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학술지 Optically Readable Waveguide-Integrated Electrochromic Artificial Synaptic Device for Photonic Neuromorphic Systems
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저자
김진태, 송주희, 아칠성
발행일
202007
출처
ACS Applied Electronic Materials, v.2 no.7, pp.2057-2063
ISSN
2637-6113
출판사
American Chemical Society(ACS)
DOI
https://dx.doi.org/10.1021/acsaelm.0c00314
협약과제
20HB1900, 근거리 저속 이동형 양자암호통신을 위한 편광기반 무선 양자키분배 송수신부 집적화 모듈 기술 개발, 윤천주
초록
Despite advances in numerous artificial synaptic devices, the search for a new functionalized synaptic device remains the subject of rigorous investigation for constructing neuromorphic systems. Optical readout functionality in artificial synapses is interesting as on-chip photonic integration technology could increase bandwidth and signal transmission, stop signal interference, reduce power loss, and provide degrees of freedom that complete the photonic neuromorphic system using light rather than electrons. Here, a waveguide-integrated electrochromic artificial synaptic device in which the electrolyte-gated electrical synaptic signal is read by optical means is demonstrated. The optically readable electrochromic synaptic device successfully imitates essential synaptic functions, such as short- and long-term plasticity, excitatory and inhibitory postsynaptic potentiation, and paired-pulse facilitation. In addition, randomly accessible nonvolatile multilevel optical memories are also demonstrated based on electrolyte ion dynamics that enable electrical switching of the transparency of the electrochromic material in a nonvolatile manner. This optically readable artificial synapse approach based on photonic integration circuit technologies provides insight into an exact reading of the emulation of the biological synapse in an optical manner and is a key step toward the implementation of non-conventional photonic neuromorphic systems with tunable bio-inspired synaptic functions.
KSP 제안 키워드
Degrees of freedom(DOF), Electrolyte ion, Integration Circuit(IC), Long-term plasticity, Non-conventional, On-chip, Optical memories, Paired-pulse, Photonic integration circuit, Short-, Signal transmission