AIMC Topic: Cognitive Science

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Generative adversarial networks unlock new methods for cognitive science.

Trends in cognitive sciences Aug 4, 2021
Generative adversarial networks (GANs) enable computers to learn complex data distributions and sample from these distributions. When applied to the visual domain, this allows artificial, yet photorealistic images to be synthesized. Their success at ...
Humans Neural Networks, Computer Image Processing, Computer-Assisted Cognitive Science Artificial Intelligence Computers
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Mind Meets Machine: Towards a Cognitive Science of Human-Machine Interactions.

Trends in cognitive sciences Dec 28, 2020
As robots advance from the pages and screens of science fiction into our homes, hospitals, and schools, they are poised to take on increasingly social roles. Consequently, the need to understand the mechanisms supporting human-machine interactions is...
Cognitive Science Cognitive Neuroscience Humans Brain Robotics
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Inner speech.

Wiley interdisciplinary reviews. Cognitive science Sep 18, 2020
Inner speech travels under many aliases: the inner voice, verbal thought, thinking in words, internal verbalization, "talking in your head," the "little voice in the head," and so on. It is both a familiar element of first-person experience and a psy...
Artificial Intelligence Brain Humans Hallucinations Consciousness Speech Cognitive Science Schizophrenia
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Deep learning and cognitive science.

Cognition Jun 17, 2020
In recent years, the family of algorithms collected under the term "deep learning" has revolutionized artificial intelligence, enabling machines to reach human-like performances in many complex cognitive tasks. Although deep learning models are groun...
Algorithms Deep Learning Neural Networks, Computer Artificial Intelligence Cognitive Science Humans
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Linguistic generalization and compositionality in modern artificial neural networks.

Philosophical transactions of the Royal Society of London. Series B, Biological sciences Dec 16, 2019
In the last decade, deep artificial neural networks have achieved astounding performance in many natural language-processing tasks. Given the high productivity of language, these models must possess effective generalization abilities. It is widely as...
Cognitive Science Comprehension Linguistics Learning Deep Learning Neural Networks, Computer Language Humans
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Five Ways in Which Computational Modeling Can Help Advance Cognitive Science: Lessons From Artificial Grammar Learning.

Topics in cognitive science Oct 30, 2019
There is a rich tradition of building computational models in cognitive science, but modeling, theoretical, and experimental research are not as tightly integrated as they could be. In this paper, we show that computational techniques-even simple one...
Models, Theoretical Cognitive Science Humans Psycholinguistics Neural Networks, Computer
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Kirsch's, and everyone's, bind: How to build models for the wild?

Cognitive processing Mar 23, 2019
Alexandra Kirsch proposed a general formal model of decision making. She proposed it as a model both of human psychology and of artificial intelligence. As one might expect, and as Don Ross explicated, this is a challenging, albeit fascinating, posit...
Humans Artificial Intelligence Female Decision Making Probability Cognitive Science
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Deep Neural Networks as Scientific Models.

Trends in cognitive sciences Feb 19, 2019
Artificial deep neural networks (DNNs) initially inspired by the brain enable computers to solve cognitive tasks at which humans excel. In the absence of explanations for such cognitive phenomena, in turn cognitive scientists have started using DNNs ...
Cognitive Science Science Cognition Humans Models, Biological Deep Learning
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Robotic interfaces for cognitive psychology and embodiment research: A research roadmap.

Wiley interdisciplinary reviews. Cognitive science Nov 28, 2018
Advanced human-machine interfaces render robotic devices applicable to study and enhance human cognition. This turns robots into formidable neuroscientific tools to study processes such as the adaptation between a human operator and the operated robo...
Robotics Cognitive Science Humans Man-Machine Systems Feedback, Sensory
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Cognitive science in the era of artificial intelligence: A roadmap for reverse-engineering the infant language-learner.

Cognition Jan 8, 2018
Spectacular progress in the information processing sciences (machine learning, wearable sensors) promises to revolutionize the study of cognitive development. Here, we analyse the conditions under which 'reverse engineering' language development, i.e...
Psycholinguistics Infant Models, Theoretical Humans Cognitive Science Artificial Intelligence Language Development Machine Learning
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