Scaling Properties of Dimensionality Reduction for Neural Populations and Network Models

Correlations and Neuronal Population Information

(2016) Adam Kohn et al.   Annual Review of Neuroscience

Robust neuronal dynamics in premotor cortex during motor planning

(2016) Nuo Li et al.   NATURE

On simplicity and complexity in the brave new world of large-scale neuroscience

(2015) Peiran Gao et al.   CURRENT OPINION IN NEUROBIOLOGY

Global network influences on local functional connectivity

(2015) Adam C Snyder et al.   NATURE NEUROSCIENCE

A neural network that finds a naturalistic solution for the production of muscle activity

(2015) David Sussillo et al.   NATURE NEUROSCIENCE

The Nature of Shared Cortical Variability

(2015) I-Chun Lin et al.   NEURON

Efficient "Shotgun" Inference of Neural Connectivity from Highly Sub-sampled Activity Data

(2015) Daniel Soudry et al.   PLoS Computational Biology

Attention stabilizes the shared gain of V4 populations

(2015) Neil C Rabinowitz et al.   eLife

Neural constraints on learning

(2014) Patrick T. Sadtler et al.   NATURE

Two types of asynchronous activity in networks of excitatory and inhibitory spiking neurons

(2014) Srdjan Ostojic   NATURE NEUROSCIENCE

Partitioning neuronal variability

(2014) Robbe L T Goris et al.   NATURE NEUROSCIENCE

Cortical activity in the null space: permitting preparation without movement

(2014) Matthew T Kaufman et al.   NATURE NEUROSCIENCE

Dimensionality reduction for large-scale neural recordings

(2014) John P Cunningham et al.   NATURE NEUROSCIENCE

A category-free neural population supports evolving demands during decision-making

(2014) David Raposo 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

Spatial and Temporal Scales of Neuronal Correlation in Visual Area V4

(2013) M. A. Smith et al.   JOURNAL OF NEUROSCIENCE

Functional organization of human sensorimotor cortex for speech articulation

(2013) Kristofer E. Bouchard et al.   NATURE

Context-dependent computation by recurrent dynamics in prefrontal cortex

(2013) Valerio Mante et al.   NATURE

The importance of mixed selectivity in complex cognitive tasks

(2013) Mattia Rigotti et al.   NATURE

Whole-brain functional imaging at cellular resolution using light-sheet microscopy

(2013) Misha B Ahrens et al.   NATURE METHODS

Decision-Related Activity in Sensory Neurons: Correlations Among Neurons and with Behavior

(2012) Hendrikje Nienborg et al.   Annual Review of Neuroscience

Choice-specific sequences in parietal cortex during a virtual-navigation decision task

(2012) Christopher D. Harvey et al.   NATURE

Two layers of neural variability

(2012) Mark M Churchland et al.   NATURE NEUROSCIENCE

Slow dynamics and high variability in balanced cortical networks with clustered connections

(2012) Ashok Litwin-Kumar et al.   NATURE NEUROSCIENCE

Neural Network Mechanisms Underlying Stimulus Driven Variability Reduction

(2012) Gustavo Deco et al.   PLoS Computational Biology

Recording from the same neurons chronically in motor cortex

(2011) George W. Fraser et al.   JOURNAL OF NEUROPHYSIOLOGY

Network anatomy and in vivo physiology of visual cortical neurons

(2011) Davi D. Bock et al.   NATURE

Functional specificity of local synaptic connections in neocortical networks

(2011) Ho Ko et al.   NATURE

Measuring and interpreting neuronal correlations

(2011) Marlene R Cohen et al.   NATURE NEUROSCIENCE

Dense Inhibitory Connectivity in Neocortex

(2011) Elodie Fino et al.   NEURON

Variance as a Signature of Neural Computations during Decision Making

(2011) Anne. K. Churchland et al.   NEURON

Local field potentials indicate network state and account for neuronal response variability

(2010) Ryan C. Kelly et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Functional, But Not Anatomical, Separation of "What" and "When" in Prefrontal Cortex

(2010) C. K. Machens et al.   JOURNAL OF NEUROSCIENCE

A Neuronal Population Measure of Attention Predicts Behavioral Performance on Individual Trials

(2010) M. R. Cohen et al.   JOURNAL OF NEUROSCIENCE

Stimulus onset quenches neural variability: a widespread cortical phenomenon

(2010) Mark M Churchland et al.   NATURE NEUROSCIENCE

Abrupt Transitions between Prefrontal Neural Ensemble States Accompany Behavioral Transitions during Rule Learning

(2010) Daniel Durstewitz et al.   NEURON

The Asynchronous State in Cortical Circuits

(2010) A. Renart et al.   SCIENCE

Factor-Analysis Methods for Higher-Performance Neural Prostheses

(2009) Gopal Santhanam et al.   JOURNAL OF NEUROPHYSIOLOGY

Single-Unit Stability Using Chronically Implanted Multielectrode Arrays

(2009) Adam S. Dickey et al.   JOURNAL OF NEUROPHYSIOLOGY

Gaussian-Process Factor Analysis for Low-Dimensional Single-Trial Analysis of Neural Population Activity

(2009) Byron M. Yu et al.   JOURNAL OF NEUROPHYSIOLOGY

Spatial Profile and Differential Recruitment of GABAB Modulate Oscillatory Activity in Auditory Cortex

(2009) A.-M. M. Oswald et al.   JOURNAL OF NEUROSCIENCE

Spontaneous Events Outline the Realm of Possible Sensory Responses in Neocortical Populations

(2009) Artur Luczak et al.   NEURON

Spatial and Temporal Scales of Neuronal Correlation in Primary Visual Cortex

(2008) M. A. Smith et al.   JOURNAL OF NEUROSCIENCE

Sparse Representation of Sounds in the Unanesthetized Auditory Cortex

(2008) Tomáš Hromádka et al.   PLOS BIOLOGY