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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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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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12/03/2019
A deep learning based tool for automatic brain extraction from functional magnetic resonance images in rodents
Removing skull artifacts from functional magnetic images (fMRI) is a wel...
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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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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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05/21/2018