Proteinoid-neuron networks combine biological neurons with spiking proteinoid microspheres, which are generated by thermal condensation of amino acids. Complex and dynamic spiking patterns in response to varied stimuli make these networks suitable for unconventional computing. This research examines the interaction of proteinoid-neuron networks with function-generator-artificial neural networks (ANN) that may create distinct electrical waveforms. Function-generator- artificial neural network (ANN) stimulates and modulates proteinoid-neuron network spiking activity and synchronisation to encode and decode information. We employ function-generator-ANN to study proteinoid-neuron network nonlinear dynamics and chaos and optimise their performance and energy efficiency. Function-generator-ANN improves proteinoid-neuron networks' computational capacities and robustness and creates unique hybrid systems with electrical devices. We address the benefits as well as the drawbacks of employing proteinoid-neuron networks for unconventional computing with function-generator-ANN.

Panagiotis Mougkogiannis

Andrew Adamatzky

Biosystems

BIOSYSTEMS 鼓励将生物学、进化思维和信息处理科学联系起来的实验、计算和理论文章。链接区域形成一个圆圈，涵盖生物信息处理的基本性质、复杂生物系统的计算建模、计算的进化模型、将生物学原理应用于新型计算系统的设计以及使用生物分子材料合成人工捕捉自然生物信息处理基本原理的系统。

The journal "BioSystems" encourages the integration of biology, evolutionary thinking, and information processing science, publishing experimental, computational, and theoretical articles. The scope of the journal encompasses the fundamental properties of biological information processing, computational modeling of complex biological systems, evolutionary models of computation, and the application of biological principles to the design of novel computational systems. Additionally, it focuses on artificial systems synthesized from biomolecular materials to capture the fundamental principles of natural biological information processing.

《BioSystems》期刊鼓励将生物学、进化思维与信息处理科学相结合，发表实验、计算和理论方面的研究文章。该期刊的研究领域涵盖生物信息处理的基本特性、复杂生物系统的计算建模、计算的进化模型，以及将生物学原理应用于新型计算系统的设计。此外，期刊还关注利用生物分子材料合成的人工系统，以捕捉自然生物信息处理的基本原理。

Category	Quartile
生物学	4
生物学, 生物学	4
生物学, 数学与计算生物学	4

On interaction of proteinoids with simulated neural networks

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Journal Info

Category	Quartile
MATHEMATICAL & COMPUTATIONAL BIOLOGY	3