Kording, Konrad P.

A deep learning framework for neuroscience

Richards, B. A., Lillicrap, T. P., Beaudoin, P., Bengio, Y., Bogacz, R., Christensen, A., Clopath, C., Costa, R. P., de Berker, A., Ganguli, S., et al. (2019) · Nature Neuroscience

Neural Networks and ApplicationsNeural dynamics and brain function

Cited by 1,027

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

Saeb, S., Zhang, M., Karr, C. J., Schueller, S. M., Corden, M. E., Kording, K. P., & Mohr, D. C. (2015) · Journal of Medical Internet Research

Mental Health Research TopicsDigital Mental Health Interventions

Cited by 782

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

Kording, K. P., Tenenbaum, J. B., & Shadmehr, R. (2007) · Nature Neuroscience

Motor Control and AdaptationMemory and Neural Mechanisms

Cited by 393

The need to approximate the use-case in clinical machine learning

Saeb, S., Lonini, L., Jayaraman, A., Mohr, D. C., & Kording, K. P. (2017) · GigaScience

Artificial Intelligence in HealthcareMachine Learning in Healthcare

Cited by 367

Tackling climate change with machine learning

Rolnick, D., Donti, P. L., Kaack, L. H., Kochanski, K., Lacoste, A., Sankaran, K., Ross, A. S., Milojevic-Dupont, N., Jaques, N., Waldman-Brown, A., et al. (2023) · ACM Computing Surveys

Climate Change and Environmental ImpactArtificial Intelligence Applications

Cited by 336

Estimating the sources of motor errors for adaptation and generalization

Berniker, M., & Kording, K. (2008) · Nature Neuroscience

Motor Control and AdaptationEmbodied and Extended Cognition

Cited by 316

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

Schulz, M.-A., Yeo, B. T. T., Vogelstein, J. T., Mourao-Miranada, J., Kather, J. N., Kording, K., Richards, B., & Bzdok, D. (2020) · Nature Communications

Machine Learning in HealthcareNeural Networks and Applications

Cited by 315

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

Saeb, S., Lattie, E. G., Schueller, S. M., Kording, K. P., & Mohr, D. C. (2016) · PeerJ

Mental Health Research TopicsHuman Mobility and Location-Based Analysis

Cited by 313

Predicting scientific success

Acuna, D. E., Allesina, S., & Kording, K. P. (2012) · Nature

scientometrics and bibliometrics researchWeb visibility and informetrics

Cited by 249

The neuroconnectionist research programme

Doerig, A., Sommers, R. P., Seeliger, K., Richards, B., Ismael, J., Lindsay, G. W., Kording, K. P., Konkle, T., van Gerven, M. A. J., Kriegeskorte, N., et al. (2023) · Nature Reviews Neuroscience

Neural Networks and ApplicationsNeural dynamics and brain function

Cited by 233

Serotonin Affects Movement Gain Control in the Spinal Cord

Wei, K., Glaser, J. I., Deng, L., Thompson, C. K., Stevenson, I. H., Wang, Q., Hornby, T. G., Heckman, C. J., & Kording, K. P. (2014) · Journal of Neuroscience

Motor Control and AdaptationMuscle activation and electromyography studies

Cited by 135

Toward an integration of deep learning and neuroscience

Marblestone, A. H., Wayne, G., & Kording, K. P. (2016) · Frontiers in Computational Neuroscience

Neural Networks and ApplicationsNeural dynamics and brain function

Cited by 119

Ten simple rules for structuring papers

Mensh, B., & Kording, K. (2017) · PLOS Computational Biology

Academic Writing and PublishingAcademic Publishing and Open Access

Cited by 98

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

Saeb, S., Zhang, M., Kwasny, M., Karr, C., Kording, K., & Mohr, D. (2015) · Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare

Mental Health Research TopicsDigital Mental Health Interventions

Cited by 89

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

Meyerhoff, J., Liu, T., Kording, K. P., Ungar, L. H., Kaiser, S. M., Karr, C. J., & Mohr, D. C. (2021) · Journal of Medical Internet Research

Mental Health Research TopicsDigital Mental Health Interventions

Cited by 82

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

O'Brien, M. K., Shawen, N., Mummidisetty, C. K., Kaur, S., Bo, X., Poellabauer, C., Kording, K., & Jayaraman, A. (2017) · Journal of Medical Internet Research

Context-Aware Activity Recognition SystemsStroke Rehabilitation and Recovery

Cited by 78

Movement science needs different pose tracking algorithms

Seethapathi, N., Wang, S., Saluja, R., Blohm, G., & Kording, K. P. (2019) · arXiv

Human Pose and Action RecognitionHuman Motion and Animation

Cited by 64

Meaningless comparisons lead to false optimism in medical machine learning

DeMasi, O., Kording, K., & Recht, B. (2017) · PLoS ONE

Artificial Intelligence in HealthcareMental Health Research Topics

Cited by 63

Causal inference on human behaviour

Bailey, D. H., Jung, A. J., Beltz, A. M., Eronen, M. I., Gische, C., Hamaker, E. L., Kording, K. P., Lebel, C., Lindquist, M. A., Moeller, J., et al. (2024) · Nature Human Behaviour

Advanced Causal Inference TechniquesPhilosophy of Biology and Scientific Explanation

Cited by 56

Bioscience-scale automated detection of figure element reuse

Acuna, D. E., Brookes, P. S., & Kording, K. P. (2018) · bioRxiv (Cold Spring Harbor Laboratory)

Academic integrity and plagiarismBenford’s Law and Fraud Detection

Cited by 54

Multifaceted aspects of chunking enable robust algorithms

Acuna, D. E., Wymbs, N. F., Reynolds, C. A., Picard, N., Turner, R. S., Strick, P. L., Grafton, S. T., & Kording, K. P. (2014) · Journal of Neurophysiology

Motor Control and AdaptationMemory and Neural Mechanisms

Cited by 54

Automatic discovery of cell types and microcircuitry from neural connectomics

Jonas, E., & Kording, K. (2015) · eLife

Cell Image Analysis TechniquesNeural dynamics and brain function

Cited by 51

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

Wei, K., Stevenson, I. H., & Kording, K. P. (2010) · Journal of Vision

Visual perception and processing mechanismsMotor Control and Adaptation

Cited by 36

Dopaminergic medication increases reliance on current information in Parkinson’s disease

Vilares, I., & Kording, K. P. (2017) · Nature Human Behaviour

Neural and Behavioral Psychology StudiesParkinson's Disease Mechanisms and Treatments

Cited by 33