Fractional neural sampling as a theory of spatiotemporal probabilistic computations in neural circuits
Dynamics of neural circuits mapping brain functions such as sensory processing and decision making, can be characterized by probabilistic representations and inference. The authors elaborate the role of spatiotemporal neural dynamics for more efficient performance of probabilistic computations.
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2022-08-01
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| Series: | Nature Communications |
| Online Access: | https://doi.org/10.1038/s41467-022-32279-z |
| _version_ | 1817968081461313536 |
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| author | Yang Qi Pulin Gong |
| author_facet | Yang Qi Pulin Gong |
| author_sort | Yang Qi |
| collection | DOAJ |
| description | Dynamics of neural circuits mapping brain functions such as sensory processing and decision making, can be characterized by probabilistic representations and inference. The authors elaborate the role of spatiotemporal neural dynamics for more efficient performance of probabilistic computations. |
| first_indexed | 2024-04-13T20:03:17Z |
| format | Article |
| id | doaj.art-ae0fa255f25342ec9d40d938ef0d4812 |
| institution | Directory Open Access Journal |
| issn | 2041-1723 |
| language | English |
| last_indexed | 2024-04-13T20:03:17Z |
| publishDate | 2022-08-01 |
| publisher | Nature Portfolio |
| record_format | Article |
| series | Nature Communications |
| spelling | doaj.art-ae0fa255f25342ec9d40d938ef0d48122022-12-22T02:32:07ZengNature PortfolioNature Communications2041-17232022-08-0113111910.1038/s41467-022-32279-zFractional neural sampling as a theory of spatiotemporal probabilistic computations in neural circuitsYang Qi0Pulin Gong1School of Physics, University of SydneySchool of Physics, University of SydneyDynamics of neural circuits mapping brain functions such as sensory processing and decision making, can be characterized by probabilistic representations and inference. The authors elaborate the role of spatiotemporal neural dynamics for more efficient performance of probabilistic computations.https://doi.org/10.1038/s41467-022-32279-z |
| spellingShingle | Yang Qi Pulin Gong Fractional neural sampling as a theory of spatiotemporal probabilistic computations in neural circuits Nature Communications |
| title | Fractional neural sampling as a theory of spatiotemporal probabilistic computations in neural circuits |
| title_full | Fractional neural sampling as a theory of spatiotemporal probabilistic computations in neural circuits |
| title_fullStr | Fractional neural sampling as a theory of spatiotemporal probabilistic computations in neural circuits |
| title_full_unstemmed | Fractional neural sampling as a theory of spatiotemporal probabilistic computations in neural circuits |
| title_short | Fractional neural sampling as a theory of spatiotemporal probabilistic computations in neural circuits |
| title_sort | fractional neural sampling as a theory of spatiotemporal probabilistic computations in neural circuits |
| url | https://doi.org/10.1038/s41467-022-32279-z |
| work_keys_str_mv | AT yangqi fractionalneuralsamplingasatheoryofspatiotemporalprobabilisticcomputationsinneuralcircuits AT pulingong fractionalneuralsamplingasatheoryofspatiotemporalprobabilisticcomputationsinneuralcircuits |