Neurotransmitter-Induced Excitatory and Inhibitory Functions in Artificial Synapses

被引:45
作者
Kim, Dongshin [1 ]
Lee, Jang-Sik [1 ]
机构
[1] Pohang Univ Sci & Technol POSTECH, Dept Mat Sci & Engn, Pohang 37673, South Korea
基金
新加坡国家研究基金会;
关键词
artificial synapses; excitatory postsynaptic currents; excitatory-inhibitory balancing characteristics; inhibitory postsynaptic currents; neuromorphic devices; LONG-TERM POTENTIATION; SYNAPTIC PLASTICITY; ENHANCEMENT; MEMORY; CONDUCTIVITY; DEPRESSION; NETWORKS; PATHWAYS; BRAIN;
D O I
10.1002/adfm.202200497
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Neurotransmitters control signal transmission in the nervous system. The signals of neuron cells can be excited or inhibited based on the types of neurotransmitters that are released from pre-synaptic neurons. The balance of the excitatory and inhibitory synaptic responses has important implications for the versatility, plasticity, and parallel computing characteristics of the nervous system. Emulating the excitatory-inhibitory balancing characteristics is one way to establish the versatility and plasticity characteristics of the brain. In this study, the authors develop artificial synapses to emulate the excitatory and inhibitory functions of biological synapses using electrochemical reactions between the channel and neurotransmitter solutions. The devices show excitatory and inhibitory characteristics depending on types of neurotransmitter solutions. The interaction between these two types of synaptic responses is employed for emulating the excitatory-inhibitory balance characteristics. The devices emulate the multifunctional characteristics of biological synapses, resulting in their potential for use in bio-realistic neuromorphic devices.
引用
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页数:8
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共 75 条
[1]   Synaptic computation [J].
Abbott, LF ;
Regehr, WG .
NATURE, 2004, 431 (7010) :796-803
[2]   Lipid raft microdomains and neurotransmitter signalling [J].
Allen, John A. ;
Halverson-Tamboli, Robyn A. ;
Rasenick, Mark M. .
NATURE REVIEWS NEUROSCIENCE, 2007, 8 (02) :128-140
[3]   The action potential in mammalian central neurons [J].
Bean, Bruce P. .
NATURE REVIEWS NEUROSCIENCE, 2007, 8 (06) :451-465
[4]   A SYNAPTIC MODEL OF MEMORY - LONG-TERM POTENTIATION IN THE HIPPOCAMPUS [J].
BLISS, TVP ;
COLLINGRIDGE, GL .
NATURE, 1993, 361 (6407) :31-39
[5]   Short-term synaptic plasticity: A comparison of two synapses [J].
Blitz, DM ;
Foster, KA ;
Regehr, WG .
NATURE REVIEWS NEUROSCIENCE, 2004, 5 (08) :630-640
[6]   Dynamics of sparsely connected networks of excitatory and inhibitory spiking neurons [J].
Brunel, N .
JOURNAL OF COMPUTATIONAL NEUROSCIENCE, 2000, 8 (03) :183-208
[7]   Short-term depression at thalamocortical synapses contributes to rapid adaptation of cortical sensory responses in vivo [J].
Chung, S ;
Li, XR ;
Nelson, SB .
NEURON, 2002, 34 (03) :437-446
[8]   Multi-mode in situ spectroelectrochemical studies of redox pathways of adrenaline [J].
Cui, H ;
Wu, LS ;
Chen, J ;
Lin, XQ .
JOURNAL OF ELECTROANALYTICAL CHEMISTRY, 2001, 504 (02) :195-200
[9]   A biomimetic 2D transistor for audiomorphic computing [J].
Das, Sarbashis ;
Dodda, Akhil ;
Das, Saptarshi .
NATURE COMMUNICATIONS, 2019, 10 (1)
[10]   Paired-pulse facilitation and depression at unitary synapses in rat hippocampus: Quantal fluctuation affects subsequent release [J].
Debanne, D ;
Guerineau, NC ;
Gahwiler, BH ;
Thompson, SM .
JOURNAL OF PHYSIOLOGY-LONDON, 1996, 491 (01) :163-176