AIMC Topic: Cognitive Neuroscience

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Employing artificial bee and ant colony optimization in machine learning techniques as a cognitive neuroscience tool.

Scientific reports Mar 24, 2025
Higher education is essential because it exposes students to a variety of areas. The academic performance of IT students is crucial and might fail if it isn't documented to identify the features influencing them, as well as their strengths and shortc...
Ants Cognitive Neuroscience Animals Students Decision Trees Bees Machine Learning Algorithms Humans
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Studying memory narratives with natural language processing.

Trends in cognitive sciences Mar 19, 2025
Cognitive neuroscience research has begun to use natural language processing (NLP) to examine memory narratives with the hopes of gaining a nuanced understanding of the mechanisms underlying differences in memory recall, both across groups and tasks....
Humans Narration Memory Natural Language Processing Mental Recall Cognitive Neuroscience
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A new era in cognitive neuroscience: the tidal wave of artificial intelligence (AI).

BMC neuroscience May 6, 2024
Translating artificial intelligence techniques into the realm of cognitive neuroscience holds promise for significant breakthroughs in our ability to probe the intrinsic mechanisms of the brain. The recent unprecedented development of robust AI model...
Brain Cognitive Neuroscience Humans Artificial Intelligence Neurosciences
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The Neuroscience of Human and Artificial Intelligence Presence.

Annual review of psychology Oct 31, 2023
Two decades of social neuroscience and neuroeconomics research illustrate the brain mechanisms that are engaged when people consider human beings, often in comparison to considering artificial intelligence (AI) as a nonhuman control. AI as an experim...
Cognitive Neuroscience Social Cognition Brain Cognition Humans Artificial Intelligence
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Reconstructing the predictive architecture of the mind and brain.

Trends in cognitive sciences Sep 20, 2022
Predictive processing has become an influential framework in cognitive neuroscience. However, it often lacks specificity and direct empirical support. How can we probe the nature and limits of the predictive brain? We highlight the potential of recen...
Brain Cognitive Neuroscience Humans Artificial Intelligence
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Explainable artificial intelligence based analysis for interpreting infant fNIRS data in developmental cognitive neuroscience.

Communications biology Sep 15, 2021
In the last decades, non-invasive and portable neuroimaging techniques, such as functional near infrared spectroscopy (fNIRS), have allowed researchers to study the mechanisms underlying the functional cognitive development of the human brain, thus f...
Cognitive Neuroscience Growth Artificial Intelligence Infant Spectroscopy, Near-Infrared Neuroimaging Humans
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Likelihood approximation networks (LANs) for fast inference of simulation models in cognitive neuroscience.

eLife Apr 6, 2021
In cognitive neuroscience, computational modeling can formally adjudicate between theories and affords quantitative fits to behavioral/brain data. Pragmatically, however, the space of plausible generative models considered is dramatically limited by ...
Computer Simulation Cognition Models, Neurological Bayes Theorem Likelihood Functions Neural Networks, Computer Humans Brain Cognitive Neuroscience Neural Pathways
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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 Neuroscience Robotics Cognitive Science Humans Brain
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Individual differences among deep neural network models.

Nature communications Nov 12, 2020
Deep neural networks (DNNs) excel at visual recognition tasks and are increasingly used as a modeling framework for neural computations in the primate brain. Just like individual brains, each DNN has a unique connectivity and representational profile...
Individuality Neural Networks, Computer Cognitive Neuroscience Brain Animals
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Keep it real: rethinking the primacy of experimental control in cognitive neuroscience.

NeuroImage Aug 13, 2020
Naturalistic experimental paradigms in neuroimaging arose from a pressure to test the validity of models we derive from highly-controlled experiments in real-world contexts. In many cases, however, such efforts led to the realization that models deve...
Cognition Machine Learning Cognitive Neuroscience Neuroimaging Humans Brain
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