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05/16/2023
Capturing Emerging Complexity in Lenia
This research project investigates Lenia, an artificial life platform th...
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04/20/2023
Optimization of a Hydrodynamic Computational Reservoir through Evolution
As demand for computational resources reaches unprecedented levels, rese...
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10/27/2022
Local learning through propagation delays in spiking neural networks
We propose a novel local learning rule for spiking neural networks in wh...
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08/01/2022
Assessing the robustness of critical behavior in stochastic cellular automata
There is evidence that biological systems, such as the brain, work at a ...
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07/27/2022
Towards the Neuroevolution of Low-level Artificial General Intelligence
In this work, we argue that the search for Artificial General Intelligen...
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04/05/2022
Collective control of modular soft robots via embodied Spiking Neural Cellular Automata
Voxel-based Soft Robots (VSRs) are a form of modular soft robots, compos...
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03/22/2022
A Unified Substrate for Body-Brain Co-evolution
The discovery of complex multicellular organism development took million...
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02/07/2022
AI-based artistic representation of emotions from EEG signals: a discussion on fairness, inclusion, and aesthetics
While Artificial Intelligence (AI) technologies are being progressively ...
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10/15/2021
Evolving spiking neuron cellular automata and networks to emulate in vitro neuronal activity
Neuro-inspired models and systems have great potential for applications ...
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06/29/2021
Towards self-organized control: Using neural cellular automata to robustly control a cart-pole agent
Neural cellular automata (Neural CA) are a recent framework used to mode...
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09/09/2020
On Artificial Life and Emergent Computation in Physical Substrates
In living systems, we often see the emergence of the ingredients necessa...
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07/03/2019
A general representation of dynamical systems for reservoir computing
Dynamical systems are capable of performing computation in a reservoir c...
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07/01/2019
DeepTEGINN: Deep Learning Based Tools to Extract Graphs from Images of Neural Networks
In the brain, the structure of a network of neurons defines how these ne...
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04/23/2019
Ethics of Artificial Intelligence Demarcations
In this paper we present a set of key demarcations, particularly importa...
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04/12/2019
Evolved Art with Transparent, Overlapping, and Geometric Shapes
In this work, an evolutionary art project is presented where images are ...
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03/25/2019
Towards a framework for the evolution of artificial general intelligence
In this work, a novel framework for the emergence of general intelligenc...
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08/31/2018
Autonomous Configuration of Network Parameters in Operating Systems using Evolutionary Algorithms
By default, the Linux network stack is not configured for highspeed larg...
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07/12/2018
Achieving Connectivity Between Wide Areas Through Self-Organising Robot Swarm Using Embodied Evolution
Abruptions to the communication infrastructure happens occasionally, whe...
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03/08/2017
Deep Reservoir Computing Using Cellular Automata
Recurrent Neural Networks (RNNs) have been a prominent concept within ar...
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02/13/2017