Artificial Synapses Based on in-Plane Gate Organic Electrochemical Transistors

被引:168
作者
Qian, Chuan [1 ]
Sun, Jia [1 ]
Kong, Ling-an [1 ]
Gou, Guangyang [1 ]
Yang, Junliang [1 ]
He, Jun [1 ]
Gao, Yongli [1 ,2 ]
Wan, Qing [3 ,4 ]
机构
[1] Cent S Univ, Sch Phys & Elect, Hunan Key Lab Super Microstruct & Ultrafast Proc, Changsha 410083, Hunan, Peoples R China
[2] Univ Rochester, Dept Phys & Astron, Rochester, NY 14627 USA
[3] Nanjing Univ, Sch Elect Sci & Engn, Nanjing 210093, Jiangsu, Peoples R China
[4] Nanjing Univ, Collaborat Innovat Ctr Adv Microstruct, Nanjing 210093, Jiangsu, Peoples R China
基金
中国国家自然科学基金; 美国国家科学基金会;
关键词
organic semiconductors; ion gel; electrochemical transistors; artificial synapses; neuromorphic systems; TERM SYNAPTIC PLASTICITY; THIN-FILM; EXCITATORY SYNAPSES; PYRAMIDAL NEURONS; ELECTRONICS; NETWORKS; CIRCUITS; DISPLAYS;
D O I
10.1021/acsami.6b08866
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
Realization of biological synapses using electronic devices is regarded as the basic building blocks for neuromorphic engineering and artificial neural network. With the advantages of biocompatibility, low cost, flexibility, and compatible with printing and roll-to-roll processes, the artificial synapse based on organic transistor is of great interest. In this paper, the artificial synapse simulation by ion-gel gated organic field-effect transistors (FETs) with poly(3-hexylthiophene) (P3HT) active channel is demonstrated. Key features of the synaptic behaviors, such as paired-pulse facilitation (PPF), short-term plasticity (STP), self-tuning, the spike logic operation, spatioternporal dentritic integration, and modulation are successfully mimicked. Furthermore, the interface doping processes of electrolyte ions between the active P3HT layer and ion gels is comprehensively studied for confirming the operating processes underlying the conductivity and excitatory postsynaptic current (EPSC) variations in the organic synaptic devices. This study represents an important step toward building future artificial neuromorphic systems with newly emerged ion gel gated organic synaptic devices.
引用
收藏
页码:26169 / 26175
页数:7
相关论文
共 41 条
[1]  
Atluri PP, 1996, J NEUROSCI, V16, P5661
[2]   Modeling short-term synaptic depression in silicon [J].
Boegerhausen, M ;
Suter, P ;
Liu, SC .
NEURAL COMPUTATION, 2003, 15 (02) :331-348
[3]   State-dependent computations: spatiotemporal processing in cortical networks [J].
Buonomano, Dean V. ;
Maass, Wolfgang .
NATURE REVIEWS NEUROSCIENCE, 2009, 10 (02) :113-125
[4]   Decoding temporal information: A model based on short-term synaptic plasticity [J].
Buonomano, DV .
JOURNAL OF NEUROSCIENCE, 2000, 20 (03) :1129-1141
[5]   TO BUILD A BRAIN [J].
Furber, Steve .
IEEE SPECTRUM, 2012, 49 (08) :44-49
[6]   Surface analytical studies of interfaces in organic semiconductor devices [J].
Gao, Yongli .
MATERIALS SCIENCE & ENGINEERING R-REPORTS, 2010, 68 (03) :39-87
[7]   Organic Transistors in Optical Displays and Microelectronic Applications [J].
Gelinck, Gerwin ;
Heremans, Paul ;
Nomoto, Kazumasa ;
Anthopoulos, Thomas D. .
ADVANCED MATERIALS, 2010, 22 (34) :3778-3798
[8]   Synaptic plasticity functions in an organic electrochemical transistor [J].
Gkoupidenis, Paschalis ;
Schaefer, Nathan ;
Strakosas, Xenofon ;
Fairfield, Jessamyn A. ;
Malliaras, George G. .
APPLIED PHYSICS LETTERS, 2015, 107 (26)
[9]   Neuromorphic Functions in PEDOT:PSS Organic Electrochemical Transistors [J].
Gkoupidenis, Paschalis ;
Schaefer, Nathan ;
Garlan, Benjamin ;
Malliaras, George G. .
ADVANCED MATERIALS, 2015, 27 (44) :7176-+
[10]   SPECTROSCOPIC STUDIES OF SOLUBLE POLY(3-ALKYLTHIENYLENES) [J].
HOTTA, S ;
RUGHOOPUTH, DDV ;
HEEGER, AJ ;
WUDL, F .
MACROMOLECULES, 1987, 20 (01) :212-215