Variational Latent Gaussian Process for Recovering Single-Trial Dynamics from Population Spike Trains

Extracting Low-Dimensional Latent Structure from Time Series in the Presence of Delays

(2015) Karthik C. Lakshmanan et al.   NEURAL COMPUTATION

The Nature of Shared Cortical Variability

(2015) I-Chun Lin et al.   NEURON

Single-trial spike trains in parietal cortex reveal discrete steps during decision-making

(2015) K. W. Latimer et al.   SCIENCE

Single-trial dynamics of motor cortex and their applications to brain-machine interfaces

(2015) Jonathan C. Kao et al.   Nature Communications

Neural constraints on learning

(2014) Patrick T. Sadtler et al.   NATURE

Partitioning neuronal variability

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

Information-limiting correlations

(2014) Rubén Moreno-Bote et al.   NATURE NEUROSCIENCE

Encoding and decoding in parietal cortex during sensorimotor decision-making

(2014) Il Memming Park et al.   NATURE NEUROSCIENCE

State Dependence of Noise Correlations in Macaque Primary Visual Cortex

(2014) Alexander S. Ecker et al.   NEURON

Inferring decoding strategies from choice probabilities in the presence of correlated variability

(2013) Ralf M Haefner et al.   NATURE NEUROSCIENCE

Neural population dynamics during reaching

(2012) Mark M. Churchland et al.   NATURE

Decoding the activity of neuronal populations in macaque primary visual cortex

(2011) Arnulf B A Graf et al.   NATURE NEUROSCIENCE

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

Approximate Methods for State-Space Models

(2010) Shinsuke Koyama et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Temporal context calibrates interval timing

(2010) Mehrdad Jazayeri et al.   NATURE NEUROSCIENCE

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

(2010) Mark M. Churchland et al.   NEURON

A new look at state-space models for neural data

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

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

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

Changes of mind in decision-making

(2009) Arbora Resulaj et al.   NATURE

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

(2008) Jonathan W. Pillow et al.   NATURE

The Variational Gaussian Approximation Revisited

(2008) Manfred Opper et al.   NEURAL COMPUTATION