Konrad P. Körding

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 40

Top Topics

Matrix Approximation

Causal Inference

Machine Learning

Top Venues

Frontiers Comput. Neurosci.

PLoS Comput. Biol.

Publications

Arna Ghosh, Yuhan Helena Liu, Guillaume Lajoie, Konrad P. Körding, Blake Aaron Richards
How gradient estimator variance and bias impact learning in neural networks. ICLR (2023)
Anthony Zador, Blake A. Richards, Bence Ölveczky, Sean Escola, Yoshua Bengio, Kwabena Boahen, Matthew M. Botvinick, Dmitri B. Chklovskii, Anne Churchland, Claudia Clopath, James DiCarlo, Surya Ganguli, Jeff Hawkins, Konrad P. Körding, Alexei A. Koulakov, Yann LeCun, Timothy P. Lillicrap, Adam H. Marblestone, Bruno A. Olshausen, Alexandre Pouget, Cristina Savin, Terrence J. Sejnowski, Eero P. Simoncelli, Sara A. Solla, David Sussillo, Andreas S. Tolias, Doris Tsao
Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution. CoRR (2022)
Sofiya Lysenko, Nidhi Seethapathi, Laura Prosser, Konrad P. Körding, Michelle J. Johnson
Towards Automated Emotion Classification of Atypically and Typically Developing Infants. BioRob (2020)
Saeed Ghorbani, Kimia Mahdaviani, Anne Thaler, Konrad P. Körding, Douglas James Cook, Gunnar Blohm, Nikolaus F. Troje
MoVi: A Large Multipurpose Motion and Video Dataset. CoRR (2020)
Mainak Jas, Titipat Achakulvisut, Aid Idrizovic, Daniel E. Acuna, Matthew Antalek, Vinícius Marques, Tommy Odland, Ravi Garg, Mayank Agrawal, Yu Umegaki, Peter Foley, Hugo Fernandes, Drew Harris, Beibin Li, Olivier Pieters, Scott Otterson, Giovanni De Toni, Chris Rodgers, Eva L. Dyer, Matti Hamalainen, Konrad P. Körding, Pavan Ramkumar
Pyglmnet: Python implementation of elastic-net regularized generalized linear models. J. Open Source Softw. 5 (47) (2020)
Jordan Guerguiev, Konrad P. Körding, Blake A. Richards
Spike-based causal inference for weight alignment. ICLR (2020)
Titipat Achakulvisut, Daniel E. Acuna, Konrad P. Körding
Pubmed Parser: A Python Parser for PubMed Open-Access XML Subset and MEDLINE XML Dataset XML Dataset. J. Open Source Softw. 5 (46) (2020)
David Rolnick, Konrad P. Körding
Identifying Weights and Architectures of Unknown ReLU Networks. CoRR (2019)
Ari S. Benjamin, David Rolnick, Konrad P. Körding
Measuring and regularizing networks in function space. ICLR (Poster) (2019)
Tony Liu, Jennifer Nicholas, Max-Marcel Theilig, Sharath Chandra Guntuku, Konrad P. Körding, David C. Mohr, Lyle Ungar
Machine Learning for Phone-Based Relationship Estimation: The Need to Consider Population Heterogeneity. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (4) (2019)
Gunnar Blohm, Paul Schrater, Konrad P. Körding
Ten Simple Rules for Organizing and Running a Successful Intensive Two-Week Course. Neural Comput. 31 (1) (2019)
Shaofei Wang, Vishnu Suresh Lokhande, Maneesh Singh, Konrad P. Körding, Julian Yarkony
End-to-end Training of CNN-CRF via Differentiable Dual-Decomposition. CoRR (2019)
David Rolnick, Priya L. Donti, Lynn H. Kaack, Kelly Kochanski, Alexandre Lacoste, Kris Sankaran, Andrew Slavin Ross, Nikola Milojevic-Dupont, Natasha Jaques, Anna Waldman-Brown, Alexandra Luccioni, Tegan Maharaj, Evan D. Sherwin, S. Karthik Mukkavilli, Konrad P. Körding, Carla P. Gomes, Andrew Y. Ng, Demis Hassabis, John C. Platt, Felix Creutzig, Jennifer T. Chayes, Yoshua Bengio
Tackling Climate Change with Machine Learning. CoRR (2019)
Jordan Guerguiev, Konrad P. Körding, Blake A. Richards
Spike-based causal inference for weight alignment. CoRR (2019)
Titipat Achakulvisut, Chandra Bhagavatula, Daniel E. Acuna, Konrad P. Körding
Claim Extraction in Biomedical Publications using Deep Discourse Model and Transfer Learning. CoRR (2019)
Roozbeh Farhoodi, Khashayar Filom, Ilenna Simone Jones, Konrad P. Körding
On Functions Computed on Trees. Neural Comput. 31 (11) (2019)
Nidhi Seethapathi, Shaofei Wang, Rachit Saluja, Gunnar Blohm, Konrad P. Körding
Movement science needs different pose tracking algorithms. CoRR (2019)
Timothy P. Lillicrap, Konrad P. Körding
What does it mean to understand a neural network? CoRR (2019)
Benjamin James Lansdell, Sofia Triantafillou, Konrad P. Körding
Rarely-switching linear bandits: optimization of causal effects for the real world. CoRR (2019)
Joshua I. Glaser, Ari S. Benjamin, Roozbeh Farhoodi, Konrad P. Körding
The Roles of Supervised Machine Learning in Systems Neuroscience. CoRR (2018)
Patrick N. Lawlor, Matthew G. Perich, Lee E. Miller, Konrad P. Körding
Linear-nonlinear-time-warp-poisson models of neural activity. J. Comput. Neurosci. 45 (3) (2018)
Shaofei Wang, Alexander T. Ihler, Konrad P. Körding, Julian Yarkony
Accelerating Dynamic Programs via Nested Benders Decomposition with Application to Multi-Person Pose Estimation. ECCV (14) (2018)
Ari S. Benjamin, Hugo L. Fernandes, Tucker Tomlinson, Pavan Ramkumar, Chris VerSteeg, Raeed H. Chowdhury, Lee E. Miller, Konrad P. Körding
Modern Machine Learning as a Benchmark for Fitting Neural Responses. Frontiers Comput. Neurosci. 12 (2018)
Misha Teplitskiy, Daniel E. Acuna, Aida Elamrani-Raoult, Konrad P. Körding, James Evans
The Social Structure of Consensus in Scientific Review. CoRR (2018)
Ari S. Benjamin, David Rolnick, Konrad P. Körding
Measuring and regularizing networks in function space. CoRR (2018)
Thaddeus Cybulski, Edward S. Boyden, George M. Church, Keith E. J. Tyo, Konrad P. Körding
Nucleotide-time alignment for molecular recorders. PLoS Comput. Biol. 13 (5) (2017)
Joshua I. Glaser, Raeed H. Chowdhury, Matthew G. Perich, Lee E. Miller, Konrad P. Körding
Machine learning for neural decoding. CoRR (2017)
Abby Tabor, Michael A. Thacker, G. Lorimer Moseley, Konrad P. Körding
Pain: A Statistical Account. PLoS Comput. Biol. 13 (1) (2017)
Brett Mensh, Konrad P. Körding
Ten simple rules for structuring papers. PLoS Comput. Biol. 13 (9) (2017)
Orianna DeMasi, Konrad P. Körding, Benjamin Recht
Meaningless comparisons lead to false optimism in medical machine learning. CoRR (2017)
Max Berniker, Anthony M. Jarc, Konrad P. Körding, Matthew C. Tresch
A Probabilistic Analysis of Muscle Force Uncertainty for Control. IEEE Trans. Biomed. Eng. 63 (11) (2016)
Luca Lonini, Aakash Gupta, Konrad P. Körding, Aran Jayaraman
Activity recognition in patients with lower limb impairments: Do we need training data from each patient? EMBC (2016)
Titipat Achakulvisut, Daniel E. Acuna, Tulakan Ruangrong, Konrad P. Körding
Science Concierge: A fast content-based recommendation system for scientific publications. CoRR (2016)
Kang He, You Liang, Farnaz Abdollahi, Moria F. Bittmann, Konrad P. Körding, Kunlin Wei
The Statistical Determinants of the Speed of Motor Learning. PLoS Comput. Biol. 12 (9) (2016)
Adam H. Marblestone, Greg Wayne, Konrad P. Körding
Toward an Integration of Deep Learning and Neuroscience. Frontiers Comput. Neurosci. 10 (2016)
Eva L. Dyer, William R. Gray Roncal, Hugo L. Fernandes, Doga Gürsoy, Xianghui Xiao, Joshua T. Vogelstein, Chris Jacobsen, Konrad P. Körding, Narayanan Kasthuri
Quantifying mesoscale neuroanatomy using X-ray microtomography. CoRR (2016)
Mohammad Gheshlaghi Azar, Eva L. Dyer, Konrad P. Körding
Convex Relaxation Regression: Black-Box Optimization of Smooth Functions by Learning Their Convex Envelopes. UAI (2016)
Joshua I. Glaser, Konrad P. Körding
The Development and Analysis of Integrated Neuroscience Data. Frontiers Comput. Neurosci. 10 (2016)
Mohammad Gheshlaghi Azar, Eva L. Dyer, Konrad P. Körding
Convex Relaxation Regression: Black-Box Optimization of Smooth Functions by Learning Their Convex Envelopes. CoRR (2016)
William R. Gray Roncal, Eva L. Dyer, Doga Gürsoy, Konrad P. Körding, Narayanan Kasthuri
From sample to knowledge: Towards an integrated approach for neuroscience discovery. CoRR (2016)
Sohrab Saeb, Mi Zhang, Mary J. Kwasny, Christopher J. Karr, Konrad P. Körding, David C. Mohr
The relationship between clinical, momentary, and sensor-based assessment of depression. PervasiveHealth (2015)
Eva L. Dyer, Tom Goldstein, Raajen Patel, Konrad P. Körding, Richard G. Baraniuk
Self-Expressive Decompositions for Matrix Approximation and Clustering. CoRR (2015)
Joshua I. Glaser, Bradley M. Zamft, George M. Church, Konrad P. Körding
Puzzle Imaging: Using Large-scale Dimensionality Reduction Algorithms for Localization. CoRR (2015)
Reva E. Johnson, Konrad P. Körding, Levi J. Hargrove, Jonathon W. Sensinger
Similar trial-by-trial adaptation behavior across transhumeral amputees and able-bodied subjects. NER (2015)
Max Berniker, Konrad P. Körding
Deep networks for motor control functions. Frontiers Comput. Neurosci. 9 (2015)
Thaddeus Cybulski, Joshua I. Glaser, Adam Henry Marblestone, Bradley M. Zamft, Edward S. Boyden III, George M. Church, Konrad P. Körding
Spatial information in large-scale neural recordings. Frontiers Comput. Neurosci. 8 (2014)
Andrea Lancichinetti, M. Irmak Sirer, Jane X. Wang, Daniel E. Acuna, Konrad P. Körding, Luís A. Nunes Amaral
A high-reproducibility and high-accuracy method for automated topic classification. CoRR (2014)
Reva E. Johnson, Konrad P. Körding, Levi J. Hargrove, Jonathon W. Sensinger
The effect of powered prosthesis control signals on trial-by-trial adaptation to visual perturbations. EMBC (2014)
Joshua I. Glaser, Bradley M. Zamft, Adam H. Marblestone, Jeffrey R. Moffitt, Keith E. J. Tyo, Edward S. Boyden III, George M. Church, Konrad P. Körding
Statistical Analysis of Molecular Signal Recording. PLoS Comput. Biol. 9 (7) (2013)
Qicheng Ding, Ian H. Stevenson, Ninghua Wang, Wei Li, Yao Sun, Qining Wang, Konrad P. Körding, Kunlin Wei
Motion games improve balance control in stroke survivors: A preliminary study based on the principle of constraint-induced movement therapy. Displays 34 (2) (2013)
Adam H. Marblestone, Bradley M. Zamft, Yael Maguire, Mikhail G. Shapiro, Thaddeus Cybulski, Joshua I. Glaser, Dario Amodei, P. Benjamin Stranges, Reza Kalhor, David Dalrymple, Dongjin Seo, Elad Alon, Michel M. Maharbiz, Jose M. Carmena, Jan M. Rabaey, Edward S. Boyden III, George M. Church, Konrad P. Körding
Physical principles for scalable neural recording. Frontiers Comput. Neurosci. 7 (2013)
Guy Avraham, Ilana Nisky, Hugo L. Fernandes, Daniel E. Acuna, Konrad P. Körding, Gerald E. Loeb, Amir Karniel
Toward Perceiving Robots as Humans: Three Handshake Models Face the Turing-Like Handshake Test. IEEE Trans. Haptics 5 (3) (2012)
Ian H. Stevenson, Brian M. London, Emily R. Oby, Nicholas A. Sachs, Jacob Reimer, Bernhard Englitz, Stephen V. David, Shihab A. Shamma, Timothy J. Blanche, Kenji Mizuseki, Amin Zandvakili, Nicholas G. Hatsopoulos, Lee E. Miller, Konrad P. Körding
Functional Connectivity and Tuning Curves in Populations of Simultaneously Recorded Neurons. PLoS Comput. Biol. 8 (11) (2012)
Mark V. Albert, Nicolas Catz, Peter Thier, Konrad P. Körding
Saccadic gain adaptation is predicted by the statistics of natural fluctuations in oculomotor function. Frontiers Comput. Neurosci. 6 (2012)
Elaine A. Corbett, Konrad P. Körding, Eric J. Perreault
Real-time fusion of gaze and EMG for a reaching neuroprosthesis. EMBC (2012)
Elaine A. Corbett, Nicholas A. Sachs, Konrad P. Körding, Eric J. Perreault
Dealing with noisy gaze information for a target-dependent neural decoder. EMBC (2011)
Anirban Dutta, Konrad P. Körding, Eric J. Perreault, Levi J. Hargrove
Sensor-fault tolerant control of a powered lower limb prosthesis by mixing mode-specific adaptive Kalman filters. EMBC (2011)
Konrad P. Körding
Of Toasters and Molecular Ticker Tapes. PLoS Comput. Biol. 7 (12) (2011)
Max Berniker, Konrad P. Körding
Discrete-time local dynamic programming. ACC (2011)
Max Berniker, Konrad P. Körding
Estimating the Relevance of World Disturbances to Explain Savings, Interference and Long-Term Motor Adaptation Effects. PLoS Comput. Biol. 7 (10) (2011)
Ian H. Stevenson, Konrad P. Körding
Inferring spike-timing-dependent plasticity from spike train data. NIPS (2011)
Elaine A. Corbett, Eric J. Perreault, Konrad P. Körding
Mixture of time-warped trajectory models for movement decoding. NIPS (2010)
Kunlin Wei, Konrad P. Körding
Uncertainty of feedback and state estimation determines the speed of motor adaptation. Frontiers Comput. Neurosci. 4 (2010)
Kalpana Dokka, Robert V. Kenyon, Emily A. Keshner, Konrad P. Körding
Self versus Environment Motion in Postural Control. PLoS Comput. Biol. 6 (2) (2010)
Gregory Dam, Konrad P. Körding
Exploration and Exploitation During Sequential Search. Cogn. Sci. 33 (3) (2009)
Ian H. Stevenson, Konrad P. Körding
Structural inference affects depth perception in the context of potential occlusion. NIPS (2009)
Ian H. Stevenson, Hugo L. Fernandes, Iris Vilares, Kunlin Wei, Konrad P. Körding
Bayesian Integration and Non-Linear Feedback Control in a Full-Body Motor Task. PLoS Comput. Biol. 5 (12) (2009)
Mike Dowman, Virginia Savova, Thomas L. Griffiths, Konrad P. Körding, Joshua B. Tenenbaum, Matthew Purver
A Probabilistic Model of Meetings That Combines Words and Discourse Features. IEEE Trans. Speech Audio Process. 16 (7) (2008)
Ulrik R. Beierholm, Konrad P. Körding, Ladan Shams, Wei Ji Ma
Comparing Bayesian models for multisensory cue combination without mandatory integration. NIPS (2007)
Konrad P. Körding, Joshua B. Tenenbaum, Reza Shadmehr
Multiple timescales and uncertainty in motor adaptation. NIPS (2006)
Matthew Purver, Konrad P. Körding, Thomas L. Griffiths, Joshua B. Tenenbaum
Unsupervised Topic Modelling for Multi-Party Spoken Discourse. ACL (2006)
Konrad P. Körding, Joshua B. Tenenbaum
Causal inference in sensorimotor integration. NIPS (2006)
Belinda Y. Betsch, Wolfgang Einhäuser, Konrad P. Körding, Peter König
The world from a cat's perspective - statistics of natural videos. Biol. Cybern. 90 (1) (2004)
David J. Klein, Peter König, Konrad P. Körding
Sparse Spectrotemporal Coding of Sounds. EURASIP J. Adv. Signal Process. 2003 (7) (2003)
Christoph Kayser, Konrad P. Körding, Peter König
Learning the Nonlinearity of Neurons from Natural Visual Stimuli. Neural Comput. 15 (8) (2003)
Konrad P. Körding, Daniel M. Wolpert
Probabilistic Inference in Human Sensorimotor Processing. NIPS (2003)
Verena Vanessa Hafner, Miriam Fend, Max Lungarella, Rolf Pfeifer, Peter König, Konrad P. Körding
Optimal Coding for Naturally Occurring Whisker Deflections. ICANN (2003)
Wolfgang Einhäuser, Christoph Kayser, Konrad P. Körding, Peter König
Learning Multiple Feature Representations from Natural Image Sequences. ICANN (2002)
Christoph Kayser, Wolfgang Einhäuser, Olaf Dümmer, Peter König, Konrad P. Körding
Extracting Slow Subspaces from Natural Videos Leads to Complex Cells. ICANN (2001)
Konrad P. Körding, Peter König
Neurons with Two Sites of Synaptic Integration Learn Invariant Representations. Neural Comput. 13 (12) (2001)
Konrad P. Körding, Peter König
Sites of Synaptic Integration. J. Comput. Neurosci. 11 (3) (2001)
Konrad P. Körding, Peter König
A learning rule for dynamic recruitment and decorrelation. Neural Networks 13 (1) (2000)
Markus Siegel, Konrad P. Körding, Peter König
Integrating Top-Down and Bottom-Up Sensory Processing by Somato-Dendritic Interactions. J. Comput. Neurosci. 8 (2) (2000)
Konrad P. Körding, Peter König
Two Sites of Synaptic Integration: Relevant for Learning? IJCNN (4) (2000)