2D layered metal-halide perovskite/oxide semiconductor-based broadband optoelectronic synaptic transistors with long-term visual memory. Issue 4 (5th January 2021)
- Record Type:
- Journal Article
- Title:
- 2D layered metal-halide perovskite/oxide semiconductor-based broadband optoelectronic synaptic transistors with long-term visual memory. Issue 4 (5th January 2021)
- Main Title:
- 2D layered metal-halide perovskite/oxide semiconductor-based broadband optoelectronic synaptic transistors with long-term visual memory
- Authors:
- Park, Youngjun
Kim, Min-Kyu
Lee, Jang-Sik - Abstract:
- Abstract : High-performance optoelectronic synaptic transistors are reported with a long-term memory by using organic–inorganic halide perovskites and oxide semiconductors. Abstract : To implement neuromorphic visual systems that can perceive and memorize optical information, it is essential to realize the artificial synapses that respond to optical signals. Organic–inorganic halide perovskites (OIHPs) have been considered as optically modulated synapses due to high absorption coefficient and long charge-carrier lifetime. However, it is difficult to store the optical information because photo-excited carriers recombine after removal of illumination. Here, we combine an OIHP with indium zinc tin oxide (IZTO) to implement artificial synapses that can perceive and memorize optical information for long-term storage in neuromorphic visual systems. The transparent IZTO on OIHP allows optical signal absorption by the OIHP and protects it from atmosphere exposure. Excellent optical absorption of OIHP leads to generation of photo-excited carriers, and the band alignment between IZTO and OIHP facilitates the spatial separation of photo-excited carriers that serves as the basis of optically-meditated charge trapping; these characteristics enable nonvolatile change in conductance. Optical synapses show potentiation/depression under multiple wavelengths with a large dynamic range of ∼10 4, which is significantly advantageous for recognition accuracy in artificial neural networks. TheseAbstract : High-performance optoelectronic synaptic transistors are reported with a long-term memory by using organic–inorganic halide perovskites and oxide semiconductors. Abstract : To implement neuromorphic visual systems that can perceive and memorize optical information, it is essential to realize the artificial synapses that respond to optical signals. Organic–inorganic halide perovskites (OIHPs) have been considered as optically modulated synapses due to high absorption coefficient and long charge-carrier lifetime. However, it is difficult to store the optical information because photo-excited carriers recombine after removal of illumination. Here, we combine an OIHP with indium zinc tin oxide (IZTO) to implement artificial synapses that can perceive and memorize optical information for long-term storage in neuromorphic visual systems. The transparent IZTO on OIHP allows optical signal absorption by the OIHP and protects it from atmosphere exposure. Excellent optical absorption of OIHP leads to generation of photo-excited carriers, and the band alignment between IZTO and OIHP facilitates the spatial separation of photo-excited carriers that serves as the basis of optically-meditated charge trapping; these characteristics enable nonvolatile change in conductance. Optical synapses show potentiation/depression under multiple wavelengths with a large dynamic range of ∼10 4, which is significantly advantageous for recognition accuracy in artificial neural networks. These results demonstrate the feasibility of OIHP-based optical synapses for neuromorphic visual systems. … (more)
- Is Part Of:
- Journal of materials chemistry. Volume 9:Issue 4(2021)
- Journal:
- Journal of materials chemistry
- Issue:
- Volume 9:Issue 4(2021)
- Issue Display:
- Volume 9, Issue 4 (2021)
- Year:
- 2021
- Volume:
- 9
- Issue:
- 4
- Issue Sort Value:
- 2021-0009-0004-0000
- Page Start:
- 1429
- Page End:
- 1436
- Publication Date:
- 2021-01-05
- Subjects:
- Materials -- Periodicals
Chemistry, Analytic -- Periodicals
Optical materials -- Research -- Periodicals
Electronics -- Materials -- Research -- Periodicals
543.0284 - Journal URLs:
- http://pubs.rsc.org/en/journals/journalissues/tc# ↗
http://www.rsc.org/ ↗ - DOI:
- 10.1039/d0tc04250a ↗
- Languages:
- English
- ISSNs:
- 2050-7526
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 5012.205300
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 15820.xml