Stefano Nichele

According to our database1, Stefano Nichele authored at least 61 papers between 2010 and 2022.

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Bibliography

2022
Assessing the robustness of critical behavior in stochastic cellular automata.
CoRR, 2022

Towards the Neuroevolution of Low-level Artificial General Intelligence.
CoRR, 2022

Collective control of modular soft robots via embodied Spiking Neural Cellular Automata.
CoRR, 2022

A Unified Substrate for Body-Brain Co-evolution.
CoRR, 2022

AI-based artistic representation of emotions from EEG signals: a discussion on fairness, inclusion, and aesthetics.
CoRR, 2022

An HCI Experiment to Explore Interactive Artificial Life Art.
Proceedings of the HCI International 2022 Posters, 2022

A single neural cellular automaton for body-brain co-evolution.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Translating Emotions from EEG to Visual Arts.
Proceedings of the Artificial Intelligence in Music, Sound, Art and Design, 2022

2021
Hallmarks of Criticality in Neuronal Networks Depend on Cell Type and the Temporal Resolution of Neuronal Avalanches.
Int. J. Unconv. Comput., 2021

Tim Taylor and Alan Dorin: Rise of the self-replicators - early visions of machines, AI and robots that can reproduce and evolve.
Genet. Program. Evolvable Mach., 2021

Criticality-Driven Evolution of Adaptable Morphologies of Voxel-Based Soft-Robots.
Frontiers Robotics AI, 2021

Criticality, Connectivity, and Neural Disorder: A Multifaceted Approach to Neural Computation.
Frontiers Comput. Neurosci., 2021

Towards self-organized control: Using neural cellular automata to robustly control a cart-pole agent.
CoRR, 2021

Evolving spiking neuron cellular automata and networks to emulate in vitro neuronal activity.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

The Dynamical Landscape of Reservoir Computing with Elementary Cellular Automata.
Proceedings of the 2021 Conference on Artificial Life, 2021

A Deep Learning-Based Tool for Automatic Brain Extraction from Functional Magnetic Resonance Images of Rodents.
Proceedings of the Intelligent Systems and Applications, 2021

On the effects of pruning on evolved neural controllers for soft robots.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020
Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review.
Inf. Fusion, 2020

On Artificial Life and Emergent Computation in Physical Substrates.
CoRR, 2020

Evading a Machine Learning-based Intrusion Detection System through Adversarial Perturbations.
Proceedings of the RACS '20: International Conference on Research in Adaptive and Convergent Systems, 2020

EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality.
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

2019
Evaluation of the criticality of in vitro neuronal networks: Toward an assessment of computational capacity.
CoRR, 2019

A general representation of dynamical systems for reservoir computing.
CoRR, 2019

DeepTEGINN: Deep Learning Based Tools to Extract Graphs from Images of Neural Networks.
CoRR, 2019

Ethics of Artificial Intelligence Demarcations.
CoRR, 2019

Evolved Art with Transparent, Overlapping, and Geometric Shapes.
CoRR, 2019

Towards a framework for the evolution of artificial general intelligence.
CoRR, 2019

Instantaneous Mental Workload Classification Using Semi-Supervised Learning<sup>*</sup>.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Emotion Recognition Using Time-frequency Analysis of EEG Signals and Machine Learning<sup>*</sup>.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Method to Obtain Neuromorphic Reservoir Networks from Images of in Vitro Cortical Networks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Assessment and manipulation of the computational capacity of in vitro neuronal networks through criticality in neuronal avalanches.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Gathering of the Hive: Investigating the clustering behaviour of honeybees through art and swarm robotics.
Proceedings of the 2019 Conference on Artificial Life, 2019

2018
Philosophy of Computation.
Proceedings of the Computational Matter, 2018

Reservoir Computing with Computational Matter.
Proceedings of the Computational Matter, 2018

CA-NEAT: Evolved Compositional Pattern Producing Networks for Cellular Automata Morphogenesis and Replication.
IEEE Trans. Cogn. Dev. Syst., 2018

Achieving Connectivity Between Wide Areas Through Self-Organising Robot Swarm Using Embodied Evolution.
CoRR, 2018

Achieving Connectivity Between Wide Areas Through Self-Organising Robot Swarms Using Embodied Evolution.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Autonomous configuration of network parameters in operating systems using evolutionary algorithms.
Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems, 2018

2017
Universality of Evolved Cellular Automata in-Materio.
Int. J. Unconv. Comput., 2017

Deep Reservoir Computing Using Cellular Automata.
CoRR, 2017

Reservoir Computing Using Non-Uniform Binary Cellular Automata.
CoRR, 2017

Deep Learning with Cellular Automaton-Based Reservoir Computing.
Complex Syst., 2017

Reservoir Computing Using Nonuniform Binary Cellular Automata.
Complex Syst., 2017

Towards a plant bio-machine.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Towards making a cyborg: A closed-loop reservoir-neuro system.
Proceedings of the Fourteenth European Conference Artificial Life, 2017

2016
An Explanation of Computation - Collective Electrodynamics in Blobs of Carbon Nanotubes.
EAI Endorsed Trans. Future Intell. Educ. Environ., 2016

Evolutionary Growth of Genome Representations on Artificial Cellular Organisms with Indirect Encodings.
Artif. Life, 2016

<i>Introduction to the Modeling and Analysis of Complex Systems.</i> H. Sayama (Ed.). (2015, Open SUNY Textbooks). Free open access PDF, 498 pp. ISBN 978-1-942341-06-2 (deluxe color edition). ISBN 978-1-942341-08-6 (print edition). ISBN 978-1-942341-09-3 (ebook).
Artif. Life, 2016

Genotype Regulation by Self-modifying Instruction-Based Development on Cellular Automata.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Towards standalone in-materio devices: Stable logic gates and elementary cellular automata in carbon nanotubes material.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
An Investigation of Underlying Physical Properties Exploited by Evolution in Nanotubes Materials.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Morphogenesis and Replication of Multi-Cellular Organisms with Evolved Variable Length Self-Modifying Genomes.
Proceedings of the Thirteenth European Conference Artificial Life, 2015

An Investigation of Square Waves for Evolution in Carbon Nanotubes Material.
Proceedings of the Thirteenth European Conference Artificial Life, 2015

2014
Evolutionary growth of genomes for the development and replication of multicellular organisms with indirect encoding.
Proceedings of the 2014 IEEE International Conference on Evolvable Systems, 2014

Investigation of Genome Parameters and Sub-Transitions to Guide Evolution of Artificial Cellular Organisms.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

2013
Measuring Phenotypic Structural Complexity of Artificial Cellular Organisms - Approximation of Kolmogorov Complexity with Lempel-Ziv Compression.
Proceedings of the Innovations in Bio-inspired Computing and Applications, 2013

Evolution of Incremental Complex Behavior on Cellular Machines.
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013

2012
Genome Parameters as Information to Forecast Emergent Developmental Behaviors.
Proceedings of the Unconventional Computation and Natural Computation, 2012

2011
On the correlations between developmental diversity and genomic composition.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Discrete dynamics of cellular machines: specification and interpretation.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010
Trajectories and attractors as specification for the evolution of behaviour in cellular automata.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010


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