Source abstract
Abstract
Neuromorphic computing systems that mimic the human brain have recently attracted substantial attention because they allow for the efficient processing of large amounts of data. These systems are composed of neurons and synapses to transfer information; synapses play a particularly important role in transmitting and integrating processed signals between the neurons. The ferroelectric field-effect transistors (FeFETs) can meet the required properties of artificial synaptic devices because the channel current can be controlled with changes in applied gate voltage due to two stable polarization states, meaning that the data can be memorized in various states. In this study, the epitaxial Pb(Zr 0.20 Ti 0.80 )O 3 (PZT) film was grown on La 0.67 Sr 0.33 MnO 3 (LSMO) buffered SrTiO 3 (STO) single crystal substrate using pulsed laser deposition (PLD). As the channel layer, the amorphous indium gallium zinc oxide (a-IGZO) was employed due to its large carrier mobility and good uniformity. The epitaxially grown single-crystal PZT thin film has a residual polarization ( P r ) value of 20.2 μC/cm 2 and the a-IGZO thin film transistor has a carrier mobility of 10.23 cm 2 /V s. The biological synaptic behaviors were emulated using the fabricated FeFETs based on the PZT and a-IGZO thin film as a gate insulator and channel material, respectively. The synaptic plasticity was analyzed according to the applied voltage pulse condition. The calculated nonlinearity values were 0.00 and 5.41 with 16 pulse numbers and 0.51 and 7.05 with 32 pulse numbers for potentiation and depression, respectively.
Source: openalex_inverted_index · Quality: baseline
Affiliations
Center for Neuromorphic Engineering, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea
Electronic Materials Research Center, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea
School of Advanced Materials Science and Engineering, Sungkyunkwan University (SKKU), Suwon 16419, Republic of Korea
KIST-SKKU Carbon-Neutral Research Center, Sungkyunkwan University (SKKU), Suwon 16419, Republic of Korea
KU-KIST Graduate School of Converging Science and Technology, Korea University, Seoul 02841, Republic of Korea
Division of Nanoscience and Technology, Korea University of Science and Technology (UST), Daejeon 34113, Republic of Korea
Funding
National Research Foundation of Korea · Institute for Information and Communications Technology Promotion · Korea Institute of Science and Technology