From crawling to cognition: analyzing the dynamical interactions among populations of neurons

Statistical Learning Theory

1999 • 27,709 citations

Pattern Classification

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The Elements of Statistical Learning: Data Mining, Inference, and Prediction

2013 • 19,068 citations

Nonlinear Dimensionality Reduction by Locally Linear Embedding

2000 • 14,624 citations

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

2010 • 12,275 citations

Independent component analysis: algorithms and applications

2000 • 8,252 citations

Analysis of Observed Chaotic Data

1996 • 1,896 citations

Large-scale recording of neuronal ensembles

2004 • 1,769 citations

Statistical Learning Theory

1999 • 1,645 citations

Serial Block-Face Scanning Electron Microscopy to Reconstruct Three-Dimensional Tissue Nanostructure

2004 • 1,608 citations

Mining event-related brain dynamics

2004 • 1,411 citations

Midbrain Dopamine Neurons Encode a Quantitative Reward Prediction Error Signal

2005 • 1,279 citations

Functional imaging with cellular resolution reveals precise micro-architecture in visual cortex

2005 • 1,209 citations

Nonlinear Time Series Analysis

1998 • 1,161 citations

Multiple neural spike train data analysis: state-of-the-art and future challenges

2004 • 878 citations

Olfactory network dynamics and the coding of multidimensional signals

2002 • 719 citations

Light-activated ion channels for remote control of neuronal firing

2004 • 688 citations

Analysis of Observed Chaotic Data

1997 • 669 citations

Temporal Hierarchical Control of Singing in Birds

1996 • 621 citations

Intensity versus Identity Coding in an Olfactory System

2003 • 618 citations

A representation of the hazard rate of elapsed time in macaque area LIP

2005 • 609 citations

What songbirds teach us about learning

2002 • 567 citations

Choosing the greater of two goods: neural currencies for valuation and decision making

2005 • 553 citations

Dynamic Optimization of Odor Representations by Slow Temporal Patterning of Mitral Cell Activity

2001 • 469 citations

Spatiotemporal Tuning of Motor Cortical Neurons for Hand Position and Velocity

2004 • 399 citations

Automatic sorting of multiple unit neuronal signals in the presence of anisotropic and non-Gaussian variability

1996 • 378 citations

Optical Imaging of Neuronal Populations During Decision-Making

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Global Forebrain Dynamics Predict Rat Behavioral States and Their Transitions

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Multivariate Analysis

1981 • 320 citations

Analyzing Neural Responses to Natural Signals: Maximally Informative Dimensions

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A two-stage linear discriminant analysis via QR-decomposition

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Methods for NEURAL ENSEMBLE RECORDINGS

1998 • 282 citations

Neural Mechanisms of Vocal Sequence Generation in the Songbird

2004 • 252 citations

Multiplexing using synchrony in the zebrafish olfactory bulb

2004 • 247 citations

Neural codes for perceptual discrimination in primary somatosensory cortex

2005 • 245 citations

Modular Premotor Drives and Unit Bursts as Primitives for Frog Motor Behaviors

2004 • 219 citations

Ensemble Coding of Vocal Control in Birdsong

2005 • 208 citations

All-Optical Histology Using Ultrashort Laser Pulses

2003 • 198 citations

Discovering Spike Patterns in Neuronal Responses

2004 • 184 citations

Multineuronal Firing Patterns in the Signal from Eye to Brain

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Principal component analysis of neuronal ensemble activity reveals multidimensional somatosensory representations

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Nonlinear Population Codes

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The brain as a dynamic physical system

1994 • 141 citations

Fidelity of the Ensemble Code for Visual Motion in Primate Retina

2005 • 140 citations

Using multi-neuron population recordings for neural prosthetics

2004 • 137 citations

OPTICAL IMAGING AND CONTROL OF GENETICALLY DESIGNATED NEURONS IN FUNCTIONING CIRCUITS

2005 • 136 citations

Neural activity in prefrontal cortex during copying geometrical shapes

2003 • 135 citations

PSTH-based classification of sensory stimuli using ensembles of single neurons

2004 • 132 citations

Large-scale imaging of cortical network activity with calcium indicators

2005 • 127 citations

Principal Component and Linear Discriminant Analyses of Free Amino Acids and Biogenic Amines in Hungarian Wines

2003 • 114 citations

Odor-Driven Attractor Dynamics in the Antennal Lobe Allow for Simple and Rapid Olfactory Pattern Classification

2004 • 112 citations

Dynamics of Olfactory Bulb Input and Output Activity During Odor Stimulation in Zebrafish

2004 • 105 citations

A molecular and genetic arsenal for systems neuroscience

2005 • 92 citations

Population Dynamics of Face-responsive Neurons in the Inferior Temporal Cortex

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Neural assemblies: technical issues, analysis, and modeling

2001 • 52 citations

Wavelet-based processing of neuronal spike trains prior to discriminant analysis

2004 • 31 citations

Population-Level Analysis of Multi-Single Neuron Recording Data

1998 • 11 citations