Thomas Miconi

According to our database, Thomas Miconi authored at least 26 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Brain-inspired learning in artificial neural networks: a review.

Samuel Schmidgall, Jascha Achterberg, Thomas Miconi, Louis Kirsch, Rojin Ziaei, S. Pardis Hajiseyedrazi, Jason Eshraghian

CoRR, 2023

A large parametrized space of meta-reinforcement learning tasks.

Thomas Miconi

CoRR, 2023

2022

Learning to acquire novel cognitive tasks with evolution, plasticity and meta-meta-learning.

Thomas Miconi

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

Multi-layer Hebbian networks with modern deep learning frameworks.

Thomas Miconi

CoRR, 2021

2020

Enabling Continual Learning with Differentiable Hebbian Plasticity.

Vithursan Thangarasa, Thomas Miconi, Graham W. Taylor

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Estimating Q(s,s') with Deep Deterministic Dynamics Gradients.

Ashley D. Edwards, Himanshu Sahni, Rosanne Liu, Jane Hung, Ankit Jain, Rui Wang, Adrien Ecoffet, Thomas Miconi, Charles Isbell, Jason Yosinski

Proceedings of the 37th International Conference on Machine Learning, 2020

Learning to Continually Learn.

Shawn Beaulieu, Lapo Frati, Thomas Miconi, Joel Lehman, Kenneth O. Stanley, Jeff Clune, Nick Cheney

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

First-Order Preconditioning via Hypergradient Descent.

Ted Moskovitz, Rui Wang, Janice Lan, Sanyam Kapoor, Thomas Miconi, Jason Yosinski, Aditya Rawal

CoRR, 2019

Backpropamine: training self-modifying neural networks with differentiable neuromodulated plasticity.

Thomas Miconi, Aditya Rawal, Jeff Clune, Kenneth O. Stanley

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Differentiable plasticity: training plastic neural networks with backpropagation.

Thomas Miconi, Kenneth O. Stanley, Jeff Clune

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

A note on the impossibility of "fairness".

Thomas Miconi

CoRR, 2017

2016

Defining and simulating open-ended novelty: requirements, guidelines, and challenges.

Wolfgang Banzhaf, Bert Baumgaertner, Guillaume Beslon, René Doursat, James A. Foster, Barry McMullin, Vinícius Veloso de Melo, Thomas Miconi, Lee Spector, Susan Stepney, Roger White

Theory Biosci., 2016

A Feedback Model of Attention Explains the Diverse Effects of Attention on Neural Firing Rates and Receptive Field Structure.

Thomas Miconi, Rufin VanRullen

PLoS Comput. Biol., 2016

Backpropagation of Hebbian plasticity for lifelong learning.

Thomas Miconi

CoRR, 2016

Neural networks with differentiable structure.

Thomas Miconi

CoRR, 2016

2011

A feedback model of attentional effects in the visual cortex.

Thomas Miconi, Rufin VanRullen

Proceedings of the 2011 IEEE Symposium on Computational Intelligence for Multimedia, 2011

2009

Why Coevolution Doesn't "Work": Superiority and Progress in Coevolution.

Thomas Miconi

Proceedings of the Genetic Programming, 12th European Conference, 2009

2008

The road to everywhere : Evolution, complexity and progress in natural and artificial systems.

Thomas Miconi

PhD thesis, 2008

Evolution and Complexity: The Double-Edged Sword.

Thomas Miconi

Artif. Life, 2008

In Silicon No One Can Hear You Scream: Evolving Fighting Creatures.

Thomas Miconi

Proceedings of the Genetic Programming, 11th European Conference, 2008

Evosphere: Evolutionary dynamics in a population of fighting virtual creatures.

Thomas Miconi

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Fitness Transmission - A Genealogic Signature of Adaptive Evolution.

Thomas Miconi

Proceedings of the Eleventh International Conference on the Synthesis and Simulation of Living Systems, 2008

2006

The N-Strikes-Out Algorithm: A Steady-State Algorithm for Coevolution.

Thomas Miconi, Alastair Channon

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005

A virtual creatures model for studies in artificial evolution.

Thomas Miconi, Alastair Channon

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Analysing Co-evolution Among Artificial 3D Creatures.

Thomas Miconi, Alastair Channon

Proceedings of the Artificial Evolution, 2005

2003

When Evolving Populations is Better than Coevolving Individuals: The Blind Mice Problem.

Thomas Miconi

Proceedings of the IJCAI-03, 2003