Keyword

neural decoding

Description: Neural decoding is the use of neural activity to infer sensory, cognitive, or motor information, including signals for brain–computer interfaces.

Primary topic: EEG and Brain-Computer Interfaces (29%)

Wikidata ID: wiki/Q7002049

OpenAlex ID: keywords/neural-decoding

Spikes: Exploring the Neural Code

1996 · Fred Rieke, Davd Warland, et al. · Medical Entomology and Zoology · 2,846

Reach and grasp by people with tetraplegia using a neurally controlled robotic arm

2012 · Leigh R. Hochberg, Daniel Bacher, et al. · Nature · 2,707

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Beyond mind-reading: multi-voxel pattern analysis of fMRI data

2006 · Kenneth A. Norman, Sean M. Polyn, et al. · Trends in Cognitive Sciences · 2,271

Brain–machine interfaces: past, present and future

2006 · Mikhail A. Lebedev, Miguel A.L. Nicolelis · Trends in Neurosciences · 1,872

Direct Cortical Control of 3D Neuroprosthetic Devices

2002 · Dawn M. Taylor, Stephen I. Helms Tillery, et al. · Science · 1,545

Instant neural control of a movement signal

2002 · Mijail D. Serruya, Nicholas G. Hatsopoulos, et al. · Nature · 1,411

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

2008 · Jonathan W. Pillow, Jonathon Shlens, et al. · Nature · 1,314

Real-time control of a robot arm using simultaneously recorded neurons in the motor cortex

1999 · John K. Chapin, Karen A. Moxon, et al. · Nature Neuroscience · 1,167

A Point Process Framework for Relating Neural Spiking Activity to Spiking History, Neural Ensemble, and Extrinsic Covariate Effects

2004 · Wilson Truccolo, Uri T. Eden, et al. · Journal of Neurophysiology · 1,052

Speech synthesis from neural decoding of spoken sentences

2019 · Gopala K. Anumanchipalli, Josh Chartier, et al. · Nature · 881

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The tempotron: a neuron that learns spike timing–based decisions

2006 · Robert Gütig, Haim Sompolinsky · Nature Neuroscience · 817

Extracting information from neuronal populations: information theory and decoding approaches

2009 · Rodrigo Quian Quiroga, Stefano Panzeri · Nature reviews. Neuroscience · 814

Hippocampal Replay of Extended Experience

2009 · Thomas J. Davidson, Fabian Kloosterman, et al. · Neuron · 803

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Information processing with population codes

2000 · Alexandre Pouget, Peter Dayan, et al. · Nature reviews. Neuroscience · 753

Connecting cortex to machines: recent advances in brain interfaces

2002 · John P. Donoghue · Nature Neuroscience · 721

Decoding Neural Representational Spaces Using Multivariate Pattern Analysis

2014 · James V. Haxby, Andrew C. Connolly, et al. · Annual Review of Neuroscience · 718

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Reading Hidden Intentions in the Human Brain

2007 · John-Dylan Haynes, Katsuyuki Sakai, et al. · Current Biology · 704

A high-performance brain–computer interface

2006 · Gopal Santhanam, Stephen I. Ryu, et al. · Nature · 697

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

2009 · Byron M. Yu, John P. Cunningham, et al. · Journal of Neurophysiology · 659

Brain-Machine Interfaces: From Basic Science to Neuroprostheses and Neurorehabilitation

2017 · Mikhail A. Lebedev, Miguel A. L. Nicolelis · Physiological Reviews · 655

The Utah Intracortical Electrode Array: A recording structure for potential brain-computer interfaces

1997 · Edwin M. Maynard, Craig T. Nordhausen, et al. · Electroencephalography and Clinical Neurophysiology · 640

Introduction to machine learning for brain imaging

2010 · Steven Lemm, Benjamin Blankertz, et al. · NeuroImage · 630

Intensity versus Identity Coding in an Olfactory System

2003 · Mark Stopfer, Vivek Jayaraman, et al. · Neuron · 611

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Temporal Hierarchical Control of Singing in Birds

1996 · Albert C. Yu, Daniel Margoliash · Science · 608

Reconstructing Speech from Human Auditory Cortex

2012 · Brian N. Pasley, Stephen V. David, et al. · PLoS Biology · 606

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Works count: 7,989

Citation count: 103,400