Demixed principal component analysis of neural population data

Learning stable, regularised latent models of neural population dynamics

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

Variability in neural activity and behavior

(2014) Alfonso Renart et al.   CURRENT OPINION IN NEUROBIOLOGY

Respiration phase-locks to fast stimulus presentations: Implications for the interpretation of posterior midline “deactivations”

(2014) Willem Huijbers et al.   HUMAN BRAIN MAPPING

Quantifying the signals contained in heterogeneous neural responses and determining their relationships with task performance

(2014) Marino Pagan et al.   JOURNAL OF NEUROPHYSIOLOGY

Dimensionality reduction for large-scale neural recordings

(2014) John P Cunningham et al.   NATURE NEUROSCIENCE

Encoding and decoding in parietal cortex during sensorimotor decision-making

(2014) Il Memming Park et al.   NATURE NEUROSCIENCE

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

(2014) David Raposo et al.   NATURE NEUROSCIENCE

Clustering by fast search and find of density peaks

(2014) A. Rodriguez et al.   SCIENCE

Ongoing behavior predicts perceptual report of interval duration

(2014) Thiago S. Gouvêa et al.   Frontiers in Neurorobotics

Neuronal Population Coding of Parametric Working Memory

(2013) O. Barak et al.   JOURNAL OF NEUROSCIENCE

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

The dorsomedial striatum encodes net expected return, critical for energizing performance vigor

(2013) Alice Y Wang et al.   NATURE NEUROSCIENCE

The effects of neural gain on attention and learning

(2013) Eran Eldar et al.   NATURE NEUROSCIENCE

Independent Category and Spatial Encoding in Parietal Cortex

(2013) Chris A. Rishel et al.   NEURON

Neural Correlates of a Decision Variable Before Learning to Perform a Match/Non-Match Task

(2012) X.-L. Qi et al.   JOURNAL OF NEUROSCIENCE

Neural population dynamics during reaching

(2012) Mark M. Churchland et al.   NATURE

Incorporation of new information into prefrontal cortical activity after learning working memory tasks

(2012) E. M. Meyers et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Population-wide distributions of neural activity during perceptual decision-making

(2012) Adrien Wohrer et al.   PROGRESS IN NEUROBIOLOGY

Changes in Prefrontal Neuronal Activity after Learning to Perform a Spatial Working Memory Task

(2011) X.-L. Qi et al.   CEREBRAL CORTEX

A Least-Squares Framework for Component Analysis

(2011) F. De la Torre   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Plane Answers to Complex Questions: The Theory of Linear Models, Fourth Edition by Ronald Christensen

(2011) Simo Puntanen   INTERNATIONAL STATISTICAL REVIEW

Stimulus Selectivity in Dorsal and Ventral Prefrontal Cortex after Training in Working Memory Tasks

(2011) T. Meyer et al.   JOURNAL OF NEUROSCIENCE

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

(2010) J. K. Jun 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

Decoding a Perceptual Decision Process across Cortex

(2010) Adrián Hernández et al.   NEURON

Demixing Population Activity in Higher Cortical Areas

(2010) Christian K. Machens   Frontiers in 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

Neural correlates, computation and behavioural impact of decision confidence

(2008) Adam Kepecs et al.   NATURE