and Goswami, S and Williams, RS and Goswami, S (2022) Entrenching Decision Trees in a Robust Molecular Circuit Element. In: 2022 IEEE International Symposium on Circuits and Systems, ISCAS 2022, 27 May - 1 June 2022, Austin, pp. 2229-2232.
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Official URL: https://doi.org/10.1109/ISCAS48785.2022.9937458
Abstract
By mapping logic complexities onto molecular redox transitions, we embed decision trees in a nanoscale memristive element. Our circuit element is robust, and the switching events are deterministic. These molecular elements may offer a substantial advancement in stateful in-memory computing technology.
Item Type: | Conference Paper |
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Publication: | Proceedings - IEEE International Symposium on Circuits and Systems |
Publisher: | Institute of Electrical and Electronics Engineers Inc. |
Additional Information: | The copyright for this article belongs to Institute of Electrical and Electronics Engineers Inc. |
Keywords: | Computation theory; Timing circuits, Circuit elements; Deterministics; In-memory computing; Logic complexity; Mapping logic; Memristor; Molecular circuits; Molecular redox; Nano scale; Redox transition, Decision trees |
Department/Centre: | Division of Interdisciplinary Sciences > Centre for Nano Science and Engineering |
Date Deposited: | 04 Jan 2023 04:37 |
Last Modified: | 04 Jan 2023 04:37 |
URI: | https://eprints.iisc.ac.in/id/eprint/78681 |
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