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Stefano Nichele
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2020 – today
- 2024
- [c39]Gloria Pietropolli
, Stefano Nichele
, Eric Medvet
:
The Role of the Substrate in CA-based Evolutionary Algorithms. GECCO 2024 - [i25]Trym A. E. Lindell, Ola Huse Ramstad, Ioanna Sandvig, Axel Sandvig, Stefano Nichele:
Information encoding and decoding in in-vitro neural networks on micro electrode arrays through stimulation timing. CoRR abs/2404.10946 (2024) - [i24]Aarati Shrestha, Felix Reimers, Sanyam Jain, Paolo Baldini, Michele Braccini, Andrea Roli, Stefano Nichele:
Emergent Dynamics in Heterogeneous Life-Like Cellular Automata. CoRR abs/2406.13383 (2024) - [i23]Tom Eivind Glover, Evgeny Osipov, Stefano Nichele:
On when is Reservoir Computing with Cellular Automata Beneficial? CoRR abs/2407.09501 (2024) - [i22]Tom Eivind Glover, Ruben Jahren, Francesco Martinuzzi, Pedro G. Lind, Stefano Nichele:
A Sensitivity Analysis of Cellular Automata and Heterogeneous Topology Networks: Partially-Local Cellular Automata and Homogeneous Homogeneous Random Boolean Networks. CoRR abs/2407.18017 (2024) - 2023
- [j17]Giorgia Nadizar
, Eric Medvet
, Stefano Nichele, Sidney Pontes-Filho:
An experimental comparison of evolved neural network models for controlling simulated modular soft robots. Appl. Soft Comput. 145: 110610 (2023) - [j16]Tom Eivind Glover, Pedro G. Lind, Anis Yazidi, Evgeny Osipov, Stefano Nichele:
Investigating Rules and Parameters of Reservoir Computing with Elementary Cellular Automata, with a Criticism of Rule 90 and the Five-Bit Memory Benchmark. Complex Syst. 32(3): 309-351 (2023) - [c38]Alessandro Pierro
, Kristine Heiney
, Shamit Shrivastava
, Giulia Marcucci
, Stefano Nichele
:
Optimization of a Hydrodynamic Computational Reservoir through Evolution. GECCO 2023: 202-210 - [c37]Sanyam Jain, Aarati Shrestha, Stefano Nichele:
Capturing Emerging Complexity in Lenia. WIVACE 2023: 41-53 - [c36]Jørgen Jensen Farner, Ola Huse Ramstad
, Stefano Nichele
, Kristine Heiney
:
Local Delay Plasticity Supports Generalized Learning in Spiking Neural Networks. WIVACE 2023: 241-255 - [i21]Alessandro Pierro, Kristine Heiney, Shamit Shrivastava, Giulia Marcucci
, Stefano Nichele:
Optimization of a Hydrodynamic Computational Reservoir through Evolution. CoRR abs/2304.10610 (2023) - 2022
- [j15]Sidney Pontes-Filho, Kristoffer Olsen, Anis Yazidi, Michael A. Riegler, Pål Halvorsen, Stefano Nichele:
Towards the Neuroevolution of Low-level artificial general intelligence. Frontiers Robotics AI 9 (2022) - [j14]Giorgia Nadizar
, Eric Medvet
, Ola Huse Ramstad, Stefano Nichele
, Felice Andrea Pellegrino
, Marco Zullich
:
Merging pruning and neuroevolution: towards robust and efficient controllers for modular soft robots. Knowl. Eng. Rev. 37: e3 (2022) - [j13]Giorgia Nadizar
, Eric Medvet, Ola Huse Ramstad, Stefano Nichele, Felice Andrea Pellegrino, Marco Zullich:
Merging pruning and neuroevolution: towards robust and efficient controllers for modular soft robots - Corrigendum. Knowl. Eng. Rev. 37: e4 (2022) - [c35]Shailendra Bhandari
, Sebastian Overskott, Ioannis Adamopoulos, Pedro G. Lind
, Sergiy Denysov, Stefano Nichele
:
Evolving Quantum Circuits to Implement Stochastic and Deterministic Cellular Automata Rules. ACRI 2022: 119-129 - [c34]Piera Riccio
, Francesco Galati
, Maria A. Zuluaga
, Juan Carlos De Martin
, Stefano Nichele
:
Translating Emotions from EEG to Visual Arts. EvoMUSART 2022: 243-258 - [c33]Sidney Pontes-Filho
, Kathryn Walker, Elias Najarro, Stefano Nichele, Sebastian Risi:
A single neural cellular automaton for body-brain co-evolution. GECCO Companion 2022: 148-151 - [c32]Glare Dumo, Pedro G. Lind
, Stefano Nichele:
An HCI Experiment to Explore Interactive Artificial Life Art. HCI (39) 2022: 204-211 - [i20]Piera Riccio, Kristin Bergaust, Boel Christensen-Scheel, Juan Carlos De Martin, Maria A. Zuluaga, Stefano Nichele:
AI-based artistic representation of emotions from EEG signals: a discussion on fairness, inclusion, and aesthetics. CoRR abs/2202.03246 (2022) - [i19]Sidney Pontes-Filho, Kathryn Walker, Elias Najarro
, Stefano Nichele, Sebastian Risi:
A Unified Substrate for Body-Brain Co-evolution. CoRR abs/2203.12066 (2022) - [i18]Giorgia Nadizar, Eric Medvet, Stefano Nichele, Sidney Pontes-Filho:
Collective control of modular soft robots via embodied Spiking Neural Cellular Automata. CoRR abs/2204.02099 (2022) - [i17]Sidney Pontes-Filho
, Kristoffer Olsen, Anis Yazidi, Michael A. Riegler, Pål Halvorsen, Stefano Nichele:
Towards the Neuroevolution of Low-level Artificial General Intelligence. CoRR abs/2207.13583 (2022) - [i16]Sidney Pontes-Filho
, Pedro G. Lind, Stefano Nichele:
Assessing the robustness of critical behavior in stochastic cellular automata. CoRR abs/2208.00746 (2022) - [i15]Jørgen Jensen Farner, Ola Huse Ramstad, Stefano Nichele, Kristine Heiney:
Local learning through propagation delays in spiking neural networks. CoRR abs/2211.08397 (2022) - 2021
- [j12]Kristine Heiney
, Ola Huse Ramstad, Vegard Fiskum, Nicholas Christiansen, Axel Sandvig, Stefano Nichele, Ioanna Sandvig
:
Criticality, Connectivity, and Neural Disorder: A Multifaceted Approach to Neural Computation. Frontiers Comput. Neurosci. 15: 611183 (2021) - [j11]Jacopo Talamini, Eric Medvet, Stefano Nichele:
Criticality-Driven Evolution of Adaptable Morphologies of Voxel-Based Soft-Robots. Frontiers Robotics AI 8: 673156 (2021) - [j10]Stefano Nichele:
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. 22(1): 141-145 (2021) - [j9]Kristine Heiney, Vibeke Devold Valderhaug, Ola Huse Ramstad, Ioanna Sandvig, Axel Sandvig, Stefano Nichele:
Hallmarks of Criticality in Neuronal Networks Depend on Cell Type and the Temporal Resolution of Neuronal Avalanches. Int. J. Unconv. Comput. 16(4): 303-326 (2021) - [c31]Giorgia Nadizar
, Eric Medvet, Felice Andrea Pellegrino, Marco Zullich
, Stefano Nichele:
On the effects of pruning on evolved neural controllers for soft robots. GECCO Companion 2021: 1744-1752 - [c30]Sidney Pontes-Filho
, Annelene Gulden Dahl, Stefano Nichele, Gustavo Borges Moreno e Mello:
A Deep Learning-Based Tool for Automatic Brain Extraction from Functional Magnetic Resonance Images of Rodents. IntelliSys (3) 2021: 549-558 - [c29]Tom Eivind Glover, Pedro G. Lind, Anis Yazidi, Evgeny Osipov, Stefano Nichele:
The Dynamical Landscape of Reservoir Computing with Elementary Cellular Automata. ALIFE 2021: 102 - [c28]Jørgen Jensen Farner, Håkon Weydahl, Ruben Jahren, Stefano Nichele, Ola Huse Ramstad, Kristine Heiney:
Evolving spiking neuron cellular automata and networks to emulate in vitro neuronal activity. SSCI 2021: 1-10 - [i14]Alexandre Variengien, Stefano Nichele, Tom Eivind Glover, Sidney Pontes-Filho:
Towards self-organized control: Using neural cellular automata to robustly control a cart-pole agent. CoRR abs/2106.15240 (2021) - [i13]Jørgen Jensen Farner, Håkon Weydahl, Ruben Jahren, Ola Huse Ramstad, Stefano Nichele, Kristine Heiney:
Evolving spiking neuron cellular automata and networks to emulate in vitro neuronal activity. CoRR abs/2110.08242 (2021) - 2020
- [j8]Jianhua Zhang, Zhong Yin, Peng Chen, Stefano Nichele:
Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review. Inf. Fusion 59: 103-126 (2020) - [c27]Sidney Pontes-Filho
, Pedro G. Lind
, Anis Yazidi, Jianhua Zhang, Hugo Hammer, Gustavo B. M. Mello
, Ioanna Sandvig
, Gunnar Tufte, Stefano Nichele:
EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality. EvoApplications 2020: 133-148 - [c26]Torgeir Fladby, Hårek Haugerud, Stefano Nichele, Kyrre M. Begnum, Anis Yazidi:
Evading a Machine Learning-based Intrusion Detection System through Adversarial Perturbations. RACS 2020: 161-166 - [i12]Kristine Heiney
, Gunnar Tufte, Stefano Nichele:
On Artificial Life and Emergent Computation in Physical Substrates. CoRR abs/2009.04518 (2020)
2010 – 2019
- 2019
- [c25]Haakon Haraldsen Roen, Vako Vartkes Varankian, Stefano Nichele, Kristin Bergaust:
Gathering of the Hive: Investigating the clustering behaviour of honeybees through art and swarm robotics. ALIFE 2019: 505-506 - [c24]Joachim Berg, Nils Gustav Andreas Berggren, Sivert Allergodt Borgeteien, Christian Ruben Alexander Jahren, Arqam Sajid, Stefano Nichele:
Evolved Art with Transparent, Overlapping, and Geometric Shapes. NAIS 2019: 3-15 - [c23]Anders Braarud Hanssen, Stefano Nichele:
Ethics of Artificial Intelligence Demarcations. NAIS 2019: 133-142 - [c22]Kristine Heiney
, Ola Huse Ramstad, Ioanna Sandvig
, Axel Sandvig, Stefano Nichele:
Assessment and manipulation of the computational capacity of in vitro neuronal networks through criticality in neuronal avalanches. SSCI 2019: 247-254 - [c21]Jianhua Zhang, Peng Chen, Stefano Nichele, Anis Yazidi:
Emotion Recognition Using Time-frequency Analysis of EEG Signals and Machine Learning*. SSCI 2019: 404-409 - [c20]Jianhua Zhang, Jianrong Li, Stefano Nichele:
Instantaneous Mental Workload Classification Using Semi-Supervised Learning*. SSCI 2019: 410-416 - [c19]Gustavo Borges Moreno e Mello
, Sidney Pontes-Filho
, Ioanna Sandvig
, Vibeke Devold Valderhaug, Evi Zouganeli, Ola Huse Ramstad, Axel Sandvig, Stefano Nichele:
Method to Obtain Neuromorphic Reservoir Networks from Images of in Vitro Cortical Networks. SSCI 2019: 2360-2366 - [i11]Sidney Pontes-Filho, Stefano Nichele:
Towards a framework for the evolution of artificial general intelligence. CoRR abs/1903.10410 (2019) - [i10]Joachim Berg, Nils Gustav Andreas Berggren, Sivert Allergodt Borgeteien, Christian Ruben Alexander Jahren, Arqam Sajid, Stefano Nichele:
Evolved Art with Transparent, Overlapping, and Geometric Shapes. CoRR abs/1904.06110 (2019) - [i9]Anders Braarud Hanssen, Stefano Nichele:
Ethics of Artificial Intelligence Demarcations. CoRR abs/1904.10239 (2019) - [i8]Gustavo Borges Moreno e Mello, Vibeke Devold Valderhaug, Sidney Pontes-Filho, Evi Zouganeli, Ioanna Sandvig, Stefano Nichele:
DeepTEGINN: Deep Learning Based Tools to Extract Graphs from Images of Neural Networks. CoRR abs/1907.01062 (2019) - [i7]Sidney Pontes-Filho, Anis Yazidi, Jianhua Zhang, Hugo Hammer, Gustavo B. M. Mello
, Ioanna Sandvig, Gunnar Tufte, Stefano Nichele:
A general representation of dynamical systems for reservoir computing. CoRR abs/1907.01856 (2019) - [i6]Kristine Heiney, Vibeke Devold Valderhaug, Ioanna Sandvig, Axel Sandvig, Gunnar Tufte, Hugo Lewi Hammer, Stefano Nichele:
Evaluation of the criticality of in vitro neuronal networks: Toward an assessment of computational capacity. CoRR abs/1907.02351 (2019) - [i5]Sidney Pontes-Filho, Annelene Gulden Dahl, Stefano Nichele, Gustavo Borges Moreno e Mello:
A deep learning based tool for automatic brain extraction from functional magnetic resonance images in rodents. CoRR abs/1912.01359 (2019) - 2018
- [j7]Stefano Nichele
, Mathias Berild Ose, Sebastian Risi, Gunnar Tufte
:
CA-NEAT: Evolved Compositional Pattern Producing Networks for Cellular Automata Morphogenesis and Replication. IEEE Trans. Cogn. Dev. Syst. 10(3): 687-700 (2018) - [c18]Bartosz Gembala, Anis Yazidi, Hårek Haugerud
, Stefano Nichele:
Autonomous configuration of network parameters in operating systems using evolutionary algorithms. RACS 2018: 118-125 - [c17]Erik Aaron Hansen, Stefano Nichele, Anis Yazidi, Hårek Haugerud
, Asieh Abolpour Mofrad
, Alex Alcocer:
Achieving Connectivity Between Wide Areas Through Self-Organising Robot Swarms Using Embodied Evolution. SSCI 2018: 875-883 - [p2]Zoran Konkoli, Susan Stepney, Hajo Broersma
, Paolo Dini, Chrystopher L. Nehaniv
, Stefano Nichele:
Philosophy of Computation. Computational Matter 2018: 153-184 - [p1]Zoran Konkoli, Stefano Nichele, Matthew Dale
, Susan Stepney
:
Reservoir Computing with Computational Matter. Computational Matter 2018: 269-293 - [i4]Erik Aaron Hansen, Stefano Nichele, Anis Yazidi, Hårek Haugerud, Asieh Abolpour Mofrad, Alex Alcocer:
Achieving Connectivity Between Wide Areas Through Self-Organising Robot Swarm Using Embodied Evolution. CoRR abs/1807.04505 (2018) - [i3]Bartosz Gembala, Anis Yazidi, Hårek Haugerud, Stefano Nichele:
Autonomous Configuration of Network Parameters in Operating Systems using Evolutionary Algorithms. CoRR abs/1808.10733 (2018) - 2017
- [j6]Stefano Nichele, Magnus S. Gundersen:
Reservoir Computing Using Nonuniform Binary Cellular Automata. Complex Syst. 26(3) (2017) - [j5]Stefano Nichele, Andreas Molund:
Deep Learning with Cellular Automaton-Based Reservoir Computing. Complex Syst. 26(4) (2017) - [j4]Stefano Nichele, Sigve Sebastian Farstad, Gunnar Tufte:
Universality of Evolved Cellular Automata in-Materio. Int. J. Unconv. Comput. 13(1): 1-34 (2017) - [c16]Peter Aaser, Martinius Knudsen, Ola Huse Ramstad, Rosanne van de Wijdeven, Stefano Nichele, Ioanna Sandvig
, Gunnar Tufte, Ulrich Stefan Bauer, Øyvind Halaas, Sverre Hendseth, Axel Sandvig, Vibeke Valderhaug:
Towards making a cyborg: A closed-loop reservoir-neuro system. ECAL 2017: 430-437 - [c15]Stefano Nichele, Sebastian Risi, Gunnar Tufte
, Laura Beloff:
Towards a plant bio-machine. SSCI 2017: 1-8 - [i2]Stefano Nichele, Magnus S. Gundersen:
Reservoir Computing Using Non-Uniform Binary Cellular Automata. CoRR abs/1702.03812 (2017) - [i1]Stefano Nichele, Andreas Molund:
Deep Reservoir Computing Using Cellular Automata. CoRR abs/1703.02806 (2017) - 2016
- [j3]Stefano Nichele, Andreas Giskeødegård, Gunnar Tufte
:
Evolutionary Growth of Genome Representations on Artificial Cellular Organisms with Indirect Encodings. Artif. Life 22(1): 76-111 (2016) - [j2]Stefano Nichele:
Introduction to the Modeling and Analysis of Complex Systems. 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 22(3): 424-427 (2016) - [j1]Dragana Laketic, Gunnar Tufte
, Odd Rune Lykkebø, Stefano Nichele:
An Explanation of Computation - Collective Electrodynamics in Blobs of Carbon Nanotubes. EAI Endorsed Trans. Future Intell. Educ. Environ. 2(9): e3 (2016) - [c14]Sigve Sebastian Farstad, Stefano Nichele, Gunnar Tufte
:
Towards standalone in-materio devices: Stable logic gates and elementary cellular automata in carbon nanotubes material. CEC 2016: 5246-5254 - [c13]Stefano Nichele, Tom Eivind Glover, Gunnar Tufte
:
Genotype Regulation by Self-modifying Instruction-Based Development on Cellular Automata. PPSN 2016: 14-25 - 2015
- [c12]Dragana Laketic, Gunnar Tufte, Odd Rune Lykkebø, Stefano Nichele:
An Explanation of Computation - Collective Electrodynamics in Blobs of Carbon Nanotubes. BICT 2015: 43-48 - [c11]Stefano Nichele, Gunnar Tufte:
Morphogenesis and Replication of Multi-Cellular Organisms with Evolved Variable Length Self-Modifying Genomes. ECAL 2015: 42 - [c10]Odd Rune Lykkebø, Stefano Nichele, Gunnar Tufte:
An Investigation of Square Waves for Evolution in Carbon Nanotubes Material. ECAL 2015: 503-510 - [c9]Stefano Nichele, Odd Rune Lykkebø, Gunnar Tufte
:
An Investigation of Underlying Physical Properties Exploited by Evolution in Nanotubes Materials. SSCI 2015: 1220-1228 - 2014
- [c8]Stefano Nichele, Håkon Hjelde Wold, Gunnar Tufte
:
Investigation of Genome Parameters and Sub-Transitions to Guide Evolution of Artificial Cellular Organisms. EvoApplications 2014: 113-124 - [c7]Stefano Nichele, Gunnar Tufte
:
Evolutionary growth of genomes for the development and replication of multicellular organisms with indirect encoding. ICES 2014: 141-148 - 2013
- [c6]Stefano Nichele, Gunnar Tufte:
Evolution of Incremental Complex Behavior on Cellular Machines. ECAL 2013: 63-70 - [c5]Stefano Nichele, Gunnar Tufte
:
Measuring Phenotypic Structural Complexity of Artificial Cellular Organisms - Approximation of Kolmogorov Complexity with Lempel-Ziv Compression. IBICA 2013: 23-35 - 2012
- [c4]Stefano Nichele, Gunnar Tufte
:
Genome Parameters as Information to Forecast Emergent Developmental Behaviors. UCNC 2012: 186-197 - 2011
- [c3]Stefano Nichele:
Discrete dynamics of cellular machines: specification and interpretation. GECCO (Companion) 2011: 767-770 - [c2]Gunnar Tufte
, Stefano Nichele:
On the correlations between developmental diversity and genomic composition. GECCO 2011: 1507-1514 - 2010
- [c1]Stefano Nichele, Gunnar Tufte
:
Trajectories and attractors as specification for the evolution of behaviour in cellular automata. IEEE Congress on Evolutionary Computation 2010: 1-8
Coauthor Index
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