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  • 1
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : eScholarship, University of California
    UID:
    (DE-627)1803321725
    Content: While exploring the functions of individual cells in a circuit, we can often overlook the importance of specialized subcellular compartments organized within one neuron. We probe the former with techniques like optogenetics, optical imaging, and (multi) cell recordings, while the latter can be clouded with mystery that have only begun to resolve in recent years. We explore these seemingly remote and difficult-to-record-from places in a well-mapped circuit in the cerebellum that is also relevant to behavior. Granule cells of the cerebellar cortex carry information associated with the context of a motor movement to the Purkinje cells, which as the sole output of the cerebellar cortex, is a major site of motor learning. Traditionally thought to be inhibitory, GABAA receptors (GABAARs) in granule cells, although inhibitory in the soma, have been found to be excitatory in the axons. These axons, the parallel fibers, are too thin to record from, and methods to study them include population recordings like calcium imaging and fiber volley detection, computational modeling, and voltage sensitive dyes.We first studied the presynaptic terminals of parallel fibers using calcium imaging, and showed that GABAAR activation leads to increased amplitude of stimulus-evoked calcium transients. This excitation appears to bring axons closer to firing threshold, recruiting addition fibers as opposed to increasing calcium levels on a per fiber basis. Blocking the transporter that accumulates chloride reduces the effect, suggesting that high chloride concentration in the axons is the mechanism behind this effect.To gain better temporal resolution, we used GABA uncaging to probe extracellular fiber volleys and found that GABA not only increases fiber volley amplitudes, but also increases conduction velocity on parallel fibers. We showed that δ-subunits are not required for GABAAR-mediated excitation and that endogenous GABA in a slice is sufficient to excite parallel fibers. Using a computational model of the granule cell, we showed how GABA-mediated excitation on the axons can influence cell spiking, and that properties of sodium channel inactivation determine whether there's an excitatory effect of GABA on threshold for spiking and on conduction velocity.Finally we described a novel method for detecting voltage in subcellular compartments utilizing fluorescence transfer between a lipophilic tracer dye and a voltage sensitive compound. This two-component system is seen to produce some of the biggest voltage sensing signals in the literature, and is capable of recording submillisecond voltage fluctuations in subcompartments of a Purkinje cell. We propose to use this system to record voltage from parallel fibers and determine the effect of GABA on action potential shape and subthreshold voltage fluctuations.
    Note: Dissertation eScholarship, University of California 2012
    Language: English
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  • 2
    UID:
    (DE-627)792619706
    Format: getr. Zählung [ca. 200 S.] , Ill., graph. Darst., Tab.
    Series Statement: Journal of theoretical & computational chemistry 13.2014,3
    Note: Literaturangaben
    Language: English
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  • 3
    UID:
    (DE-101)1113400579
    Format: Online-Ressource , online resource.
    ISSN: 1572-9818 , 1572-9818
    In: volume:7
    In: number:1
    In: pages:69-77
    In: date:2.1989
    In: Plant molecular biology reporter, Dordrecht [u.a.] : Springer, 1983-, 7, Heft 1, 69-77, 2.1989, 1572-9818
    Language: English
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  • 4
    Book
    Book
    Paris : Klincksieck
    UID:
    (DE-602)gbv_83453424X
    Format: 128 S
    ISBN: 9782252039786
    Series Statement: Ela 177 = Année 54
    Language: French
    Subjects: Romance Studies
    RVK:
    Keywords: Romanische Sprachen ; Wörterbuch ; Computerunterstützte Lexikografie ; Aufsatzsammlung
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  • 5
    UID:
    (DE-627)79427238X
    ISSN: 1753-3627
    In: International journal of business and globalisation, Genève [u.a.] : Inderscience Enterprises, 2007, 12(2014), 3, Seite 358-368, 1753-3627
    In: volume:12
    In: year:2014
    In: number:3
    In: pages:358-368
    Language: English
    Keywords: Aufsatz in Zeitschrift
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  • 6
    Book
    Book
    Paris : Didier Érudition Klincksieck
    UID:
    (DE-604)BV042688577
    Format: 128 Seiten , Illustrationen
    ISBN: 9782252039786
    Series Statement: Éla 177 (Janvier/Mars 2015)
    Note: Literaturangaben
    Language: French
    Subjects: Comparative Studies. Non-European Languages/Literatures , Romance Studies
    RVK:
    RVK:
    Keywords: Romanische Sprachen ; Wörterbuch ; Computerunterstützte Lexikografie ; Aufsatzsammlung
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  • 7
    Book
    Book
    Paris : Klincksieck
    UID:
    (DE-627)83453424X
    Format: 128 S
    ISBN: 9782252039786
    Series Statement: Ela 177 = Année 54
    Language: French
    Subjects: Romance Studies
    RVK:
    Keywords: Romanische Sprachen ; Wörterbuch ; Computerunterstützte Lexikografie ; Aufsatzsammlung
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  • 8
    UID:
    (DE-605)HT020483171
    Format: 128 Seiten , Illustrationen
    ISBN: 9782252039786
    Series Statement: Études de linguistique appliquée (ÉLA) 54 année, 177 (janvier/mars 2015)
    Note: Literaturangaben
    Language: French
    Subjects: Comparative Studies. Non-European Languages/Literatures , Romance Studies
    RVK:
    RVK:
    Keywords: Romanische Sprachen ; Wörterbuch ; Computerunterstützte Lexikografie ; Aufsatzsammlung
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  • 9
    Online Resource
    Online Resource
    Singapore : Springer Singapore Pte. Limited | Ann Arbor, Michigan : ProQuest
    UID:
    (DE-603)504561154
    Format: 1 Online-Ressource (328 pages)
    ISBN: 9789811633577
    Series Statement: Advances in Intelligent Systems and Computing Ser. v.1395
    Note: Description based on publisher supplied metadata and other sources
    Additional Edition: 9789811633560
    Language: English
    Keywords: Electronic books
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  • 10
    UID:
    (DE-627)1826668764
    Format: 1 online resource (328 pages)
    ISBN: 9789811633577
    Series Statement: Advances in Intelligent Systems and Computing Ser. v.1395
    Content: Intro -- Preface -- Contents -- About the Editors -- Deep Rapid Class Augmentation -- A New Progressive Learning Approach that Eliminates the Issue of Catastrophic Forgetting -- 1 Introduction -- 1.1 Sequential Learning and the Problem of Catastrophic Forgetting -- 1.2 Proposed Solution to Catastrophic Forgetting in Sequential Learning Applications -- 2 Background on Progressive Gradient Descent Optimization -- 2.1 SGD Implementation -- 3 Illustration of Catastrophic Forgetting -- 3.1 The Sub-Optimality of Freezing the Old Classifier Weights -- 4 Related Work -- 4.1 Alternative Progressive Learning Approaches -- 4.2 Progressive Learning Approaches Related to Deep RCA -- 5 Deep Rapid Class Augmentation -- 5.1 Background on Recursive Least Squares -- 5.2 Adapting RLS to Model Augmentation -- 5.3 RCA Algorithm Implementation -- 6 Illustration of RCA's Elimination of Catastrophic Forgetting -- 7 Progressive Learning on MNIST Data -- 7.1 Progressive SGD on MNIST DATA -- 7.2 Deep RCA Augmentation on MNIST Data -- 8 Deep RCA Augmentation on ImageNet -- 8.1 Augmentation of a New "Cat" Class -- 8.2 Augmentation Accuracy Comparison -- 9 Deep RCA on CIFAR 100 Data -- 9.1 Augmentation Timing Comparisons -- 9.2 Assessing Augmentation Time as a Function of Augmented Model Class Size -- 9.3 The Impact of Random New Class Weight Initialization -- 10 Summary -- References -- A Comprehensive Analysis of Subword Contextual Embeddings for Languages with Rich Morphology -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Word2Vec -- 3.2 FastText -- 3.3 Contextual Subword Embeddings -- 3.4 Input Layer -- 3.5 Highway LSTM -- 3.6 Dependency Parser -- 3.7 Named Entity Recognizer -- 3.8 Multi-task Learning Framework -- 3.9 Sentiment Analyzer -- 4 Experimental Settings -- 4.1 Datasets -- 4.2 Training Details -- 5 Results -- 5.1 Comparison of Embedding Types.
    Note: Description based on publisher supplied metadata and other sources
    Additional Edition: 9789811633560
    Additional Edition: Erscheint auch als Druck-Ausgabe 9789811633560
    Language: English
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