Metric-space analysis of spike trains: theory, algorithms and application
نویسندگان
چکیده
منابع مشابه
Metric-space analysis of spike trains: theory, algorithms, and application
We present the mathematical basis of a new approach to the analysis of temporal coding. The foundation of the approach is the construction of several families of novel distances (metrics) between neuronal impulse trains. In contrast to most previous approaches to the analysis of temporal coding, the present approach does not attempt to embed impulse trains in a vector space, and does not assume...
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The nervous system represents time-dependent signals in sequences of discrete action potentials or spikes are identical so that information is carried only in the spike arrival times. We show how to quantify this information, in bits, free from any assumptions about which features of the spike train or input waveform are most important. We apply this approach to the analysis of experiments on a...
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از محوری ترین اثراتی که یک فیلم سینمایی ایجاد می کند دیالوگ هایی است که هنرپیش گان فیلم میگویند. به زعم یک فیلم ساز, یک شیوه متأثر نمودن مخاطب از اثر منظوره نیروی گفتارهای گوینده, مثل نیروی عاطفی, ترس آور, غم انگیز, هیجان انگیز و غیره, است. این مطالعه به بررسی این مسأله مبادرت کرده است که آیا نیروی فراگفتاری هنرپیش گان به مثابه ی اعمال گفتاری در پنج فیلم هالیوودی در نسخه های دوبله شده باز تولید...
15 صفحه اولModeling and Analysis of Neural Spike Trains
1 Department of Statistics, Florida State University, Tallahassee, FL 32306, USA 2Department of Mathematics, The City College of New York, New York, NY 10031, USA 3Department of Psychiatry and Department of Neuroscience and Physiology, New York University School of Medicine, New York, NY 10016, USA 4 School of Design and Human Engineering, Ulsan National Institute of Science and Technology, UNI...
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As information flows through the brain, neuronal firing progresses from encoding the world as sensed by the animal to driving the motor output of subsequent behavior. One of the more tractable goals of quantitative neuroscience is to develop predictive models that relate the sensory or motor streams with neuronal firing. Here we review and contrast analytical tools used to accomplish this task....
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ژورنال
عنوان ژورنال: Network: Computation in Neural Systems
سال: 1997
ISSN: 0954-898X,1361-6536
DOI: 10.1088/0954-898x_8_2_003