journal article·2023-09Open access

An Artificial Olfactory System Based on a Chemi‐Memristive Device

Suk Yeop Chun, Young Geun Song, Ji Eun Kim, Jae Uk Kwon, Keunho Soh, Ju Young Kwon, Chong‐Yun Kang, Jung Ho Yoon

Advanced Materials· Volume 35· Issue 35

Abstract

Abstract Technologies based on the fusion of gas sensors and neuromorphic computing to mimic the olfactory system have immense potential. However, the implementation of neuromorphic olfactory systems remains in a state of infancy because conventional gas sensors lack the necessary functions. Therefore, this study proposes a hysteretic “chemi‐memristive gas sensor” based on oxygen vacancy chemi‐memristive dynamics that differ from that of conventional gas sensors. After the memristive switching operation, the redox reaction with the external gas molecules is enhanced, resulting in the generation and elimination of oxygen vacancies that induce rapid current changes. In addition, the pre‐generated oxygen vacancies enhance the post‐sensing properties. Therefore, fast responses, short recovery times, and hysteretic gas response are achieved by the proposed sensor at room temperature. Based on the advantageous functionality of the sensor, device‐level olfactory systems that can monitor the history of input gas stimuli are experimentally demonstrated as a potential application. Moreover, analog conductance modulation induced by oxidizing and reducing gases enables the conversion of external gas stimuli into synaptic weights and hence the realization of typical synaptic functionalities without an additional device or circuit. The proposed chemi‐memristive device represents an advance in the bioinspired technology adopted in creating artificial intelligence systems.
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Research context

OpenAlex topics: Advanced Memory and Neural Computing · Advanced Chemical Sensor Technologies · Olfactory and Sensory Function Studies

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Electronic Materials Research Center Korea Institute of Science and Technology (KIST) Seoul 02791 Republic of Korea

KU‐KIST Graduate School of Converging Science and Technology Korea University Seoul 02841 Republic of Korea

Department of Materials Science and Engineering Korea University Seoul 02841 Republic of Korea

Funding

National Research Foundation of Korea · Korea Institute of Science and Technology

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