Christoph Adami

DeepAI

Featured Co-authors

Anh Nguyen
68 publications
Risto Miikkulainen
46 publications
Jeff Clune
45 publications
Robert Feldt
42 publications
Jason H. Moore
39 publications
Marc Schoenauer
38 publications
Antoine Cully
35 publications
Jean-Baptiste Mouret
33 publications
Kenneth O. Stanley
30 publications
Hod Lipson
28 publications
Joel Lehman
24 publications

research

∙ 01/03/2023

Detecting Information Relays in Deep Neural Networks

Deep-learning of artificial neural networks (ANNs) is creating highly fu...

Arend Hintze, et al. ∙

research

∙ 09/16/2021

Emergence of functional information from multivariate correlations

The information content of symbolic sequences (such as nucleic- or amino...

Christoph Adami, et al. ∙

research

∙ 07/07/2021

Information-theoretic characterization of the complete genotype-phenotype map of a complex pre-biotic world

How information is encoded in bio-molecular sequences is difficult to qu...

Nitash C G, et al. ∙

research

∙ 01/22/2019

Can Transfer Entropy Infer Causality in Neuronal Circuits for Cognitive Processing?

Finding the causes to observed effects and establishing causal relations...

Ali Tehrani-Saleh, et al. ∙

research

∙ 04/07/2018

Evolution leads to a diversity of motion-detection neuronal circuits

A central goal of evolutionary biology is to explain the origins and dis...

Ali Tehrani-Saleh, et al. ∙

research

∙ 04/05/2018

The structure of evolved representations across different substrates for artificial intelligence

Artificial neural networks (ANNs), while exceptionally useful for classi...

Arend Hintze, et al. ∙

research

∙ 03/09/2018

The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities

Biological evolution provides a creative fount of complex and subtle ada...

Joel Lehman, et al. ∙

research

∙ 12/01/2017

The mind as a computational system

The present document is an excerpt of an essay that I wrote as part of m...

Christoph Adami, et al. ∙

research

∙ 09/17/2017

Markov Brains: A Technical Introduction

Markov Brains are a class of evolvable artificial neural networks (ANN)....

Arend Hintze, et al. ∙

research

∙ 03/27/2016

Evolution of active categorical image classification via saccadic eye movement

Pattern recognition and classification is a central concern for modern i...

Randal S. Olson, et al. ∙

research

∙ 03/02/2016

Flies as Ship Captains? Digital Evolution Unravels Selective Pressures to Avoid Collision in Drosophila

Flies that walk in a covered planar arena on straight paths avoid collid...

Ali Tehrani-Saleh, et al. ∙

research

∙ 02/29/2016

Exploring the coevolution of predator and prey morphology and behavior

A common idiom in biology education states, "Eyes in the front, the anim...

Randal S. Olson, et al. ∙

research

∙ 08/08/2014

Exploring the evolution of a trade-off between vigilance and foraging in group-living organisms

Despite the fact that grouping behavior has been actively studied for ov...

Randal S. Olson, et al. ∙

research

∙ 06/02/2014

More Bang For Your Buck: Quorum-Sensing Capabilities Improve the Efficacy of Suicidal Altruism

Within the context of evolution, an altruistic act that benefits the rec...

Anya Elaine Johnson, et al. ∙

research

∙ 05/16/2014

Leveraging Evolutionary Search to Discover Self-Adaptive and Self-Organizing Cellular Automata

Building self-adaptive and self-organizing (SASO) systems is a challengi...

David B. Knoester, et al. ∙

research

∙ 10/23/2013

Risk aversion as an evolutionary adaptation

Risk aversion is a common behavior universal to humans and animals alike...

Arend Hintze, et al. ∙

research

∙ 10/22/2013

Evolution of swarming behavior is shaped by how predators attack

Animal grouping behaviors have been widely studied due to their implicat...

Randal S. Olson, et al. ∙

research

∙ 09/14/2012

Predator confusion is sufficient to evolve swarming behavior

Swarming behaviors in animals have been extensively studied due to their...

Randal S. Olson, et al. ∙

research

∙ 06/25/2012

The evolution of representation in simple cognitive networks

Representations are internal models of the environment that can provide ...

Lars Marstaller, et al. ∙

research

∙ 12/21/2011

Evolution of sustained foraging in 3D environments with physics

Artificially evolving foraging behavior in simulated legged animals has ...

Nicolas Chaumont, et al. ∙

research

∙ 03/09/2011

Integrated information increases with fitness in the evolution of animats

One of the hallmarks of biological organisms is their ability to integra...

Jeffrey Edlund, et al. ∙

research

∙ 01/15/2003

Selective pressures on genomes in molecular evolution

We describe the evolution of macromolecules as an information transmissi...

Charles Ofria, et al. ∙

research

∙ 02/29/2000

Evolution of differentiated expression patterns in digital organisms

We investigate the evolutionary processes behind the development and opt...

Charles Ofria, et al. ∙

research

∙ 03/06/1999

Evolution of genetic organization in digital organisms

We examine the evolution of expression patterns and the organization of ...

Charles Ofria, et al. ∙

research

∙ 07/17/1998

Development and Evolution of Neural Networks in an Artificial Chemistry

We present a model of decentralized growth for Artificial Neural Network...

Jens C. Astor, et al. ∙