Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review J Zhang, Z Yin, P Chen, S Nichele Information Fusion 59, 103-126, 2020 | 571 | 2020 |
Deep Learning with Cellular Automaton-Based Reservoir Computing S Nichele, A Molund Complex Systems 26 (4), 319-339, 2017 | 54* | 2017 |
Reservoir computing with computational matter Z Konkoli, S Nichele, M Dale, S Stepney Computational Matter, 269-293, 2018 | 51 | 2018 |
CA-NEAT: evolved compositional pattern producing networks for cellular automata morphogenesis and replication S Nichele, MB Ose, S Risi, G Tufte IEEE Transactions on Cognitive and Developmental Systems 10 (3), 687-700, 2017 | 45 | 2017 |
Towards Making a Cyborg: A Closed-Loop Reservoir-Neuro System P Aaser, M Knudsen, OH Ramstad, R van de Wijdeven, S Nichele, ... European Conference on Artificial Life, 2017 | 45 | 2017 |
Reservoir Computing Using Nonuniform Binary Cellular Automata S Nichele, M Gundersen Complex Systems 26 (3), 225-245, 2017 | 41 | 2017 |
Complexity Explained M De Domenico, D Brockmann, C Camargo, C Gershenson, D Goldsmith, ... https://complexityexplained.github.io/, 2019 | 38 | 2019 |
Criticality, connectivity, and neural disorder: a multifaceted approach to neural computation K Heiney, O Huse Ramstad, V Fiskum, N Christiansen, A Sandvig, ... Frontiers in computational neuroscience 15, 611183, 2021 | 37 | 2021 |
Towards self-organized control: Using neural cellular automata to robustly control a cart-pole agent A Variengien, S Nichele, T Glover, S Pontes-Filho arXiv preprint arXiv:2106.15240, 2021 | 34 | 2021 |
Computational matter: Evolving computational functions in nanoscale materials H Broersma, JF Miller, S Nichele Advances in Unconventional Computing: Volume 2: Prototypes, Models and …, 2017 | 25 | 2017 |
Merging pruning and neuroevolution: towards robust and efficient controllers for modular soft robots G Nadizar, E Medvet, HH Ramstad, S Nichele, FA Pellegrino, M Zullich The Knowledge Engineering Review 37, e3, 2022 | 23 | 2022 |
A neuro-inspired general framework for the evolution of stochastic dynamical systems: Cellular automata, random Boolean networks and echo state networks towards criticality S Pontes-Filho, P Lind, A Yazidi, J Zhang, H Hammer, GBM Mello, ... Cognitive Neurodynamics 14 (5), 657-674, 2020 | 22 | 2020 |
Criticality-driven evolution of adaptable morphologies of voxel-based soft-robots J Talamini, E Medvet, S Nichele Frontiers in Robotics and AI 8, 673156, 2021 | 19 | 2021 |
Assessment and manipulation of the computational capacity of in vitro neuronal networks through criticality in neuronal avalanches K Heiney, OH Ramstad, I Sandvig, A Sandvig, S Nichele 2019 IEEE Symposium Series on Computational Intelligence (SSCI), 247-254, 2019 | 19 | 2019 |
On the effects of pruning on evolved neural controllers for soft robots G Nadizar, E Medvet, FA Pellegrino, M Zullich, S Nichele Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021 | 18 | 2021 |
Emotion Recognition Using Time-frequency Analysis of EEG Signals and Machine Learning* J Zhang, P Chen, S Nichele, A Yazidi 2019 IEEE Symposium Series on Computational Intelligence (SSCI), 404-409, 2019 | 14 | 2019 |
Evolutionary growth of genomes for the development and replication of multicellular organisms with indirect encoding S Nichele, G Tufte 2014 IEEE International Conference on Evolvable Systems, 141-148, 2014 | 14 | 2014 |
Collective control of modular soft robots via embodied Spiking Neural Cellular Automata G Nadizar, E Medvet, S Nichele, S Pontes-Filho arXiv preprint arXiv:2204.02099, 2022 | 12 | 2022 |
Early functional changes associated with alpha-synuclein proteinopathy in engineered human neural networks VD Valderhaug, K Heiney, OH Ramstad, G Bråthen, WL Kuan, S Nichele, ... American Journal of Physiology-Cell Physiology 320 (6), C1141-C1152, 2021 | 11 | 2021 |
A conceptual bio-inspired framework for the evolution of artificial general intelligence S Pontes-Filho, S Nichele arXiv preprint arXiv:1903.10410, 2019 | 11 | 2019 |