Techniques for extracting single-trial activity patterns from large-scale neural recordings

Nonlinear Dimensionality Reduction by Locally Linear Embedding

2000 • 14,624 citations

Advances in Neural Information Processing Systems 19

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The co-ordination and regulation of movements

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The co-ordination and regulation of movements

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Neuronal Population Coding of Movement Direction

1986 • 3,149 citations

Optimal feedback control as a theory of motor coordination

2002 • 2,869 citations

Dynamics of the Hippocampal Ensemble Code for Space

1993 • 2,329 citations

Large-scale recording of neuronal ensembles

2004 • 1,769 citations

Weak pairwise correlations imply strongly correlated network states in a neural population

2006 • 1,747 citations

Learning to Control a Brain–Machine Interface for Reaching and Grasping by Primates

2003 • 1,725 citations

Direct Cortical Control of 3D Neuroprosthetic Devices

2002 • 1,523 citations

Instant neural control of a movement signal

2002 • 1,444 citations

Temporal binding and the neural correlates of sensory awareness

2001 • 1,344 citations

Correlated neuronal discharge rate and its implications for psychophysical performance

1994 • 1,283 citations

A Recurrent Network Mechanism of Time Integration in Perceptual Decisions

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Spontaneously emerging cortical representations of visual attributes

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Mental Rotation of the Neuronal Population Vector

1989 • 903 citations

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

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The Effect of Correlated Variability on the Accuracy of a Population Code

1999 • 855 citations

A silicon-based, three-dimensional neural interface: manufacturing processes for an intracortical electrode array

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Brain-Controlled Interfaces: Movement Restoration with Neural Prosthetics

2006 • 772 citations

Chronic, multisite, multielectrode recordings in macaque monkeys

2003 • 747 citations

Wireless Implantable Microsystems: High-Density Electronic Interfaces to the Nervous System

2004 • 632 citations

Intensity versus Identity Coding in an Olfactory System

2003 • 618 citations

Flexible Control of Mutual Inhibition: A Neural Model of Two-Interval Discrimination

2005 • 555 citations

Transient Dynamics versus Fixed Points in Odor Representations by Locust Antennal Lobe Projection Neurons

2005 • 508 citations

Direct cortical control of muscle activation in voluntary arm movements: a model

2000 • 447 citations

Neural Variability in Premotor Cortex Provides a Signature of Motor Preparation

2006 • 447 citations

Bayesian Population Decoding of Motor Cortical Activity Using a Kalman Filter

2005 • 446 citations

Multi-neuronal signals from the retina: acquisition and analysis

1994 • 416 citations

Estimating a State-Space Model from Point Process Observations

2003 • 406 citations

Rules of Connectivity between Geniculate Cells and Simple Cells in Cat Primary Visual Cortex

2001 • 400 citations

Reconstructing the Engram: Simultaneous, Multisite, Many Single Neuron Recordings

1997 • 383 citations

A Central Source of Movement Variability

2006 • 381 citations

Temporal Complexity and Heterogeneity of Single-Neuron Activity in Premotor and Motor Cortex

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Optical Imaging of Neuronal Populations During Decision-Making

2005 • 350 citations

A sensory source for motor variation

2005 • 315 citations

Cortical activity flips among quasi-stationary states.

1995 • 306 citations

Enhanced Synchrony among Primary Motor Cortex Neurons in the 1-Methyl-4-Phenyl-1,2,3,6-Tetrahydropyridine Primate Model of Parkinson's Disease

2002 • 300 citations

Rapid Alterations in Corticostriatal Ensemble Coordination during Acute Dopamine-Dependent Motor Dysfunction

2006 • 289 citations

Recursive Bayesian Decoding of Motor Cortical Signals by Particle Filtering

2004 • 261 citations

Encoding of Movement Fragments in the Motor Cortex

2007 • 202 citations

Synchronization in Monkey Motor Cortex During a Precision Grip Task. I. Task-Dependent Modulation in Single-Unit Synchrony

2001 • 201 citations

Encoding and Decoding of Overlapping Odor Sequences

2006 • 201 citations

Assistive technology and robotic control using motor cortex ensemble‐based neural interface systems in humans with tetraplegia

2007 • 197 citations

Target Selection for Saccadic Eye Movements: Prelude Activity in the Superior Colliculus During a Direction-Discrimination Task

2001 • 182 citations

Simultaneously recorded single units in the frontal cortex go through sequences of discrete and stable states in monkeys performing a delayed localization task

1996 • 172 citations

Stable Ensemble Performance with Single-Neuron Variability during Reaching Movements in Primates

2005 • 172 citations

Single-Neuron Stability during Repeated Reaching in Macaque Premotor Cortex

2007 • 168 citations

Encoding a temporally structured stimulus with a temporally structured neural representation

2005 • 166 citations

Mixture of Trajectory Models for Neural Decoding of Goal-Directed Movements

2007 • 160 citations

Motor Cortical Representation of Position and Velocity During Reaching

2007 • 148 citations

Using multi-neuron population recordings for neural prosthetics

2004 • 137 citations

Superlinear Population Encoding of Dynamic Hand Trajectory in Primary Motor Cortex

2004 • 133 citations

Cognitive neural prosthetics

2004 • 131 citations

Multiple single unit recording in the cortex of monkeys using independently moveable microelectrodes

1999 • 120 citations

Measurement of Time-Dependent Changes in the Irregularity of Neural Spiking

2006 • 93 citations

Spike synchronization and firing rate in a population of motor cortical neurons in relation to movement direction and reaction time

2003 • 90 citations

THE SIGNIFICANCE OF NEURAL ENSEMBLE CODES DURING BEHAVIOR AND COGNITION

1997 • 86 citations

Analysis, classification, and coding of multielectrode spike trains with hidden Markov models

1994 • 84 citations

Using Neuronal Latency to Determine Sensory–Motor Processing Pathways in Reaction Time Tasks

2004 • 82 citations

Cognitive neural prosthetics

2006 • 76 citations

Evidence against a single coordinate system representation in the motor cortex

2006 • 74 citations

Free-paced high-performance brain–computer interfaces

2007 • 67 citations

Extracting Dynamical Structure Embedded in Neural Activity

2005 • 60 citations

Cellular, Circuit, and Synaptic Mechanisms in Song Learning

2004 • 59 citations

Elimination of response latency variability in neuronal spike trains

2003 • 52 citations

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

2006 • 51 citations

Premotor Correlates of Integrated Feedback Control for Eye–Head Gaze Shifts

2006 • 50 citations

Generation and reshaping of sequences in neural systems

2006 • 50 citations

The Role of Sensory Network Dynamics in Generating a Motor Program

2005 • 48 citations

Hidden Markov modelling of simultaneously recorded cells in the associative cortex of behaving monkeys

1997 • 43 citations

Oscillations and oscillatory behavior in small neural circuits

2006 • 40 citations

Uncovering the synchronization dynamics from correlated neuronal activity quantifies assembly formation

1994 • 37 citations

Amplitude and Direction of Saccadic Eye Movements Depend on the Synchronicity of Collicular Population Activity

2004 • 34 citations

Neural ensemble states in prefrontal cortex identified using a hidden Markov model with a modified EM algorithm

2000 • 26 citations

Hidden Markov modelling of simultaneously recorded cells in the associative cortex of behaving monkeys

1997 • 19 citations

Efficient estimation of hidden state dynamics from spike trains

2005 • 17 citations

Reply to Kurtzer and Herter

2007 • 11 citations

Deleted Work

1955 • 0 citations