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.
Authors
- Andrew Adamatzky (ORCID: https://orcid.org/0000-0003-1073-2662)
- Panagiotis Mougkogiannis (ORCID: https://orcid.org/0000-0003-1710-4917)
Institutions
- University of the West of England (GB)
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
Funders
- Engineering and Physical Sciences Research Council