Deterministic Multimodal Perturbation Enables Neuromorphic-Compatible Signal Multiplexing
  • UIJINKIM
  • DONGHAE HO
  • YOONYOUNG CHOI
  • YONGSUK CHOI
  • DONGGUEROE
  • ... YongHyun Kwon
  • 외 7명
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초록

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.

키워드

MXeneMultisensory integratinArtificial synapseHumidexNeuromorphic system
제목
Deterministic Multimodal Perturbation Enables Neuromorphic-Compatible Signal Multiplexing
저자
UIJINKIMDONGHAE HOYOONYOUNG CHOIYONGSUK CHOIDONGGUEROEYongHyun KwonSeongchan KimYoung Jun ChoiYEJINHEOSAEBYEOK JOGeun Yeol BarTaeyoon LeeJeong Ho Cho
DOI
10.1021/acsmaterialslett.1c00586
발행일
2022-01
저널명
ACS Materials Letters
4
1
페이지
102 ~ 110