Cortical-like dynamics in recurrent circuits optimized for sampling-based probabilistic inference
出版年份 2020 全文链接
标题
Cortical-like dynamics in recurrent circuits optimized for sampling-based probabilistic inference
作者
关键词
-
出版物
NATURE NEUROSCIENCE
Volume -, Issue -, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2020-08-11
DOI
10.1038/s41593-020-0671-1
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Stimulus complexity shapes response correlations in primary visual cortex
- (2019) Mihály Bányai et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Flexible Sensorimotor Computations through Rapid Reconfiguration of Cortical Dynamics
- (2018) Evan D. Remington et al. NEURON
- The Dynamical Regime of Sensory Cortex: Stable Dynamics around a Single Stimulus-Tuned Attractor Account for Patterns of Noise Variability
- (2018) Guillaume Hennequin et al. NEURON
- Predictive Processing: A Canonical Cortical Computation
- (2018) Georg B. Keller et al. NEURON
- Efficient probabilistic inference in generic neural networks trained with non-probabilistic feedback
- (2017) A. Emin Orhan et al. Nature Communications
- Perceptual Decision-Making as Probabilistic Inference by Neural Sampling
- (2016) Ralf M. Haefner et al. NEURON
- Neural Variability and Sampling-Based Probabilistic Representations in the Visual Cortex
- (2016) Gergő Orbán et al. NEURON
- Training Excitatory-Inhibitory Recurrent Neural Networks for Cognitive Tasks: A Simple and Flexible Framework
- (2016) H. Francis Song et al. PLoS Computational Biology
- The Hamiltonian Brain: Efficient Probabilistic Inference with Excitatory-Inhibitory Neural Circuit Dynamics
- (2016) Laurence Aitchison et al. PLoS Computational Biology
- Flexible gating of contextual influences in natural vision
- (2015) Ruben Coen-Cagli et al. NATURE NEUROSCIENCE
- A hierarchy of intrinsic timescales across primate cortex
- (2014) John D Murray et al. NATURE NEUROSCIENCE
- Optimal Control of Transient Dynamics in Balanced Networks Supports Generation of Complex Movements
- (2014) Guillaume Hennequin et al. NEURON
- State Dependence of Noise Correlations in Macaque Primary Visual Cortex
- (2014) Alexander S. Ecker et al. NEURON
- Performance-optimized hierarchical models predict neural responses in higher visual cortex
- (2014) D. L. K. Yamins et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Context-dependent computation by recurrent dynamics in prefrontal cortex
- (2013) Valerio Mante et al. NATURE
- Analysis of the Stabilized Supralinear Network
- (2013) Yashar Ahmadian et al. NEURAL COMPUTATION
- Robust Gamma Coherence between Macaque V1 and V2 by Dynamic Frequency Matching
- (2013) Mark J. Roberts et al. NEURON
- Mechanisms of Gamma Oscillations
- (2012) György Buzsáki et al. Annual Review of Neuroscience
- Inhibition dominates sensory responses in the awake cortex
- (2012) Bilal Haider et al. NATURE
- Canonical Microcircuits for Predictive Coding
- (2012) Andre M. Bastos et al. NEURON
- Normalization as a canonical neural computation
- (2011) Matteo Carandini et al. NATURE REVIEWS NEUROSCIENCE
- Spontaneous Cortical Activity Reveals Hallmarks of an Optimal Internal Model of the Environment
- (2011) P. Berkes et al. SCIENCE
- Neural Dynamics as Sampling: A Model for Stochastic Computation in Recurrent Networks of Spiking Neurons
- (2011) Lars Buesing et al. PLoS Computational Biology
- Stimulus onset quenches neural variability: a widespread cortical phenomenon
- (2010) Mark M Churchland et al. NATURE NEUROSCIENCE
- Differences in Gamma Frequencies across Visual Cortex Restrict Their Possible Use in Computation
- (2010) Supratim Ray et al. NEURON
- Oscillations and Filtering Networks Support Flexible Routing of Information
- (2010) Thomas Akam et al. NEURON
- Decorrelated Neuronal Firing in Cortical Microcircuits
- (2010) A. S. Ecker et al. SCIENCE
- Statistically optimal perception and learning: from behavior to neural representations
- (2010) József Fiser et al. TRENDS IN COGNITIVE SCIENCES
- Oscillations, Phase-of-Firing Coding, and Spike Timing-Dependent Plasticity: An Efficient Learning Scheme
- (2009) T. Masquelier et al. JOURNAL OF NEUROSCIENCE
- Perceptual organization in the tilt illusion
- (2009) O. Schwartz et al. JOURNAL OF VISION
- Inhibition, Spike Threshold, and Stimulus Selectivity in Primary Visual Cortex
- (2009) Nicholas J. Priebe et al. NEURON
- Cortical Enlightenment: Are Attentional Gamma Oscillations Driven by ING or PING?
- (2009) Paul Tiesinga et al. NEURON
- Instantaneous correlation of excitation and inhibition during ongoing and sensory-evoked activities
- (2008) Michael Okun et al. NATURE NEUROSCIENCE
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now