Criticality meets learning: Criticality signatures in a self-organizing recurrent neural network
出版年份 2017 全文链接
标题
Criticality meets learning: Criticality signatures in a self-organizing recurrent neural network
作者
关键词
Neurons, Neuronal plasticity, Neural networks, Learning, Synaptic plasticity, Gaussian noise, Synapses, Network analysis
出版物
PLoS One
Volume 12, Issue 5, Pages e0178683
出版商
Public Library of Science (PLoS)
发表日期
2017-05-27
DOI
10.1371/journal.pone.0178683
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Plasticity-Driven Self-Organization under Topological Constraints Accounts for Non-random Features of Cortical Synaptic Wiring
- (2016) Daniel Miner et al. PLoS Computational Biology
- Phase transitions and self-organized criticality in networks of stochastic spiking neurons
- (2016) Ludmila Brochini et al. Scientific Reports
- Can dynamical synapses produce true self-organized criticality?
- (2015) Ariadne de Andrade Costa et al. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT
- Adaptation to sensory input tunes visual cortex to criticality
- (2015) Woodrow L. Shew et al. Nature Physics
- Synaptic Plasticity Enables Adaptive Self-Tuning Critical Networks
- (2015) Nigel Stepp et al. PLoS Computational Biology
- Maximizing Sensory Dynamic Range by Tuning the Cortical State to Criticality
- (2015) Shree Hari Gautam et al. PLoS Computational Biology
- Where’s the Noise? Key Features of Spontaneous Activity and Neural Variability Arise through Learning in a Deterministic Network
- (2015) Christoph Hartmann et al. PLoS Computational Biology
- Quasicritical brain dynamics on a nonequilibrium Widom line
- (2014) Rashid V. Williams-García et al. PHYSICAL REVIEW E
- Zipf’s Law and Criticality in Multivariate Data without Fine-Tuning
- (2014) David J. Schwab et al. PHYSICAL REVIEW LETTERS
- Nonlinear Dynamics Analysis of a Self-Organizing Recurrent Neural Network: Chaos Waning
- (2014) Jürgen Eser et al. PLoS One
- powerlaw: A Python Package for Analysis of Heavy-Tailed Distributions
- (2014) Jeff Alstott et al. PLoS One
- Robust development of synfire chains from multiple plasticity mechanisms
- (2014) Pengsheng Zheng et al. Frontiers in Computational Neuroscience
- Identification of Criticality in Neuronal Avalanches: II. A Theoretical and Empirical Investigation of the Driven Case
- (2014) Caroline Hartley et al. Journal of Mathematical Neuroscience
- Critical dynamics in associative memory networks
- (2013) Maximilian Uhlig et al. Frontiers in Computational Neuroscience
- Griffiths phases and the stretching of criticality in brain networks
- (2013) Paolo Moretti et al. Nature Communications
- Network Self-Organization Explains the Statistics and Dynamics of Synaptic Connection Strengths in Cortex
- (2013) Pengsheng Zheng et al. PLoS Computational Biology
- Critical-State Dynamics of Avalanches and Oscillations Jointly Emerge from Balanced Excitation/Inhibition in Neuronal Networks
- (2012) S.-S. Poil et al. JOURNAL OF NEUROSCIENCE
- The Functional Benefits of Criticality in the Cortex
- (2012) Woodrow L. Shew et al. NEUROSCIENTIST
- Universal Critical Dynamics in High Resolution Neuronal Avalanche Data
- (2012) Nir Friedman et al. PHYSICAL REVIEW LETTERS
- Balance between Excitation and Inhibition Controls the Temporal Organization of Neuronal Avalanches
- (2012) F. Lombardi et al. PHYSICAL REVIEW LETTERS
- Failure of Adaptive Self-Organized Criticality during Epileptic Seizure Attacks
- (2012) Christian Meisel et al. PLoS Computational Biology
- Being Critical of Criticality in the Brain
- (2012) John M. Beggs et al. Frontiers in Physiology
- Information Capacity and Transmission Are Maximized in Balanced Cortical Networks with Neuronal Avalanches
- (2011) W. L. Shew et al. JOURNAL OF NEUROSCIENCE
- Information processing in echo state networks at the edge of chaos
- (2011) Joschka Boedecker et al. THEORY IN BIOSCIENCES
- Neurobiologically Realistic Determinants of Self-Organized Criticality in Networks of Spiking Neurons
- (2011) Mikail Rubinov et al. PLoS Computational Biology
- Coordination of size and number of excitatory and inhibitory synapses results in a balanced structural plasticity along mature hippocampal CA1 dendrites during LTP
- (2010) Jennifer N. Bourne et al. HIPPOCAMPUS
- Neuronal Avalanches in Spontaneous Activity In Vivo
- (2010) Gerald Hahn et al. JOURNAL OF NEUROPHYSIOLOGY
- Can Power-Law Scaling and Neuronal Avalanches Arise from Stochastic Dynamics?
- (2010) Jonathan Touboul et al. PLoS One
- Spike Avalanches Exhibit Universal Dynamics across the Sleep-Wake Cycle
- (2010) Tiago L. Ribeiro et al. PLoS One
- Self-Organized Criticality in Developing Neuronal Networks
- (2010) Christian Tetzlaff et al. PLoS Computational Biology
- Subsampling effects in neuronal avalanche distributions recorded in vivo
- (2009) Viola Priesemann et al. BMC NEUROSCIENCE
- Adaptive self-organization in a realistic neural network model
- (2009) Christian Meisel et al. PHYSICAL REVIEW E
- Self-Tuned Critical Anti-Hebbian Networks
- (2009) Marcelo O. Magnasco et al. PHYSICAL REVIEW LETTERS
- Phase Transitions towards Criticality in a Neural System with Adaptive Interactions
- (2009) Anna Levina et al. PHYSICAL REVIEW LETTERS
- Spontaneous cortical activity in awake monkeys composed of neuronal avalanches
- (2009) T. Petermann et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Power-Law Distributions in Empirical Data
- (2009) Aaron Clauset et al. SIAM REVIEW
- SORN: a Self-organizing Recurrent Neural Network
- (2009) Andreea Lazar Frontiers in Computational Neuroscience
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