Entrenching Decision Trees in a Robust Molecular Circuit Element

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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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
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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