journal article·2022-01-03

Deterministic Multimodal Perturbation Enables Neuromorphic-Compatible Signal Multiplexing

Ui Jin Kim, Dong Hae Ho, Yoon Young Choi, Yongsuk Choi, Dong Gue Roe, Yonghyun Albert Kwon, Seongchan Kim, Young Jin Choi, Yejin Heo, Sae Byeok Jo, Geun Yeol Bae, Taeyoon Lee, Jeong Ho Cho

ACS Materials Letters· Volume 4· Issue 1
Publisher page

Abstract

Human multisensory neurons integrate multiple sensory information obtained from the external environment for precise interpretation of an event. Inspired by biological multisensory integration/multiplexing behavior, an artificial multimodal integration system capable of emulating the perception of discomfort based on the integration of multiple sensory signals is presented. The system utilizes a sensory ring oscillator that concisely and efficiently integrates thermosensory and hygrosensory signals from artificial receptors into voltage pulses whose amplitude and frequency reflect the two individual sensory signals. Subsequently, a synaptic transistor translates voltage pulses into a postsynaptic current, which exhibits a high correlation with the calculated humidex. Finally, the feasibility of the artificial multimodal integration system is successfully demonstrated using light-emitting diode discomfort indicators, suggesting that the proposed system can act as a foundation for future studies pertaining to neuromorphic perception and complex neurorobotics.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Neural dynamics and brain function · Multisensory perception and integration · Advanced Memory and Neural Computing

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

Affiliations

School of Electrical and Electronic Engineering, Yonsei University, Seoul 03722, Korea

Department of Chemical and Biomolecular Engineering, Yonsei University, Seoul 03722, Korea

SKKU Advanced Institute of Nanotechnology (SAINT), Sungkyunkwan University, Suwon 16419, Korea

Department of Materials Science and Engineering, University of Washington, Seattle, Washington 98105, United States

Green and Sustainable Materials R&D Department, Korea Institute of Industrial Technology, Cheonan 31056, Korea

Funding

Ministry of Trade, Industry & Energy (MOTIE, Korea) · Ministry of Science and ICT, Korea · Ministry of Science and ICT, the Ministry of Trade, Industry and Energy, the Ministry of Health & Welfare, the Ministry of Food and Drug Safety

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