TY - JOUR
T1 - Random Number Generators and Spiking Neurons from Metal Oxide/Small Molecules Heterojunction N-Shape Switching Transistors
AU - Seo, Juhyung
AU - Kang, Seungme
AU - Kumar, Divake
AU - Shin, Wonjun
AU - Cho, Jinill
AU - Kim, Taesung
AU - Kim, Yeongkwon
AU - Jang, Byung Chul
AU - Trivedi, Amit R.
AU - Yoo, Hocheon
N1 - Publisher Copyright:
© 2024 Wiley-VCH GmbH.
PY - 2025/2/19
Y1 - 2025/2/19
N2 - In this study, a hybrid organic-inorganic field-effect transistor (FET) is proposed with n-type zinc-tin oxide (ZTO) and p-type dinaphtho[2,3-b:2′,3′-f] thieno[3,2-b]thiophene (DNTT), presenting two applications: (1) random number generator (RNG) and (2) spiking neuron. Interface challenges lead to operational instabilities such as bias stress and hysteresis due to trap site formation from oxide surface hydroxyl groups. However, these trap sites are utilized to produce unstable noise for RNG. Also, the impact of an internal interlayer is explored to mitigate instability in the negative transconductance (NTC) effect. This interlayer enhances material compatibility, improving turn-on voltage, on-off current ratio, and reducing hysteresis in the FET. These improvements highlight and maximize the robustness of NTC characteristics. Utilizing this behavior, a spiking neuron is demonstrated that emulates neuronal spiking and generates neuronal spike signals.
AB - In this study, a hybrid organic-inorganic field-effect transistor (FET) is proposed with n-type zinc-tin oxide (ZTO) and p-type dinaphtho[2,3-b:2′,3′-f] thieno[3,2-b]thiophene (DNTT), presenting two applications: (1) random number generator (RNG) and (2) spiking neuron. Interface challenges lead to operational instabilities such as bias stress and hysteresis due to trap site formation from oxide surface hydroxyl groups. However, these trap sites are utilized to produce unstable noise for RNG. Also, the impact of an internal interlayer is explored to mitigate instability in the negative transconductance (NTC) effect. This interlayer enhances material compatibility, improving turn-on voltage, on-off current ratio, and reducing hysteresis in the FET. These improvements highlight and maximize the robustness of NTC characteristics. Utilizing this behavior, a spiking neuron is demonstrated that emulates neuronal spiking and generates neuronal spike signals.
KW - fluoropolymer interlayer
KW - heterojunction
KW - negative transconductance
KW - neuromorphic devices
KW - random number generator
KW - zinc tin oxides
UR - http://www.scopus.com/inward/record.url?scp=85203490110&partnerID=8YFLogxK
U2 - 10.1002/adfm.202411348
DO - 10.1002/adfm.202411348
M3 - Article
AN - SCOPUS:85203490110
SN - 1616-301X
VL - 35
JO - Advanced Functional Materials
JF - Advanced Functional Materials
IS - 8
M1 - 2411348
ER -