Spiking Neurons Derived from Proteinoid and Bacteriorhodopsin

We investigate proteinoid-bacteriorhodopsin complexes as biomolecular spiking neurons for neuromorphic computing applications. Our system shows strong photoresponsive behavior through the integration of bacteriorhodopsin with self-assembled proteinoid structures. Measurements show that proteinoid-bacteriorhodopsin complexes have greater electrical activity (10.77 ± 2.21 mV) than proteinoids alone (4.34 ± 4.47 mV). The complexes have wavelength-dependent responses to 5 Hz optical stimulation. Green light (λ ≈ 520 nm) produced the strongest amplitude (7.31 ± 1.49 mV). Temporal analysis shows a consistent periodicity (τ ≈ 645 s) across wavelengths. This indicates stable oscillatory mechanisms. Random walk computations show distinct spatiotemporal patterns, suggesting potential applications in light-controlled molecular computing. These findings demonstrate that proteinoid-bacteriorhodopsin complexes are promising candidates for bioinspired computing and offer possibilities for developing biomolecular information systems.

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Publication Details

Journal
ACS Applied Bio Materials
Published
2025-08-18
DOI
https://doi.org/10.1021/acsabm.5c00964
Citations
2
Primary Topic
Photoreceptor and optogenetics research
Type
article
Field-Weighted Citation Impact
1.82

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article

Spiking Neurons Derived from Proteinoid and Bacteriorhodopsin

Andrew Adamatzky, Panagiotis Mougkogiannis
2 citations
ACS Applied Bio Materials
Photoreceptor and optogenetics research
1.82
article

Spiking Neurons Derived from Proteinoid and Bacteriorhodopsin

Andrew Adamatzky, Panagiotis Mougkogiannis
article en
2 citations

Abstract

We investigate proteinoid-bacteriorhodopsin complexes as biomolecular spiking neurons for neuromorphic computing applications. Our system shows strong photoresponsive behavior through the integration of bacteriorhodopsin with self-assembled proteinoid structures. Measurements show that proteinoid-bacteriorhodopsin complexes have greater electrical activity (10.77 ± 2.21 mV) than proteinoids alone (4.34 ± 4.47 mV). The complexes have wavelength-dependent responses to 5 Hz optical stimulation. Green light (λ ≈ 520 nm) produced the strongest amplitude (7.31 ± 1.49 mV). Temporal analysis shows a consistent periodicity (τ ≈ 645 s) across wavelengths. This indicates stable oscillatory mechanisms. Random walk computations show distinct spatiotemporal patterns, suggesting potential applications in light-controlled molecular computing. These findings demonstrate that proteinoid-bacteriorhodopsin complexes are promising candidates for bioinspired computing and offer possibilities for developing biomolecular information systems.

ACS Applied Bio MaterialsVol. 8(9)
University of the West of England (GB)
Engineering and Physical Sciences Research Council
Zero hunger
Openalex Percentile: Top 14%
Photoreceptor and optogenetics research
1.82
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