Zobrazeno 1 - 10
of 143
pro vyhledávání: '"Bradley C. Love"'
Publikováno v:
Nature Communications, Vol 11, Iss 1, Pp 1-11 (2020)
Efficient learning is akin to goal-directed dimensionality reduction, in which relevant information is highlighted and irrelevant input is ignored. Here, the authors show that ventromedial prefrontal cortex uniquely supports such learning by compress
Externí odkaz:
https://doaj.org/article/4501382bd7ab47bbbe9f27602f4862a3
Autor:
Robert M. Mok, Bradley C. Love
Publikováno v:
Nature Communications, Vol 10, Iss 1, Pp 1-9 (2019)
Spatial maps in the medial temporal lobe (MTL) have been proposed to map abstract conceptual knowledge. Rather than grounding abstract knowledge in a spatial map, the authors propose a general-purpose clustering algorithm that explains how both spati
Externí odkaz:
https://doaj.org/article/11c7ec1d9f6f4e959eba22b7614d0156
Autor:
Peter S. Riefer, Bradley C. Love
Publikováno v:
Games, Vol 6, Iss 3, Pp 251-261 (2015)
People in a changing environment must decide between exploiting options they currently favor and exploring alternative options that provide additional information about the state of the environment. For example, drivers must decide between purchasing
Externí odkaz:
https://doaj.org/article/f69f7202e77e4b419948f266b234ce62
Autor:
A. Ross Otto, Bradley C. Love
Publikováno v:
Judgment and Decision Making, Vol 5, Pp 1-10 (2010)
When people learn to make decisions from experience, a reasonable intuition is that additional relevant information should improve their performance. In contrast, we find that additional information about foregone rewards (i.e., what could have gaine
Externí odkaz:
https://doaj.org/article/26a4c928d48c41b695da79e64b760af6
Autor:
Bradley C. Love, Robert M Mok
An incomplete science begets imperfect models. Nevertheless, the target article advocates for jettisoning deep learning models with some competency in object recognition for toy models evaluated against a checklist of laboratory findings; an approach
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d5fc1b00cef04d9779ba8e78df5ae89c
https://doi.org/10.31234/osf.io/xaemv
https://doi.org/10.31234/osf.io/xaemv
Autor:
Bradley C. Love, Kurt Braunlich
Publikováno v:
Psychological Review. 129:213-234
Contemporary models of categorization typically tend to sidestep the problem of how information is initially encoded during decision making. Instead, a focus of this work has been to investigate how, through selective attention, stimulus representati
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e20d26e410347097a0a73649e4ddc91c
https://doi.org/10.1037/rev0000287
https://doi.org/10.1037/rev0000287
Autor:
Daniel N Barry, Bradley C Love
Publikováno v:
Cerebral Cortex. 33:83-95
Replay can consolidate memories through offline neural reactivation related to past experiences. Category knowledge is learned across multiple experiences, and its subsequent generalization is promoted by consolidation and replay during rest and slee
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f5ad2c5867739685623b937f1ee2bf0f
https://doi.org/10.1093/cercor/bhac054
https://doi.org/10.1093/cercor/bhac054
Complex behavior is supported by the coordination of multiple brain regions. We propose coordination is achieved by a controller-peripheral architecture in which peripherals (e.g., the ventral visual stream) aim to supply needed inputs to their contr
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7841f4846a14ce9a6b5be1af90176b63
https://doi.org/10.1101/2023.01.16.524194
https://doi.org/10.1101/2023.01.16.524194
Whether supervised or unsupervised, human and machine learning is usually characterised as event-based. However, learning may also proceed by systems alignment in which mappings are inferred between systems, such as visual and linguistic systems. Sys
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::52ced492199eec69505570dc08288743
https://doi.org/10.31234/osf.io/v6fnq
https://doi.org/10.31234/osf.io/v6fnq
Publikováno v:
Language, Cognition and Neuroscience. 38:499-508
How can words shape meaning? Shared labels highlight commonalities between concepts whereas contrasting labels make differences apparent. To address such findings, we propose a deep learning accoun...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::fab02382095f64a88a83f56b325314c6
https://doi.org/10.1080/23273798.2021.2001023
https://doi.org/10.1080/23273798.2021.2001023