The Necessity of the Medial Temporal Lobe for Statistical Learning
The sensory input that we experience is highly patterned, and we are experts at detecting these regularities. Although the extraction of such regularities, or statistical learning (SL), is typically viewed as a cortical process, recent studies have implicated the medial temporal lobe (MTL), includin...
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Veröffentlicht in: | Journal of cognitive neuroscience 2014-08, Vol.26 (8), p.1736-1747 |
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creator | Schapiro, Anna C. Gregory, Emma Landau, Barbara McCloskey, Michael Turk-Browne, Nicholas B. |
description | The sensory input that we experience is highly patterned, and we are experts at detecting these regularities. Although the extraction of such regularities, or statistical learning (SL), is typically viewed as a cortical process, recent studies have implicated the medial temporal lobe (MTL), including the hippocampus. These studies have employed fMRI, leaving open the possibility that the MTL is involved but not necessary for SL. Here, we examined this issue in a case study of LSJ, a patient with complete bilateral hippocampal loss and broader MTL damage. In Experiments 1 and 2, LSJ and matched control participants were passively exposed to a continuous sequence of shapes, syllables, scenes, or tones containing temporal regularities in the co-occurrence of items. In a subsequent test phase, the control groups exhibited reliable SL in all conditions, successfully discriminating regularities from recombinations of the same items into novel foil sequences. LSJ, however, exhibited no SL, failing to discriminate regularities from foils. Experiment 3 ruled out more general explanations for this failure, such as inattention during exposure or difficulty following test instructions, by showing that LSJ could discriminate which individual items had been exposed. These findings provide converging support for the importance of the MTL in extracting temporal regularities. |
doi_str_mv | 10.1162/jocn_a_00578 |
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Although the extraction of such regularities, or statistical learning (SL), is typically viewed as a cortical process, recent studies have implicated the medial temporal lobe (MTL), including the hippocampus. These studies have employed fMRI, leaving open the possibility that the MTL is involved but not necessary for SL. Here, we examined this issue in a case study of LSJ, a patient with complete bilateral hippocampal loss and broader MTL damage. In Experiments 1 and 2, LSJ and matched control participants were passively exposed to a continuous sequence of shapes, syllables, scenes, or tones containing temporal regularities in the co-occurrence of items. In a subsequent test phase, the control groups exhibited reliable SL in all conditions, successfully discriminating regularities from recombinations of the same items into novel foil sequences. LSJ, however, exhibited no SL, failing to discriminate regularities from foils. Experiment 3 ruled out more general explanations for this failure, such as inattention during exposure or difficulty following test instructions, by showing that LSJ could discriminate which individual items had been exposed. 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Although the extraction of such regularities, or statistical learning (SL), is typically viewed as a cortical process, recent studies have implicated the medial temporal lobe (MTL), including the hippocampus. These studies have employed fMRI, leaving open the possibility that the MTL is involved but not necessary for SL. Here, we examined this issue in a case study of LSJ, a patient with complete bilateral hippocampal loss and broader MTL damage. In Experiments 1 and 2, LSJ and matched control participants were passively exposed to a continuous sequence of shapes, syllables, scenes, or tones containing temporal regularities in the co-occurrence of items. In a subsequent test phase, the control groups exhibited reliable SL in all conditions, successfully discriminating regularities from recombinations of the same items into novel foil sequences. LSJ, however, exhibited no SL, failing to discriminate regularities from foils. Experiment 3 ruled out more general explanations for this failure, such as inattention during exposure or difficulty following test instructions, by showing that LSJ could discriminate which individual items had been exposed. These findings provide converging support for the importance of the MTL in extracting temporal regularities.</description><subject>Aged</subject><subject>Brain</subject><subject>Brain Damage, Chronic - etiology</subject><subject>Brain Damage, Chronic - pathology</subject><subject>Brain Damage, Chronic - physiopathology</subject><subject>Encephalitis, Herpes Simplex - complications</subject><subject>Female</subject><subject>Hippocampus - pathology</subject><subject>Hippocampus - physiopathology</subject><subject>Humans</subject><subject>Learning</subject><subject>Learning - physiology</subject><subject>Magnetic Resonance Imaging</subject><subject>Middle Aged</subject><subject>Neurosciences</subject><subject>NMR</subject><subject>Nuclear magnetic resonance</subject><subject>Pattern Recognition, Physiological - physiology</subject><subject>Random Allocation</subject><subject>Temporal Lobe - pathology</subject><subject>Temporal Lobe - physiopathology</subject><issn>0898-929X</issn><issn>1530-8898</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkc1v1DAQxS1URLeFG2cUqZceGrDHH3EuFW3VAtICBxaJm-U4k9arTbzY2Urlr8fRlmqpKvU01vinN2_mEfKW0feMKfiwDG4w1lAqK_2CzJjktNS61ntkRnMpa6h_7ZODlJaUUpBKvCL7IIRUvOYzcr64weIbOkzJj3dF6IoxN75i6-2qWGC_DjE_5qHBogux-DHa0afRu6mJNg5-uH5NXnZ2lfDNfT0kP68uFxefy_n3T18uzualU5SNpQQrQYlKOotIK1QAbcUVtI2QkjlbOS4YCmg6sLarbAO6QWetkqpSLW_4ITnd6q43TY-tw2HM3sw6-t7GOxOsN___DP7GXIdbI_JYpSALHN8LxPB7g2k0vU8OVys7YNgkwzQHEFpL_TwqBeM633NCjx6hy7CJQ77ERHFe17QWmTrZUi6GlCJ2D74ZNVOOZjfHjL_b3fUB_hdcBj5ugd7vDJw0bkF5bTjlQlQGKLAsb2ht_vj14xnHT0g8aecvki27iA</recordid><startdate>20140801</startdate><enddate>20140801</enddate><creator>Schapiro, Anna C.</creator><creator>Gregory, Emma</creator><creator>Landau, Barbara</creator><creator>McCloskey, Michael</creator><creator>Turk-Browne, Nicholas B.</creator><general>MIT Press</general><general>MIT Press Journals, The</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QR</scope><scope>7TK</scope><scope>8FD</scope><scope>FR3</scope><scope>K9.</scope><scope>P64</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20140801</creationdate><title>The Necessity of the Medial Temporal Lobe for Statistical Learning</title><author>Schapiro, Anna C. ; Gregory, Emma ; Landau, Barbara ; McCloskey, Michael ; Turk-Browne, Nicholas B.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c601t-52a526475caee07e622d7362db4551ca7c341e42bf2aaf7ab28becaa65676d3b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Aged</topic><topic>Brain</topic><topic>Brain Damage, Chronic - etiology</topic><topic>Brain Damage, Chronic - pathology</topic><topic>Brain Damage, Chronic - physiopathology</topic><topic>Encephalitis, Herpes Simplex - complications</topic><topic>Female</topic><topic>Hippocampus - pathology</topic><topic>Hippocampus - physiopathology</topic><topic>Humans</topic><topic>Learning</topic><topic>Learning - physiology</topic><topic>Magnetic Resonance Imaging</topic><topic>Middle Aged</topic><topic>Neurosciences</topic><topic>NMR</topic><topic>Nuclear magnetic resonance</topic><topic>Pattern Recognition, Physiological - physiology</topic><topic>Random Allocation</topic><topic>Temporal Lobe - pathology</topic><topic>Temporal Lobe - physiopathology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Schapiro, Anna C.</creatorcontrib><creatorcontrib>Gregory, Emma</creatorcontrib><creatorcontrib>Landau, Barbara</creatorcontrib><creatorcontrib>McCloskey, Michael</creatorcontrib><creatorcontrib>Turk-Browne, Nicholas B.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Chemoreception Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of cognitive neuroscience</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Schapiro, Anna C.</au><au>Gregory, Emma</au><au>Landau, Barbara</au><au>McCloskey, Michael</au><au>Turk-Browne, Nicholas B.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The Necessity of the Medial Temporal Lobe for Statistical Learning</atitle><jtitle>Journal of cognitive neuroscience</jtitle><addtitle>J Cogn Neurosci</addtitle><date>2014-08-01</date><risdate>2014</risdate><volume>26</volume><issue>8</issue><spage>1736</spage><epage>1747</epage><pages>1736-1747</pages><issn>0898-929X</issn><eissn>1530-8898</eissn><abstract>The sensory input that we experience is highly patterned, and we are experts at detecting these regularities. 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subjects | Aged Brain Brain Damage, Chronic - etiology Brain Damage, Chronic - pathology Brain Damage, Chronic - physiopathology Encephalitis, Herpes Simplex - complications Female Hippocampus - pathology Hippocampus - physiopathology Humans Learning Learning - physiology Magnetic Resonance Imaging Middle Aged Neurosciences NMR Nuclear magnetic resonance Pattern Recognition, Physiological - physiology Random Allocation Temporal Lobe - pathology Temporal Lobe - physiopathology |
title | The Necessity of the Medial Temporal Lobe for Statistical Learning |
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