Pattern Recognition in a Bucket. - Chrisantha Fernando; Sampsa Sojakka (ECAL, 2003)

The Good Symbiont. - Chrisantha Fernando (ECAL, 2005)

Levels of Description: A Novel Approach to Dynamical Hierarchies. - Simon McGregor; Chrisantha Fernando (Artif. Life, 2005)

Turing Complete Catalytic Particle Computers. - Anthony M. L. Liekens; Chrisantha Thomas Fernando (ECAL, 2007)

On the Adaptive Disadvantage of Lamarckianism in Rapidly Changing Environments. - Ingo Paenke; Bernhard Sendhoff; Jonathan E. Rowe; Chrisantha Fernando (ECAL, 2007)

Hebbian learning in a simple gene circuit. - Chrisantha Thomas Fernando; Jonathan E. Rowe (GECCO, 2007)

Is there a Liquid State Machine in the Bacterium Escherichia Coli? - Ben Jones; Dov J. Stekel; Jonathan E. Rowe; Chrisantha Fernando (ALIFE, 2007)

The Evolution of Evolvability in Gene Transcription Networks. - Eduardo Izquierdo 001; Chrisantha Fernando (ALIFE, 2008)

The Principles of Life Tibor Ganti. (2003, Oxford University Press.) 220 pages. - Chrisantha Fernando (Artif. Life, 2008)

The origin of autonomous agents by natural selection. - Chrisantha Fernando; Jonathan E. Rowe (Biosyst., 2008)

The Origin of Informational Replicators by Serial Dilution of a Primordial Soup. - Chrisantha Fernando (ALIFE, 2010)

Neuronal replicators solve the stability-plasticity dilemma. - Chrisantha Fernando (GECCO, 2010)

In Silico Biology. - Richard A. Goldstein; Phil Husbands; Chrisantha Fernando; Dov J. Stekel (Pacific Symposium on Biocomputing, 2010)

The Neuronal Replicator Hypothesis. - Chrisantha Fernando; Richard A. Goldstein; Eörs Szathmáry (Neural Comput., 2010)

The elongation catastrophe in physical self-replicators. - Nathaniel Virgo; Chrisantha Fernando; Bill Bigge; Phil Husbands (ECAL, 2011)

Co-evolution of lexical and syntactic classifiers during a language game. - Chrisantha Fernando (Evol. Intell., 2011)

Evolvability of Natural and Artificial Systems. - Chrisantha Fernando; George Kampis; Eörs Szathmáry (FET, 2011)

Evolvable Physical Self-Replicators. - Nathaniel Virgo; Chrisantha Fernando; Bill Bigge; Phil Husbands (Artif. Life, 2012)

Selectionist and Evolutionary Approaches to Brain Function: A Critical Appraisal. - Chrisantha Fernando; Eörs Szathmáry; Phil Husbands (Frontiers Comput. Neurosci., 2012)

Evolution of Associative Learning in Chemical Networks. - Simon McGregor; Vera Vasas; Phil Husbands; Chrisantha Fernando (PLoS Comput. Biol., 2012)

Fluid Construction Grammar in the Brain. - Chrisantha Fernando (Computational Issues in Fluid Construction Grammar, 2012)

Design for a Darwinian Brain: Part 1. Philosophy and Neuroscience. - Chrisantha Fernando (Living Machines, 2013)

Design for a Darwinian Brain: Part 2. Cognitive Architecture. - Chrisantha Fernando; Vera Vasas; Alexander W. Churchill (Living Machines, 2013)

From Blickets to Synapses: Inferring Temporal Causal Networks by Observation. - Chrisantha Fernando (Cogn. Sci., 2013)

Design for a Darwinian Brain: Part 2. Cognitive Architecture - Chrisantha Fernando; Vera Vasas (CoRR, 2013)

Online Extreme Evolutionary Learning Machines. - Joshua Evan Auerbach; Chrisantha Fernando; Dario Floreano (ALIFE, 2014)

Modelling Reaction Times in Non-linear Classification Tasks. - Martha Lewis; Anna Fedor; Michael Öllinger; Eörs Szathmáry; Chrisantha Fernando (SAB, 2014)

Voxel Robot: A Pneumatic Robot with Deformable Morphology. - Mark Roper; Nikolaos Katsaros; Chrisantha Fernando (SAB, 2014)

A Denoising Autoencoder that Guides Stochastic Search. - Alexander W. Churchill; Siddharth Sigtia; Chrisantha Fernando (CoRR, 2014)

An evolutionary cognitive architecture made of a bag of networks. - Alexander W. Churchill; Chrisantha Fernando (Evol. Intell., 2014)

Evolving Diverse Strategies Through Combined Phenotypic Novelty and Objective Function Search. - Davy Smith; Laurissa N. Tokarchuk; Chrisantha Fernando (EvoApplications, 2015)

Convolution by Evolution: Differentiable Pattern Producing Networks. - Chrisantha Fernando; Dylan Banarse; Malcolm Reynolds; Frederic Besse; David Pfau; Max Jaderberg; Marc Lanctot; Daan Wierstra (GECCO, 2016)

Learning to Generate Genotypes with Neural Networks. - Alexander W. Churchill; Siddharth Sigtia; Chrisantha Fernando (CoRR, 2016)

Lineage selection leads to evolvability at large population sizes. - Nathaniel Virgo; Eran Agmon; Chrisantha Fernando (ECAL, 2017)

Evolving brains in evolving environments. - Drew Purves; Chrisantha Fernando (GECCO, 2017)

PathNet: Evolution Channels Gradient Descent in Super Neural Networks. - Chrisantha Fernando; Dylan Banarse; Charles Blundell; Yori Zwols; David Ha; Andrei A. Rusu; Alexander Pritzel; Daan Wierstra (CoRR, 2017)

Population Based Training of Neural Networks. - Max Jaderberg; Valentin Dalibard; Simon Osindero; Wojciech M. Czarnecki; Jeff Donahue; Ali Razavi; Oriol Vinyals; Tim Green; Iain Dunning; Karen Simonyan; Chrisantha Fernando; Koray Kavukcuoglu (CoRR, 2017)

Insect Bio-inspired Neural Network Provides New Evidence on How Simple Feature Detectors Can Enable Complex Visual Generalization and Stimulus Location Invariance in the Miniature Brain of Honeybees. - Mark Roper; Chrisantha Fernando; Lars Chittka (PLoS Comput. Biol., 2017)

Meta-learning by the baldwin effect. - Chrisantha Fernando; Jakub Sygnowski; Simon Osindero; Jane Wang 001; Tom Schaul; Denis Teplyashin; Pablo Sprechmann; Alexander Pritzel; Andrei A. Rusu (GECCO (Companion), 2018)

Hierarchical Representations for Efficient Architecture Search. - Hanxiao Liu; Karen Simonyan; Oriol Vinyals; Chrisantha Fernando; Koray Kavukcuoglu (ICLR (Poster), 2018)

The Body is Not a Given: Joint Agent Policy Learning and Morphology Evolution. - Dylan Banarse; Yoram Bachrach; Siqi Liu 002; Guy Lever; Nicolas Heess; Chrisantha Fernando; Pushmeet Kohli; Thore Graepel (AAMAS, 2019)

Evolving Intrinsic Motivations for Altruistic Behavior. - Jane X. Wang; Edward Hughes 001; Chrisantha Fernando; Wojciech M. Czarnecki; Edgar A. Duéñez-Guzmán; Joel Z. Leibo (AAMAS, 2019)

From Language Games to Drawing Games. - Chrisantha Fernando; Daria Zenkova; Stanislav Nikolov; Simon Osindero (CoRR, 2020)

Generative Art Using Neural Visual Grammars and Dual Encoders. - Chrisantha Fernando; S. M. Ali Eslami; Jean-Baptiste Alayrac; Piotr Mirowski; Dylan Banarse; Simon Osindero (CoRR, 2021)

CLIP-CLOP: CLIP-Guided Collage and Photomontage. - Piotr Mirowski; Dylan Banarse; Mateusz Malinowski; Simon Osindero; Chrisantha Fernando (ICCC, 2022)

Promptbreeder: Self-Referential Self-Improvement via Prompt Evolution. - Chrisantha Fernando; Dylan Banarse; Henryk Michalewski; Simon Osindero; Tim Rocktäschel (ICML, 2024)

The origin and function of external representations. - Chrisantha Fernando; Simon Osindero; Dylan Banarse (Adapt. Behav., 2024)

Wanting to be Understood. - Chrisantha Fernando; Dylan Banarse; Simon Osindero (CoRR, 2025)

Wanting to Be Understood Explains the Meta-Problem of Consciousness. - Chrisantha Fernando; Dylan Banarse; Simon Osindero (CoRR, 2025)