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List of works by Konrad Körding

A Probabilistic Analysis of Muscle Force Uncertainty for Control

scientific article published on 18 February 2016

A cryptography-based approach for movement decoding

scientific article published on 12 December 2017

A deep learning framework for neuroscience

scientific article published on 28 October 2019

A learning rule for dynamic recruitment and decorrelation.

scientific article published in January 2000

A neuroeconomics approach to inferring utility functions in sensorimotor control

scientific article

A spike based learning rule for generation of invariant representations

scientific article published in September 2000

A three-dimensional thalamocortical dataset for characterizing brain heterogeneity

scientific article published on 20 October 2020

A web-based automated machine learning platform to analyze liquid biopsy data

scientific article published on 18 May 2020

Accelerometry-enabled measurement of walking performance with a robotic exoskeleton: a pilot study

scientific article published on 31 March 2016

Activity Recognition for Persons With Stroke Using Mobile Phone Technology: Toward Improved Performance in a Home Setting.

scientific article

Activity Recognition in Individuals Walking With Assistive Devices: The Benefits of Device-Specific Models

scientific article published on 10 August 2017

Activity recognition in patients with lower limb impairments: do we need training data from each patient?

scientific article

Adaptation to random and systematic errors: Comparison of amputee and non-amputee control interfaces with varying levels of process noise

scientific article

Addendum of: Fall Detection in Individuals With Lower Limb Amputations Using Mobile Phones: Machine Learning Enhances Robustness for Real-World Applications (Preprint)

scholarly article published 14 October 2017

Addendum of: Fall Detection in Individuals With Lower Limb Amputations Using Mobile Phones: Machine Learning Enhances Robustness for Real-World Applications.

scientific article published on 20 December 2017

Advanced User Interfaces for Upper Limb Functional Electrical Stimulation

Although optimal models are useful, optimality claims are not that common

scientific article published on 01 January 2018

An examination of the generalizability of motor costs

scientific article

Authorship Correction: Scalable Passive Sleep Monitoring Using Mobile Phones: Opportunities and Obstacles.

scientific article

Automatic discovery of cell types and microcircuitry from neural connectomics

scientific article published on 30 April 2015

Bayesian Integration in Force Estimation

scientific article published on 09 June 2004

Bayesian Models of Motor Control

Bayesian approaches to sensory integration for motor control

Bayesian decision theory in sensorimotor control.

scientific article published on 27 June 2006

Bayesian inference of functional connectivity and network structure from spikes

scientific article published on 9 December 2008

Bayesian integration and non-linear feedback control in a full-body motor task.

scientific article

Bayesian integration in sensorimotor learning

scientific article published in January 2004

Bayesian models: the structure of the world, uncertainty, behavior, and the brain

scientific article

Bayesian statistics: relevant for the brain?

scientific article published on 24 January 2014

Behavioral tracking gets real

article

COVID-19 pandemic: every day feels like a weekday to most

scientific article published on 18 May 2020

Carrot or stick in motor learning

scientific article published on April 2015

Causal inference on human behaviour

scientific article published in 2024

Chunking as the result of an efficiency computation trade-off

scientific article published on 11 July 2016

Combining transcranial magnetic stimulation with functional magnetic resonance imaging for probing and modulating neural circuits relevant to affective disorders

scientific article published on 19 January 2021

Computer use changes generalization of movement learning

scientific article published on 19 December 2013

Conceptualizing cancer drugs as classifiers

scientific article

Could a Neuroscientist Understand a Microprocessor?

scientific article

Could a neuroscientist understand a microprocessor?

Credit assignment between body and object probed by an object transportation task.

scientific article published on 17 October 2017

Credit assignment during movement reinforcement learning

scientific article

DNA binding strength increases the processivity and activity of a Y-Family DNA polymerase

scientific article

Dealing with noisy gaze information for a target-dependent neural decoder

scientific article published in January 2011

Dealing with target uncertainty in a reaching control interface

scientific article published on 28 January 2014

Decision theory: what "should" the nervous system do?

scientific article published on October 2007

Decoding with limited neural data: a mixture of time-warped trajectory models for directional reaches

scientific article

Deep networks for motor control functions

scientific article

Determining posture from physiological tremor

scientific article

Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets

scientific article published on 25 August 2020

Differential representations of prior and likelihood uncertainty in the human brain

scientific article

Does EMG control lead to distinct motor adaptation?

scientific article

EMG Versus Torque Control of Human-Machine Systems: Equalizing Control Signal Variability Does not Equalize Error or Uncertainty

scientific article published on 25 August 2016

Estimating the relevance of world disturbances to explain savings, interference and long-term motor adaptation effects

scientific article

Estimating the sources of motor errors for adaptation and generalization

scientific article published on 16 November 2008

Evaluation of Changes in Depression, Anxiety, and Social Anxiety Using Smartphone Sensor Features: Longitudinal Cohort Study

Evaluation of Changes in Depression, Anxiety, and Social Anxiety Using Smartphone Sensor Features: Longitudinal Cohort Study (Preprint)

Exploration and exploitation during sequential search

scientific article

Faculty of 1000 evaluation for Decision making under risk and under ambiguity in Parkinson's disease

scholarly article published 15 November 2012

Faculty of 1000 evaluation for Fast nonnegative deconvolution for spike train inference from population calcium imaging

Faculty of 1000 evaluation for Flash Memory: photochemical imprinting of neuronal action potentials onto a microbial rhodopsin

Faculty of 1000 evaluation for Graph classification using signal-subgraphs: applications in statistical connectomics

Faculty of 1000 evaluation for Nanotools for neuroscience and brain activity mapping

Faculty of 1000 evaluation for Observers exploit stochastic models of sensory change to help judge the passage of time

scholarly article published 11 March 2011

Faculty of 1000 evaluation for Pupil dilation betrays the timing of decisions

Faculty of 1000 evaluation for Putting brain training to the test

Faculty of 1000 evaluation for Receptive field inference with localized priors

Faculty of 1000 evaluation for Stimulus onset quenches neural variability: a widespread cortical phenomenon

Faculty of 1000 evaluation for Synapses with short-term plasticity are optimal estimators of presynaptic membrane potentials

scholarly article published 29 September 2010

Faculty of 1000 evaluation for Testing Bayesian models of human coincidence timing

Fall Detection in Individuals With Lower Limb Amputations Using Mobile Phones: Machine Learning Enhances Robustness for Real-World Applications.

scientific article published on 11 October 2017

Fall classification by machine learning using mobile phones

scientific article

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

scientific article published on June 2016

From Puzzle to Progress: How Engaging With Neurodiversity Can Improve Cognitive Science

scientific article published in February 2023

Functional connectivity and tuning curves in populations of simultaneously recorded neurons.

scientific article

Generalization of stochastic visuomotor rotations

scientific article

Hand, belt, pocket or bag: Practical activity tracking with mobile phones

scientific article

How advances in neural recording affect data analysis

scientific article

How are complex cell properties adapted to the statistics of natural stimuli?

scientific article published on 6 August 2003

How much to trust the senses: likelihood learning

scientific article

Improving on legacy conferences by moving online

scientific article published on 20 April 2020

In praise of "false" models and rich data

scientific article

Inferring functional connections between neurons.

scientific article published on 08 December 2008

Integrating top-down and bottom-up sensory processing by somato-dendritic interactions

scientific article published on 01 March 2000

Learning distinct and complementary feature selectivities from natural colour videos

scientific article published in January 2003

Learning priors for Bayesian computations in the nervous system

scientific article published on 10 September 2010

Learning the Nonlinearity of Neurons from Natural Visual Stimuli ⬇️

scientific article published on August 1, 2003

Learning the invariance properties of complex cells from their responses to natural stimuli

scientific article published in February 2002

Learning with two sites of synaptic integration

scientific article published in February 2000

Looking for synergies between the equilibrium point hypothesis and internal models.

scientific article published on July 2010

Machine Learning and Surgical Outcomes Prediction: A Systematic Review

Machine learning to detect signatures of disease in liquid biopsies - a user's guide.

scientific article published in December 2017

Making Activity Recognition Robust against Deceptive Behavior

scientific article

Meaningless comparisons lead to false optimism in medical machine learning

scientific article published on 26 September 2017

Measuring cation dependent DNA polymerase fidelity landscapes by deep sequencing

scientific article published in 2012

Measuring generalization of visuomotor perturbations in wrist movements using mobile phones

scientific article

Mobile Phone Detection of Semantic Location and Its Relationship to Depression and Anxiety.

scientific article

Mobile Phone Sensor Correlates of Depressive Symptom Severity in Daily-Life Behavior: An Exploratory Study.

scientific article published on 15 July 2015

Modeling peripheral visual acuity enables discovery of gaze strategies at multiple time scales during natural scene search

scientific article

Monitoring functional capability of individuals with lower limb amputations using mobile phones

scientific article

Motion games improve balance control in stroke survivors: A preliminary study based on the principle of constraint-induced movement therapy

Motor learning of novel dynamics is not represented in a single global coordinate system: evaluation of mixed coordinate representations and local learning

scientific article published on 18 December 2013

Multifaceted aspects of chunking enable robust algorithms

scientific article

Multimodal decoding and congruent sensory information enhance reaching performance in subjects with cervical spinal cord injury.

scientific article

Neural coordination during reach-to-grasp

scientific article

Neuromatch Academy: a 3-week, online summer school in computational neuroscience

scientific article published in 2022

Neurons with two sites of synaptic integration learn invariant representations

scientific article

Non-contact eye-tracking on cats

scientific article published in September 2001

Nucleotide-time alignment for molecular recorders

scientific article

Of toasters and molecular ticker tapes

scientific article

Over my fake body: body ownership illusions for studying the multisensory basis of own-body perception

scientific article published on 24 March 2015

Pain: A Statistical Account

scientific article

Physical principles for scalable neural recording.

scientific article

Population coding of conditional probability distributions in dorsal premotor cortex.

scientific article published on 3 May 2018

Poster 268 Wii Video Game Balance-board Training: Does It Improve Balance and Gait in Adults With Parkinson Disease?

scholarly article by Santiago D. Toledo et al published September 2011 in Physical Medicine and Rehabilitation

Predicting cognitive function from clinical measures of physical function and health status in older adults.

scientific article

Predicting rhesus monkey eye movements during natural-image search

scientific article published on March 2017

Predicting scientific success

scientific article

Premotor and Motor Cortices Encode Reward

scientific article

Probabilistic mechanisms in sensorimotor control.

scientific article

Processing of complex stimuli and natural scenes in the visual cortex.

scientific article published in August 2004

Puzzle Imaging: Using Large-Scale Dimensionality Reduction Algorithms for Localization ⬇️

scientific article

Quantifying Mesoscale Neuroanatomy Using X-Ray Microtomography

scientific article published in September 2017

Quantifying causality in data science with quasi-experiments

scientific article published in 2021

Quantifying the role of neurons for behavior is a mediation question

scientific article published on 28 November 2019

Quasi-experimental causality in neuroscience and behavioural research

scientific article published on 26 November 2018

Real-time evaluation of a noninvasive neuroprosthetic interface for control of reach

scientific article published on 15 March 2013

Real-time fusion of gaze and EMG for a reaching neuroprosthesis

scientific article

Relationship Between Sleep Quality and Mood: Ecological Momentary Assessment Study

scientific article published on 27 March 2019

Rewiring neural interactions by micro-stimulation

scientific article published on 23 August 2010

Role of expected reward in frontal eye field during natural scene search

scientific article published on 11 May 2016

Saccadic gain adaptation is predicted by the statistics of natural fluctuations in oculomotor function

scientific article

Saccadic suppression as a perceptual consequence of efficient sensorimotor estimation

scientific article published on 2 May 2017

Saliency and saccade encoding in the frontal eye field during natural scene search

scientific article

Sampling Neuron Morphologies

Scalable Passive Sleep Monitoring Using Mobile Phones: Opportunities and Obstacles

scientific article

Science Concierge: A Fast Content-Based Recommendation System for Scientific Publications ⬇️

scientific article

Self versus environment motion in postural control

scientific article

Sensor Fusion to Infer Locations of Standing and Reaching Within the Home in Incomplete Spinal Cord Injury

scientific article published on 5 April 2017

Sensory adaptation and short term plasticity as Bayesian correction for a changing brain

scientific article

Serotonin affects movement gain control in the spinal cord

scientific article

Single reach plans in dorsal premotor cortex during a two-target task

scientific article published in Nature Communications

Spatial information in large-scale neural recordings

scientific article published on January 2014

Speed Constancy or Only Slowness: What Drives the Kappa Effect

scientific article

Statistical analysis of molecular signal recording

scientific article (publication date: 2013)

Statistical assessment of the stability of neural movement representations

scientific article

Statistics of natural movements are reflected in motor errors

scientific article published on 15 July 2009

Supervised and unsupervised learning with two sites of synaptic integration

scientific article

Temporal integration of olfactory perceptual evidence in human orbitofrontal cortex

scientific article

Ten simple rules for structuring papers

scientific article published on 28 September 2017

Ten simple rules for structuring papers

The Development and Analysis of Integrated Neuroscience Data

scientific article

The Relationship between Clinical, Momentary, and Sensor-based Assessment of Depression

scientific article

The Social Structure of Consensus in Scientific Review ⬇️

scientific article published on 5 February 2018

The Statistical Determinants of the Speed of Motor Learning

scientific article

The database for reaching experiments and models

scientific article (publication date: 2013)

The dynamics of memory as a consequence of optimal adaptation to a changing body

scientific article published on 13 May 2007

The effect of powered prosthesis control signals on trial-by-trial adaptation to visual perturbations

scientific article published in January 2014

The effects of training breadth on motor generalization

scientific article

The generalization of prior uncertainty during reaching

scientific article

The nervous system uses nonspecific motor learning in response to random perturbations of varying nature

scientific article

The relationship between mobile phone location sensor data and depressive symptom severity

scientific article

The relationship between text message sentiment and self-reported depression

scholarly article

The roles of supervised machine learning in systems neuroscience

scientific article published on 07 February 2019

The statistics of natural hand movements

scientific article published on 28 March 2008

The uncertainty associated with visual flow fields and their influence on postural sway: Weber's law suffices to explain the nonlinearity of vection.

scientific article

The world from a cat?s perspective ? statistics of natural videos

scientific article published on 19 January 2004

Toward Perceiving Robots as Humans: Three Handshake Models Face the Turing-Like Handshake Test.

scientific article published in January 2012

Toward an Integration of Deep Learning and Neuroscience

scientific article

Trust and reciprocity: are effort and money equivalent?

scientific article

Uncertainty leads to persistent effects on reach representations in dorsal premotor cortex ⬇️

scientific article published on 15 July 2016

Uncertainty of feedback and state estimation determines the speed of motor adaptation

scientific article published on 11 May 2010

Using mobile phones for activity recognition in Parkinson's patients

scientific article

Using noise to shape motor learning

scientific article published on 23 November 2016

Using psychophysics to ask if the brain samples or maximizes

scientific article published on 12 March 2015

Voodoo Machine Learning for Clinical Predictions

scholarly article published 19 June 2016

Web-Based Assessment of Outcomes After Subarachnoid and Intracerebral Hemorrhage: A New Patient Centered Option for Outcomes Assessment

scientific article published in August 2015

What Silly Postures Tell Us about the Brain

scientific article published on 11 October 2012

Wii Fit balance board playing improves balance and gait in Parkinson disease

scientific article

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