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

Giovanni Maria Matrone (Corresponding author), Eveline R.W. van Doremaele, Abhijith Surendran, Zachary Laswick, Sophie Griggs, Gang Ye, Iain McCulloch, Francesca Santoro, Jonathan Rivnay, Yoeri van de Burgt (Corresponding author)

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

2 Citaten (Scopus)
38 Downloads (Pure)

Samenvatting

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.

Originele taal-2Engels
Artikelnummer2868
Aantal pagina's9
TijdschriftNature Communications
Volume15
Nummer van het tijdschrift1
DOI's
StatusGepubliceerd - 3 apr. 2024

Financiering

E.R.W.D. and Y.v.d.B. acknowledge financial support from The European Union\u2019s Horizon 2020 Research and Innovation Programme, grant agreement no. 802615. This research was funded in part, by the European Union\u2019s Horizon 2020 research and innovation programme under grant agreement n\u00B0952911, project BOOSTER, grant agreement n\u00B0862474, project RoLA-FLEX and grant agreement n\u00B0101007084 CITYSOLAR, as well as EPSRC Project EP/T026219/1 EP/W017091/1. We gratefully acknowledge Alberto Salleo as a source of inspiration for the spiking circuit approach. The authors thank Bastiaan de Jong and Lucio Cin\u00E0 of Cicci Research who helped with the design and implementation of the the custom post processing code for the Arkeo platform.

FinanciersFinanciernummer
Horizon 2020 Framework Programme862474, 952911, 802615, 101007084
Engineering and Physical Sciences Research CouncilEP/T026219/1 EP/W017091/1

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