共 51 条
Photoelectric Synaptic Plasticity Realized by 2D Perovskite
被引:186
作者:
Sun, Yilin
[1
,2
,3
]
Qian, Liu
[4
]
Xie, Dan
[1
]
Lin, Yuxuan
[2
,3
]
Sun, Mengxing
[1
]
Li, Weiwei
[1
]
Ding, Liming
[4
]
Ren, Tianling
[1
]
Palacios, Tomas
[2
,3
]
机构:
[1] Tsinghua Univ, Tsinghua Natl Lab Informat Sci & Technol TNList, Inst Microelect, Beijing 100084, Peoples R China
[2] MIT, Dept Elect Engn & Comp Sci, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[3] MIT, MTL, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[4] Natl Ctr Nanosci & Technol, Key Lab Nanosyst & Hierarch Fabricat CAS, Ctr Excellence Nanosci, Beijing 100190, Peoples R China
基金:
中国国家自然科学基金;
关键词:
2D perovskites;
artificial synapses;
chemical composition engineering;
light stimuli;
Sn vacancies;
SOLAR-CELLS;
STABILITY;
CIRCUIT;
MEMORY;
D O I:
10.1002/adfm.201902538
中图分类号:
O6 [化学];
学科分类号:
0703 ;
摘要:
Recently, several light-stimulated artificial synaptic devices have been proposed to mimic photonic synaptic plasticity for neuromorphic computing. Here, the photoelectric synaptic plasticity based on 2D lead-free perovskite ((PEA)(2)SnI4) is demonstrated. The devices show a photocurrent activation in response to a light stimulus in a neuron-like way and exhibit several essential synaptic functions such as short-term plasticity (STP) and long-term plasticity (LTP) as well as their transmission based on spike frequency control. The strength of synaptic connectivity can be effectively modulated by the duration, irradiance, and wavelength of light spikes. The ternary structure of (PEA)(2)SnI4 causes it to possess varied photoelectric properties by composition control, which enhances the complexity and freedoms required by neuromorphic computing. The physical mechanisms of the memory effect are attributed to two distinct lifetimes of photogenerated carrier trapping/detrapping processes modulated by controlling the proportion of Sn vacancies. This work demonstrates the great potential of (PEA)(2)SnI4 as a platform to develop future multifunctional artificial neuromorphic systems.
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