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检索条件"主题词=neural coding"
551 条 记 录,以下是461-470 订阅
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Activity and Memory in Biologically Motivated neural Network.
Activity and Memory in Biologically Motivated Neural Network...
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作者: Štroffek, Július Charles University of Prague
This work presents biologically motivated neural network model which works as an auto-associative memory. Architecture of the presented model is similar to the architecture of the Hopfield network which might be simil... 详细信息
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Modeling stimulus-dependent variability improves decoding of population neural responses
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JOURNAL OF neural ENGINEERING 2019年 第6期16卷 066018-066018页
作者: Ghanbari, Abed Lee, Christopher M. Read, Heather L. Stevenson, Ian H. Univ Connecticut Dept Biomed Engn Storrs CT 06269 USA Univ Connecticut Dept Psychol Sci Storrs CT 06269 USA Connecticut Inst Brain & Cognit Sci Storrs CT 06269 USA
Objective. neural responses to repeated presentations of an identical stimulus often show substantial trial-to-trial variability. How the mean firing rate varies in response to different stimuli or during different mo... 详细信息
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Information representation in an oscillating neural field model modulated by working memory signals
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FRONTIERS IN COMPUTATIONAL NEUROSCIENCE 2024年 17卷 1253234页
作者: Nesse, William H. Clark, Kelsey L. Noudoost, Behrad Univ Utah Dept Math Salt Lake City UT 84112 USA Univ Utah Dept Ophthalmol Salt Lake City UT USA
We study how stimulus information can be represented in the dynamical signatures of an oscillatory model of neural activity-a model whose activity can be modulated by input akin to signals involved in working memory (... 详细信息
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Modern Machine Learning as a Benchmark for Fitting neural Responses
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FRONTIERS IN COMPUTATIONAL NEUROSCIENCE 2018年 12卷 56页
作者: Benjamin, Ari S. Fernandes, Hugo L. Tomlinson, Tucker Ramkumar, Pavan VerSteeg, Chris Chowdhury, Raeed H. Miller, Lee E. Kording, Konrad P. Univ Penn Dept Bioengn Philadelphia PA 19104 USA Northwestern Univ Dept Phys Med & Rehabil Rehabil Inst Chicago Chicago IL 60611 USA Northwestern Univ Dept Physiol Chicago IL 60611 USA Northwestern Univ Dept Neurobiol Evanston IL USA Northwestern Univ Dept Biomed Engn Evanston IL 60208 USA Univ Penn Dept Neurosci Philadelphia PA 19104 USA
Neuroscience has long focused on finding encoding models that effectively ask "what predicts neural spiking?" and generalized linear models (GLMs) are a typical approach. It is often unknown how much of expl... 详细信息
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ProbabilisticinferenceindiscretespacescanbeimplementedintonetworksofLIFneurons
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FRONTIERS IN COMPUTATIONAL NEUROSCIENCE 2015年 第JAN期9卷 13-13页
作者: Probst, Dimitri Petrovici, Mihai A. Bytschok, Ilja Bill, Johannes Pecevski, Dejan Schemmel, Johannes Meier, Karlheinz Heidelberg Univ Kirchhoff Inst Phys D-69120 Heidelberg Germany Graz Univ Technol Inst Theoret Comp Sci A-8010 Graz Austria
The means by which cortical neural networks are able to efficiently solve inference problems remains an open question in computational neuroscience. Recently, abstract models of Bayesian computation in neural circuits... 详细信息
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Burst Firing in the Electrosensory System of Gymnotiform Weakly Electric Fish: Mechanisms and Functional Roles
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FRONTIERS IN COMPUTATIONAL NEUROSCIENCE 2016年 第AUG期10卷 81页
作者: Metzen, Michael G. Krahe, Rudiger Chacron, Maurice J. McGill Univ Dept Physiol Montreal PQ Canada McGill Univ Dept Biol Montreal PQ Canada
Neurons across sensory systems and organisms often display complex patterns of action potentials in response to sensory input. One example of such a pattern is the tendency of neurons to fire packets of action potenti... 详细信息
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Design and Implementation of a Spiking neural Network with Integrate-and-Fire Neuron Model for Pattern Recognition
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INTERNATIONAL JOURNAL OF neural SYSTEMS 2021年 第3期31卷 2050073页
作者: Rashvand, Parvaneh Ahmadzadeh, Mohammad Reza Shayegh, Farzaneh Isfahan Univ Technol Dept Elect & Comp Engn Digital Signal Proc Res Lab Esfahan *** Iran
In contrast to the previous artificial neural networks (ANNs), spiking neural networks (SNNs) work based on temporal coding approaches. In the proposed SNN, the number of neurons, neuron models, encoding method, and l... 详细信息
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More than the end: OFF response plasticity as a mnemonic signature of a sound's behavioral salience
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FRONTIERS IN COMPUTATIONAL NEUROSCIENCE 2022年 16卷 974264页
作者: Anandakumar, Dakshitha B. Liu, Robert C. Georgia Inst Technol Wallace H Coulter Dept Biomed Engn Atlanta GA USA Emory Univ Atlanta GA 30322 USA Emory Univ Dept Biol Atlanta GA 30322 USA Emory Univ Ctr Translat Social Neurosci Atlanta GA 30322 USA
In studying how neural populations in sensory cortex code dynamically varying stimuli to guide behavior, the role of spiking after stimuli have ended has been underappreciated. This is despite growing evidence that su... 详细信息
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Optimal Localist and Distributed coding of Spatiotemporal Spike Patterns Through STDP and Coincidence Detection
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FRONTIERS IN COMPUTATIONAL NEUROSCIENCE 2018年 12卷 74页
作者: Masquelier, Timothee Kheradpisheh, Saeed R. Univ Toulouse 3 CNRS UMR5549 Ctr Rech Cerveau & Cognit Toulouse France Univ Seville CSIC Inst Microelect Sevilla IMSE CNM Seville Spain Kharazmi Univ Fac Math Sci & Comp Dept Comp Sci Tehran Iran
Repeating spatiotemporal spike patterns exist and carry information. Here we investigated how a single spiking neuron can optimally respond to one given pattern (localist coding), or to either one of several patterns ... 详细信息
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Spatial resolution of local field potential signals in macaque V4
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JOURNAL OF neural ENGINEERING 2020年 第2期17卷 026003-026003页
作者: Foroushani, Armin Najarpour Neupane, Sujaya Pastor, Pablo De Heredia Pack, Christopher C. Sawan, Mohamad Polytech Montreal Inst Biomed Engn PolyStim Neurotechnol Lab Montreal PQ Canada McGill Univ Montreal Neurol Inst & Hosp Montreal PQ Canada Westlake Univ Sch Engn Hangzhou 310024 Peoples R China Westlake Inst Adv Study Inst Adv Study Hangzhou 310024 Peoples R China MIT McGovern Inst Brain Res 77 Massachusetts Ave Cambridge MA 02139 USA Univ Politecn Madrid Escuela Tecn Ingn Ind E-28040 Madrid Spain
Objective. An important challenge for the development of cortical visual prostheses is to generate spatially localized percepts of light, using artificial stimulation. Such percepts are called phosphenes, and the goal... 详细信息
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