Research and Development

Category: Cognitive Neuroscience

Multitask Learning

Introduction Clustering and Compositionality of Task Representations in a Neural Network Trained to Perform Many Cognitive Tasks by Guangyu R. Yang, H. Francis Song, William T. Newsome and Xiao-Jing Wang, Task Representations in Neural Networks Trained to Perform Many Cognitive Tasks by Guangyu R. Yang, Madhura R. Joglekar, H. Francis Song, William T. Newsome and […]

Machine Reading Comprehension and Artificial Social Cognition

Introduction A Survey on Machine Reading Comprehension Systems by Razieh Baradaran, Razieh Ghiasi and Hossein Amirkhani, Machine Reading Comprehension: A Literature Review by Xin Zhang, An Yang, Sujian Li and Yizhong Wang and Teaching Machines to Read and Comprehend by Karl M. Hermann, Tomas Kocisky, Edward Grefenstette, Lasse Espeholt, Will Kay, Mustafa Suleyman and Phil […]

Neurosymbolic Mental Simulation and Imagination

Introduction A Neural-symbolic Framework for Mental Simulation by Michael Kissner, Simulation as an Engine of Physical Scene Understanding by Peter W. Battaglia, Jessica B. Hamrick and Joshua B. Tenenbaum, Analogues of Mental Simulation and Imagination in Deep Learning by Jessica B. Hamrick and Imagination Machines: A New Challenge for Artificial Intelligence by Sridhar Mahadevan. GlossaryComputer […]

Neurosymbolic Learning and Reasoning

Introduction Neural-symbolic Learning and Reasoning: A Survey and Interpretation by Tarek R. Besold, Artur S. d'Avila Garcez, Sebastian Bader, Howard Bowman, Pedro Domingos, Pascal Hitzler, Kai-Uwe Kühnberger, Luis C. Lamb, Daniel Lowd, Priscila M. V. Lima, Leo de Penning, Gadi Pinkas, Hoifung Poon and Gerson Zaverucha, Dimensions of Neural-symbolic Integration - A Structured Survey by […]

Neurosymbolic Multimodal Intelligence

Introduction Multimodal Intelligence: Representation Learning, Information Fusion, and Applications by Chao Zhang, Zichao Yang, Xiaodong He and Li Deng, Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods by Aditya Mogadala, Marimuthu Kalimuthu and Dietrich Klakow, Multimodal Machine Learning: A Survey and Taxonomy by Tadas Baltrušaitis, Chaitanya Ahuja and […]

Psychometric Artificial Intelligence

Natural Intelligence Handbook of Intelligence edited by Robert J. Sternberg, The Cambridge Handbook of Intelligence edited by Robert J. Sternberg and Scott Barry Kaufman, The Neuroscience of Intelligence by Richard J. Haier, Intelligence and Cognitive Abilities as Competencies in Development by Damian P. Birney and Robert J. Sternberg and A Computational Analysis of General Intelligence […]

Artificial Intelligence and Music

Introduction Psychology of Music edited by Diana Deutsch, Oxford Handbook of Music Psychology edited by Susan Hallam, Ian Cross and Michael Thaut, Music, Language, and the Brain by Aniruddh D. Patel, Understanding Music with AI: Perspectives on Music Cognition edited by Mira Balaban, Kemal Ebcioğlu and Otto Laske, Readings in Music and Artificial Intelligence edited […]


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 […]

Modeling Biological Neurons with Artificial Neural Networks

Introduction Single Cortical Neurons as Deep Artificial Neural Networks by David Beniaguev, Idan Segev and Michael London and Continual Learning with Deep Artificial Neurons by Blake Camp, Jaya K. Mandivarapu and Rolando Estrada. GlossaryArtificial Neural NetworkComputational Neuroscience CategoriesArtificial IntelligenceCognitive NeuroscienceCognitive ScienceSimulationGlossaryArtificial Neural NetworkComputational Neuroscience

Computational Neuroethology

Instinct The Study of Instinct by Nikolaas Tinbergen, Learning and Instinct in Animals by William H. Thorpe and Instinct and Innate Behavior: Toward an Ethological Psychology by Gordon M. Burghardt. GlossaryFixed Action PatternInstinct Ethology The Foundations of Ethology by Konrad Lorenz, Ethology: The Mechanisms and Evolution of Behavior by James L. Gould, Animal Motivation and […]