Neuroevolution
Evolutionary Neuroscience
Evolutionary Neuroscience edited by Jon H. Kaas, Evolution of the Brain and Intelligence by Harry Jerison, Structure and Evolution of Invertebrate Nervous Systems by Andreas Schmidt-Rhaesa, Steffen Harzsch and Günter Purschke, Brain Organization and the Origin of Insects: An Assessment by Nicholas J. Strausfeld, The Evolution of Brains from Early Mammals to Humans by Jon H. Kaas, The Limbic System in Mammalian Brain Evolution by Roger L. Reep, Barb L. Finlay and Richard B. Darlington, The Anterior Cingulate Cortex: The Evolution of an Interface between Emotion and Cognition by John M. Allman, Atiya Hakeem, Joseph M. Erwin, Esther Nimchinsky and Patrick Hof, Architecture, Neurocytology and Comparative Organization of Monkey and Human Cingulate Cortices by Brent A. Vogt, The Anterior Cingulate Gyrus and the Mechanism of Self-regulation by Michael I. Posner, Mary K. Rothbart, Brad E. Sheese and Yiyuan Tang, Towards a Human Self-regulation System: Common and Distinct Neural Signatures of Emotional and Behavioural Control by Robert Langner, Susanne Leiberg, Felix Hoffstaedter and Simon B. Eickhoff, Evolutionary Developmental Biology Meets the Brain: The Origins of Mammalian Cortex by Harvey J. Karten, The Emergence and Evolution of Mammalian Neocortex by R. Glenn Northcutt and Jon H. Kaas, Evolution of the Neocortex: A Perspective from Developmental Biology by Pasko Rakic, Linked Regularities in the Development and Evolution of Mammalian Brains by Barbara L. Finlay and Richard B. Darlington, Modeling Transformations of Neurodevelopmental Sequences across Mammalian Species by Alan D. Workman, Christine J. Charvet, Barbara Clancy, Richard B. Darlington and Barbara L. Finlay and On the Evolutionary Origins of Executive Functions by Alfredo Ardila.
Developmental Neuroscience
Developmental Biology by Scott Gilbert, Evolutionary Developmental Biology by Brian K. Hall, Developmental Neurobiology edited by Mahendra S. Rao and Marcus Jacobson, Development of the Nervous System by Dan H. Sanes, Thomas A. Reh and William A. Harris, Building Brains: An Introduction to Neural Development by David J. Price, Andrew P. Jarman, John O. Mason and Peter C. Kind, Principles of Neural Development by Dale Purves and Jeff W. Lichtman, Theoretical Models of Neural Development by Geoffrey J. Goodhill and Developmental Cognitive Neuroscience by Mark H. Johnson and Michelle de Haan.
Evolutionary Neurogenetics
Genetic Correlates of the Evolving Primate Brain by Eric J. Vallender, Genetic Basis of Human Brain Evolution by Eric J. Vallender, Nitzan Mekel-Bobrov and Bruce T. Lahn, Neuroscience: Genes and Human Brain Evolution by Daniel H. Geschwind and Genevieve Konopka, Genetic Links between Brain Development and Brain Evolution by Sandra L. Gilbert, William B. Dobyns and Bruce T. Lahn, Genetic Changes Shaping the Human Brain by Byoung-Il Bae, Divya Jayaraman and Christopher A. Walsh and Human-specific Genomic Signatures of Neocortical Expansion by Marta Florio, Victor Borrell and Wieland B. Huttner.
Developmental Neurogenetics
Building Brains: An Introduction to Neural Development by David J. Price, Andrew P. Jarman, John O. Mason and Peter C. Kind, Gene Expression and Cell-cell Interactions in the Developing Nervous System edited by Jean M. Lauder and Phillip G. Nelson and Genetic Links between Brain Development and Brain Evolution by Sandra L. Gilbert, William B. Dobyns and Bruce T. Lahn.
Behavioral Neurogenetics
Embryogenesis of Behavioral Nerve Nets by Roger W. Sperry, An Ethological Approach to the Genetical Study of Human Behavior by Daniel Freedman, Neuro-behavioral Ontogeny: A Synthesis of Ethological and Neurophysiological Concepts by Michael W. Fox, Cellular Mechanisms Underlying Behavior - Neuroethology by Graham Hoyle, The Roles of Experience in the Development of Behavior and the Nervous System by Gilbert Gottlieb, Environmental and Neural Determinants of Behavior in Development by Timothy H. Moran, Structure and Development of Behavior Systems by Jerry A. Hogan, Development of Behavior Systems by Jerry A. Hogan, Behavioral Neurobiology: The Cellular Organization of Natural Behavior by James Park, Blueprints for Behavior: Genetic Specification of Neural Circuitry for Innate Behaviors by Devanand S. Manoli, Geoffrey W. Meissner and Bruce S. Baker and Wired for Behaviors: From Development to Function of Innate Limbic System Circuitry by Katie Sokolowski and Joshua G. Corbin.
Computational Genetics
Modeling and Simulation of Genetic Regulatory Systems: A Literature Review by Hidde De Jong, Genetic Network Modeling by Eugene P. van Someren, Lodewyk F. A. Wessels, Eric Backer and Marcel J. T. Reinders, Computational Modeling of Genetic and Biochemical Networks edited by James M. Bower and Hamid Bolouri, Modelling Gene Networks at Different Organisational Levels by Thomas Schlitt and Alvis Brazma, Current Approaches to Gene Regulatory Network Modelling by Thomas Schlitt and Alvis Brazma and Modelling and Analysis of Gene Regulatory Networks by Guy Karlebach and Ron Shamir.
Computational Neurogenetics
Computational Neurogenetics by Nikola K. Kasabov and Lubica Benuskova and Computational Neurogenetic Modeling by Lubica Benuskova and Nikola K. Kasabov.
Evolutionary Computation
Introduction to Evolutionary Computing by Agoston E. Eiben and James E. Smith, Evolutionary Computation: A Unified Approach by Kenneth A. De Jong, Advances in Evolutionary Computing: Theory and Applications edited by Ashish Ghosh and Shigeyoshi Tsutsui, Evolutionary Algorithms for Solving Multi-objective Problems by Carlos A. Coello Coello, Gary B. Lamont and David A. Van Veldhuizen and Evolving Virtual Creatures by Karl Sims.
Computational Neural Development
Modeling Neural Development edited by Arjen van Ooyen, Using Theoretical Models to Analyse Neural Development by Arjen van Ooyen, Artificial Life Models of Neural Development by Angelo Cangelosi, Stefano Nolfi and Domenico Parisi, Gene Regulation and Biological Development in Neural Networks: An Exploratory Model by Angelo Cangelosi and Jeffrey L. Elman, Artificial Neurogenesis: An Introduction and Selective Review by Taras Kowaliw, Nicolas Bredeche, Sylvain Chevallier and René Doursat, Artificial Development by Simon Harding and Wolfgang Banzhaf, Simulating Evolution with a Computational Model of Embryogeny by Christopher P. Bowers, Using Embryonic Stages to Increase the Evolvability of Development by Diego Federici, Three Ways to Grow Designs: A Comparison of Embryogenies for an Evolutionary Design Problem by Peter Bentley and Sanjeev Kumar and A Taxonomy for Artificial Embryogeny by Kenneth O. Stanley and Risto Miikkulainen.
Neuroevolution
An Overview of Neuroevolution Techniques by Vincent Hoekstra, Neural Architecture Search: A Survey by Thomas Elsken, Jan H. Metzen and Frank Hutter, Evolving Artificial Neural Networks by Xin Yao, A New Evolutionary System for Evolving Artificial Neural Networks by Xin Yao and Yong Liu, A Genetic Programming Approach to Designing Convolutional Neural Network Architectures by Masanori Suganuma, Shinichi Shirakawa and Tomoharu Nagao, An Evolutionary Algorithm that Constructs Recurrent Neural Networks by Peter J. Angeline, Gregory M. Saunders and Jordan B. Pollack, Evolving Neural Networks through Augmenting Topologies by Kenneth O. Stanley and Risto Miikkulainen, Evolving Deep Neural Networks by Risto Miikkulainen, Jason Liang, Elliot Meyerson, Aditya Rawal, Dan Fink, Olivier Francon, Bala Raju, Hormoz Shahrzad, Arshak Navruzyan, Nigel Duffy and Babak Hodjat, Evolutionary Approach to Machine Learning and Deep Neural Networks - Neuro-evolution and Gene Regulatory Networks by Hitoshi Iba, Neuroevolution: From Architectures to Learning by Dario Floreano, Peter Dürr and Claudio Mattiussi, Efficient Reinforcement Learning through Evolving Neural Network Topologies by Kenneth O. Stanley and Risto Miikkulainen, Hierarchical Representations for Efficient Architecture Search by Hanxiao Liu, Karen Simonyan, Oriol Vinyals, Chrisantha Fernando and Koray Kavukcuoglu and Evolving a Neurocontroller through a Process of Embryogeny by Diego Federici.