Dimensionality reduction for large-scale neural recordings

Crouching tiger, hidden dimensions

(2014) Terence D Sanger et al.   NATURE NEUROSCIENCE

Cortical activity in the null space: permitting preparation without movement

(2014) Matthew T Kaufman et al.   NATURE NEUROSCIENCE

Neural Dynamics of Reaching following Incorrect or Absent Motor Preparation

(2014) K. Cora Ames et al.   NEURON

State Dependence of Noise Correlations in Macaque Primary Visual Cortex

(2014) Alexander S. Ecker et al.   NEURON

Cortical Control of Arm Movements: A Dynamical Systems Perspective

(2013) Krishna V. Shenoy et al.   Annual Review of Neuroscience

DataHigh: graphical user interface for visualizing and interacting with high-dimensional neural activity

(2013) Benjamin R Cowley et al.   Journal of Neural Engineering

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

A spatiotemporal coding mechanism for background-invariant odor recognition

(2013) Debajit Saha et al.   NATURE NEUROSCIENCE

Dynamic Coding for Cognitive Control in Prefrontal Cortex

(2013) Mark G. Stokes et al.   NEURON

Dynamics of Cortical Neuronal Ensembles Transit from Decision Making to Storage for Later Report

(2012) A. Ponce-Alvarez et al.   JOURNAL OF NEUROSCIENCE

Neural Dynamics of Choice: Single-Trial Analysis of Decision-Related Activity in Parietal Cortex

(2012) A. Bollimunta et al.   JOURNAL 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

A high-performance neural prosthesis enabled by control algorithm design

(2012) Vikash Gilja et al.   NATURE NEUROSCIENCE

State-Space Analysis of Time-Varying Higher-Order Spike Correlation for Multiple Neural Spike Train Data

(2012) Hideaki Shimazaki et al.   PLoS Computational Biology

Modeling the impact of common noise inputs on the network activity of retinal ganglion cells

(2011) Michael Vidne et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Measuring and interpreting neuronal correlations

(2011) Marlene R Cohen et al.   NATURE NEUROSCIENCE

Single-Trial Neural Correlates of Arm Movement Preparation

(2011) Afsheen Afshar et al.   NEURON

Spontaneous Cortical Activity Reveals Hallmarks of an Optimal Internal Model of the Environment

(2011) P. Berkes et al.   SCIENCE

Heterogenous Population Coding of a Short-Term Memory and Decision Task

(2010) J. K. Jun et al.   JOURNAL OF NEUROSCIENCE

Temporally Diverse Firing Patterns in Olfactory Receptor Neurons Underlie Spatiotemporal Neural Codes for Odors

(2010) B. Raman et al.   JOURNAL OF 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

Population decoding of motor cortical activity using a generalized linear model with hidden states

(2010) Vernon Lawhern et al.   JOURNAL OF NEUROSCIENCE METHODS

Stimulus onset quenches neural variability: a widespread cortical phenomenon

(2010) Mark M Churchland et al.   NATURE NEUROSCIENCE

Spiking activity propagation in neuronal networks: reconciling different perspectives on neural coding

(2010) Arvind Kumar et al.   NATURE REVIEWS NEUROSCIENCE

Cortical Preparatory Activity: Representation of Movement or First Cog in a Dynamical Machine?

(2010) Mark M. Churchland et al.   NEURON

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

(2010) Daniel Durstewitz et al.   NEURON

Population coding of tone stimuli in auditory cortex: dynamic rate vector analysis

(2009) Peter Bartho et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

A new look at state-space models for neural data

(2009) Liam Paninski et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Factor-Analysis Methods for Higher-Performance Neural Prostheses

(2009) Gopal Santhanam et al.   JOURNAL OF NEUROPHYSIOLOGY

Delay Activity in Rodent Frontal Cortex During a Simple Reaction Time Task

(2009) Nandakumar S. Narayanan 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

Extracting information from neuronal populations: information theory and decoding approaches

(2009) Rodrigo Quian Quiroga et al.   NATURE REVIEWS NEUROSCIENCE

Methods for estimating neural firing rates, and their application to brain–machine interfaces

(2009) John P. Cunningham et al.   NEURAL NETWORKS

Neural Encoding of Rapidly Fluctuating Odors

(2009) Maria N. Geffen et al.   NEURON

Generating Coherent Patterns of Activity from Chaotic Neural Networks

(2009) David Sussillo et al.   NEURON

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

(2009) Artur Luczak et al.   NEURON

Encoding Network States by Striatal Cell Assemblies

(2008) Luis Carrillo-Reid et al.   JOURNAL OF NEUROPHYSIOLOGY

Detecting Neural-State Transitions Using Hidden Markov Models for Motor Cortical Prostheses

(2008) Caleb Kemere et al.   JOURNAL OF NEUROPHYSIOLOGY

Advanced Neurotechnologies for Chronic Neural Interfaces: New Horizons and Clinical Opportunities

(2008) D. R. Kipke et al.   JOURNAL OF NEUROSCIENCE

Spatio-temporal correlations and visual signalling in a complete neuronal population

(2008) Jonathan W. Pillow et al.   NATURE

Imaging in vivo: watching the brain in action

(2008) Jason N. D. Kerr et al.   NATURE REVIEWS NEUROSCIENCE

Dynamic Ensemble Odor Coding in the Mammalian Olfactory Bulb: Sensory Information at Different Timescales

(2008) Brice Bathellier et al.   NEURON

Measurement of variability dynamics in cortical spike trains

(2007) Martin P. Nawrot et al.   JOURNAL OF NEUROSCIENCE METHODS