Concept formation through multimodal integration using multimodal BERT and VQ-VAE
Sign Up to like & getrecommendations! Published in 2022 at "Advanced Robotics"
DOI: 10.1080/01691864.2022.2141583
Abstract: Humans form concepts from multimodal information obtained from multiple sensory organs and understand the environment and language by predicting unobserved information through these concepts. Robots can also make better predictions by forming concepts from multimodal… read more here.
Keywords: information; bert; model; using multimodal ... See more keywords
Influence of language on perception and concept formation in a brain-constrained deep neural network model
Sign Up to like & getrecommendations! Published in 2022 at "Philosophical Transactions of the Royal Society B: Biological Sciences"
DOI: 10.1098/rstb.2021.0373
Abstract: A neurobiologically constrained model of semantic learning in the human brain was used to simulate the acquisition of concrete and abstract concepts, either with or without verbal labels. Concept acquisition and semantic learning were simulated… read more here.
Keywords: network; language; model; concept formation ... See more keywords
Mental Flexibility Influences the Association Between Poor Balance and Falls in Older People – A Secondary Analysis
Sign Up to like & getrecommendations! Published in 2019 at "Frontiers in Aging Neuroscience"
DOI: 10.3389/fnagi.2019.00133
Abstract: Impairments of balance predispose older people to falls. Some cognitive functions, especially executive functioning have been shown to affect balance and discriminate fallers from non-fallers. Mental flexibility is a component of the executive function and… read more here.
Keywords: older people; concept formation; performance; balance ... See more keywords