Correlated connectivity and the distribution of firing rates in the neocortex.

PubWeight™: 1.37‹?› | Rank: Top 10%

🔗 View Article (PMC 2784918)

Published in J Neurosci on March 25, 2009

Authors

Alexei A Koulakov1, Tomás Hromádka, Anthony M Zador

Author Affiliations

1: Cold Spring Harbor Laboratory, Cold Spring Harbor, New York 11724, USA. akula@cshl.edu

Articles citing this

The log-dynamic brain: how skewed distributions affect network operations. Nat Rev Neurosci (2014) 2.31

Dichotomy of functional organization in the mouse auditory cortex. Nat Neurosci (2010) 1.85

Plasticity-Driven Self-Organization under Topological Constraints Accounts for Non-random Features of Cortical Synaptic Wiring. PLoS Comput Biol (2016) 1.44

Preconfigured, skewed distribution of firing rates in the hippocampus and entorhinal cortex. Cell Rep (2013) 1.27

A sparse coding model with synaptically local plasticity and spiking neurons can account for the diverse shapes of V1 simple cell receptive fields. PLoS Comput Biol (2011) 1.22

Finding a roadmap to achieve large neuromorphic hardware systems. Front Neurosci (2013) 1.22

Sequencing the connectome. PLoS Biol (2012) 1.19

Probabilistic inference in general graphical models through sampling in stochastic networks of spiking neurons. PLoS Comput Biol (2011) 1.18

Optimal spike-based communication in excitable networks with strong-sparse and weak-dense links. Sci Rep (2012) 1.17

Neuronal circuits underlying persistent representations despite time varying activity. Curr Biol (2012) 1.16

Stability versus neuronal specialization for STDP: long-tail weight distributions solve the dilemma. PLoS One (2011) 1.07

Excitatory, inhibitory, and structural plasticity produce correlated connectivity in random networks trained to solve paired-stimulus tasks. Front Comput Neurosci (2011) 0.93

Functional Clusters, Hubs, and Communities in the Cortical Microconnectome. Cereb Cortex (2014) 0.89

Genetic basis of neuronal individuality in the mammalian brain. J Neurogenet (2013) 0.86

Lognormal firing rate distribution reveals prominent fluctuation-driven regime in spinal motor networks. Elife (2016) 0.85

Altered network communication following a neuroprotective drug treatment. PLoS One (2013) 0.84

Associative memory model with long-tail-distributed Hebbian synaptic connections. Front Comput Neurosci (2013) 0.82

A multiplicative reinforcement learning model capturing learning dynamics and interindividual variability in mice. Proc Natl Acad Sci U S A (2013) 0.82

Rich-Club Organization in Effective Connectivity among Cortical Neurons. J Neurosci (2016) 0.82

Self-organization in Balanced State Networks by STDP and Homeostatic Plasticity. PLoS Comput Biol (2015) 0.80

Dense neuron clustering explains connectivity statistics in cortical microcircuits. PLoS One (2014) 0.79

Long-term memory stabilized by noise-induced rehearsal. J Neurosci (2014) 0.78

Heterogeneity of heterogeneities in neuronal networks. Front Comput Neurosci (2014) 0.76

Micro-connectomics: probing the organization of neuronal networks at the cellular scale. Nat Rev Neurosci (2017) 0.76

Connection-type-specific biases make uniform random network models consistent with cortical recordings. J Neurophysiol (2014) 0.75

Mathematical Model of Evolution of Brain Parcellation. Front Neural Circuits (2016) 0.75

Logarithmic distributions prove that intrinsic learning is Hebbian. F1000Res (2017) 0.75

Sleep regulation of the distribution of cortical firing rates. Curr Opin Neurobiol (2017) 0.75

Cortical Dynamics in Presence of Assemblies of Densely Connected Weight-Hub Neurons. Front Comput Neurosci (2017) 0.75

Articles cited by this

The analysis of visual motion: a comparison of neuronal and psychophysical performance. J Neurosci (1992) 9.58

The variable discharge of cortical neurons: implications for connectivity, computation, and information coding. J Neurosci (1998) 9.17

Highly nonrandom features of synaptic connectivity in local cortical circuits. PLoS Biol (2005) 7.81

Array tomography: a new tool for imaging the molecular architecture and ultrastructure of neural circuits. Neuron (2007) 6.30

Gain modulation from background synaptic input. Neuron (2002) 6.03

Chaos in neuronal networks with balanced excitatory and inhibitory activity. Science (1996) 6.01

Synaptic plasticity: taming the beast. Nat Neurosci (2000) 5.80

The highly irregular firing of cortical cells is inconsistent with temporal integration of random EPSPs. J Neurosci (1993) 5.77

Compartmentalized dendritic plasticity and input feature storage in neurons. Nature (2008) 4.44

Heterogeneous release properties of visualized individual hippocampal synapses. Neuron (1997) 4.08

Homeostatic control of neural activity: from phenomenology to molecular design. Annu Rev Neurosci (2006) 3.94

Glutamate receptor exocytosis and spine enlargement during chemically induced long-term potentiation. J Neurosci (2006) 3.84

Sparse representation of sounds in the unanesthetized auditory cortex. PLoS Biol (2008) 3.74

Recurrent excitation in neocortical circuits. Science (1995) 3.38

Geometry and structural plasticity of synaptic connectivity. Neuron (2002) 3.23

Functional maps of neocortical local circuitry. Front Neurosci (2007) 2.79

Input synchrony and the irregular firing of cortical neurons. Nat Neurosci (1998) 2.41

Excitatory synaptic inputs to spiny stellate cells in cat visual cortex. Nature (1996) 2.38

Non-Gaussian membrane potential dynamics imply sparse, synchronous activity in auditory cortex. J Neurosci (2006) 1.74

Columnar organization of dendrites and axons of single and synaptically coupled excitatory spiny neurons in layer 4 of the rat barrel cortex. J Neurosci (2000) 1.72

Diversity of gain modulation by noise in neocortical neurons: regulation by the slow afterhyperpolarization conductance. J Neurosci (2006) 1.55

Physiological gain leads to high ISI variability in a simple model of a cortical regular spiking cell. Neural Comput (1997) 1.52

Cellular mechanisms underlying stimulus-dependent gain modulation in primary visual cortex neurons in vivo. Neuron (2008) 1.48

Eigenvalue spectra of random matrices for neural networks. Phys Rev Lett (2006) 1.28

Quantification of thalamocortical synapses with spiny stellate neurons in layer IV of mouse somatosensory cortex. J Comp Neurol (1986) 1.18

Modeling direction selectivity of simple cells in striate visual cortex within the framework of the canonical microcircuit. J Neurosci (1995) 1.10

Integrate-and-fire neurons driven by correlated stochastic input. Neural Comput (2002) 1.08

Clusters of interacting receptors can stabilize synaptic efficacies. Proc Natl Acad Sci U S A (2005) 1.06

[A statistical study of the interspike-interval distribution of cortical neurons]. Acta Biol Med Ger (1975) 0.84

Time-Skew Hebb rule in a nonisopotential neuron. Neural Comput (1995) 0.79

Articles by these authors

Balanced inhibition underlies tuning and sharpens spike timing in auditory cortex. Nature (2003) 6.98

Sparse optical microstimulation in barrel cortex drives learned behaviour in freely moving mice. Nature (2008) 6.08

Sparse representation of sounds in the unanesthetized auditory cortex. PLoS Biol (2008) 3.74

Synaptic mechanisms of forward suppression in rat auditory cortex. Neuron (2005) 3.24

Binary spiking in auditory cortex. J Neurosci (2003) 3.00

PINP: a new method of tagging neuronal populations for identification during in vivo electrophysiological recording. PLoS One (2009) 2.69

Engaging in an auditory task suppresses responses in auditory cortex. Nat Neurosci (2009) 2.34

Linearity of cortical receptive fields measured with natural sounds. J Neurosci (2004) 2.26

Corticostriatal neurons in auditory cortex drive decisions during auditory discrimination. Nature (2013) 2.19

Non-Gaussian membrane potential dynamics imply sparse, synchronous activity in auditory cortex. J Neurosci (2006) 1.74

The auditory cortex mediates the perceptual effects of acoustic temporal expectation. Nat Neurosci (2010) 1.67

Millisecond-scale differences in neural activity in auditory cortex can drive decisions. Nat Neurosci (2008) 1.31

The functional asymmetry of auditory cortex is reflected in the organization of local cortical circuits. Nat Neurosci (2010) 1.31

Shared and private variability in the auditory cortex. J Neurophysiol (2004) 1.13

Long-lasting context dependence constrains neural encoding models in rodent auditory cortex. J Neurophysiol (2009) 1.12

Reliability and representational bandwidth in the auditory cortex. Neuron (2005) 1.02

Sparse representations for the cocktail party problem. J Neurosci (2006) 0.98

Differences in sensitivity to neural timing among cortical areas. J Neurosci (2012) 0.96

PTEN regulation of local and long-range connections in mouse auditory cortex. J Neurosci (2012) 0.95

Up states are rare in awake auditory cortex. J Neurophysiol (2013) 0.94

Auditory thalamus and auditory cortex are equally modulated by context during flexible categorization of sounds. J Neurosci (2014) 0.92

Representations in auditory cortex. Curr Opin Neurobiol (2009) 0.86

Toward the mechanisms of auditory attention. Hear Res (2007) 0.83

Neural gallops across auditory streams. Neuron (2005) 0.75