activity
20232025
most citedTransfer Functions of Proteinoid Microspheres

6 citations · 10 across the 9 of their papers we have counts for

collaborators

9 papers

cs.AI2025

Quantum-like Coherence Derived from the Interaction between Chemical Reaction and Its Environment

Yukio-Pegio Gunji, Andrew Adamatzky, Panagiotis Mougkogiannis +1

By uncovering the contrast between Artificial Intelligence and Natural-born Intelligence as a computational process, we define closed computing and open computing, and implement op…

nlin.CG2024

On complexity of colloid cellular automata

Andrew Adamatzky, Nic Roberts, Raphael Fortulan +6

The colloid cellular automata do not imitate the physical structure of colloids but are governed by logical functions derived from the colloids. We analyse the space-time complexit…

cs.ET2023★ 1 cited

Reservoir Computing with Colloidal Mixtures of ZnO and Proteinoids

Raphael Fortulan, Noushin Raeisi Kheirabadi, Panagiotis Mougkogiannis +2

Liquid computers use incompressible fluids for computational processes. Here we present experimental laboratory prototypes of liquid computers using colloids composed of zinc oxide…

cs.ET2023★ 1 cited

Learning in ensembles of proteinoid microspheres

Panagiotis Mougkogiannis, Andrew Adamatzky

Proteinoids are thermal proteins which form microspheres in water in presence of salt. Ensembles of proteinoid microspheres exhibit passive non-linear electrical properties and act…

cs.ET2023★ 1 cited

Proteinoid microspheres as proto-neural networks

Panagiotis Mougkogiannis, Andrew Adamatzky

Proteinoids, also known as thermal proteins, possess a fascinating ability to generate microspheres that exhibit electrical spikes resembling the action potentials of neurons. Thes…

cs.ET2023★ 1 cited

Spiking frequency modulation of proteinoids with light and realisation of Boolean gates

Panagiotis Mougkogiannis, Andrew Adamatzky

This paper examines the modulation of proteinoid spiking frequency in response to light. Proteinoids are proteins formed through thermal condensation of amino acids and have been f…