A modular organic neuromorphic spiking circuit for retina-inspired sensory coding and neurotransmitter-mediated neural pathways

被引:15
作者
Matrone, Giovanni Maria [1 ,2 ]
van Doremaele, Eveline R. W. [1 ]
Surendran, Abhijith [2 ]
Laswick, Zachary [2 ]
Griggs, Sophie [3 ]
Ye, Gang [4 ,5 ]
McCulloch, Iain [3 ,6 ]
Santoro, Francesca [7 ,8 ,9 ]
Rivnay, Jonathan [2 ]
van de Burgt, Yoeri [1 ]
机构
[1] Eindhoven Univ Technol, Inst Complex Mol Syst, Microsyst, NL-5612AJ Eindhoven, Netherlands
[2] Northwestern Univ, Dept Biomed Engn, Evanston, IL 60208 USA
[3] Univ Oxford, Dept Chem, Chem Res Lab, Oxford OX1, England
[4] Shenzhen Univ, Ctr Biomed Opt & Photon CBOP, Key Lab Optoelect Devices & Syst, Shenzhen 518060, Peoples R China
[5] Shenzhen Univ, Coll Phys & Optoelect Engn, Key Lab Optoelect Devices & Syst, Shenzhen 518060, Peoples R China
[6] King Abdullah Univ Sci & Technol KAUST, KAUST Solar Ctr KSC, Thuwal 239556900, Saudi Arabia
[7] Ist Italiano Tecnol, Tissue Elect, I-80125 Naples, Italy
[8] Forschungszentrum Juelich, Inst Biol Informat Proc IBI Bioelect 3, D-52428 Julich, Germany
[9] Fac Elect Engn & IT, Neuroelect Interfaces, RWTH Aachen, D-52074 Aachen, Germany
基金
欧盟地平线“2020”; 英国工程与自然科学研究理事会;
关键词
BIOLOGY; NEURONS;
D O I
10.1038/s41467-024-47226-3
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Signal communication mechanisms within the human body rely on the transmission and modulation of action potentials. Replicating the interdependent functions of receptors, neurons and synapses with organic artificial neurons and biohybrid synapses is an essential first step towards merging neuromorphic circuits and biological systems, crucial for computing at the biological interface. However, most organic neuromorphic systems are based on simple circuits which exhibit limited adaptability to both external and internal biological cues, and are restricted to emulate only specific the functions of an individual neuron/synapse. Here, we present a modular neuromorphic system which combines organic spiking neurons and biohybrid synapses to replicate a neural pathway. The spiking neuron mimics the sensory coding function of afferent neurons from light stimuli, while the neuromodulatory activity of interneurons is emulated by neurotransmitters-mediated biohybrid synapses. Combining these functions, we create a modular connection between multiple neurons to establish a pre-processing retinal pathway primitive. The distinctive interdependence in mixed ionic-electronic conductors emulates retinal pathway. Here, the authors develop a modular organic neuromorphic spiking circuit to replicate the interdependent functions of receptors, neurons and synapses that are chemically modulated by neurotransmitters.
引用
收藏
页数:9
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