Linear-nonlinear-time-warp-poisson models of neural activity

Learning stable, regularised latent models of neural population dynamics

(2018) Lars Buesing et al.   NETWORK-COMPUTATION IN NEURAL SYSTEMS

Maintenance of persistent activity in a frontal thalamocortical loop

(2017) Zengcai V. Guo et al.   NATURE

Feature-based attention and spatial selection in frontal eye fields during natural scene search

(2016) Pavan Ramkumar et al.   JOURNAL OF NEUROPHYSIOLOGY

Independence of Movement Preparation and Movement Initiation

(2016) A. M. Haith et al.   JOURNAL OF NEUROSCIENCE

Diverse coupling of neurons to populations in sensory cortex

(2015) Michael Okun et al.   NATURE

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

Cortical information flow during flexible sensorimotor decisions

(2015) M. Siegel et al.   SCIENCE

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

(2015) K. W. Latimer et al.   SCIENCE

Attention stabilizes the shared gain of V4 populations

(2015) Neil C Rabinowitz et al.   eLife

Partitioning neuronal variability

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

Dynamic Alignment Models for Neural Coding

(2014) Sepp Kollmorgen et al.   PLoS Computational Biology

Cortical Control of Arm Movements: A Dynamical Systems Perspective

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

Saliency and Saccade Encoding in the Frontal Eye Field During Natural Scene Search

(2013) Hugo L. Fernandes et al.   CEREBRAL CORTEX

Trial time warping to discriminate stimulus-related from movement-related neural activity

(2012) Oswaldo Perez et al.   JOURNAL OF NEUROSCIENCE METHODS

Functional Connectivity and Tuning Curves in Populations of Simultaneously Recorded Neurons

(2012) Ian H. Stevenson 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

Temporal Encoding in a Nervous System

(2011) Zane N. Aldworth et al.   PLoS Computational Biology

Latent Inputs Improve Estimates of Neural Encoding in Motor Cortex

(2010) S. M. Chase 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

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

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

Attention improves performance primarily by reducing interneuronal correlations

(2009) Marlene R Cohen et al.   NATURE NEUROSCIENCE

Spatial Attention Decorrelates Intrinsic Activity Fluctuations in Macaque Area V4

(2009) Jude F. Mitchell et al.   NEURON

Inferring functional connections between neurons

(2008) Ian H Stevenson et al.   CURRENT OPINION IN NEUROBIOLOGY

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

(2008) Jonathan W. Pillow et al.   NATURE