Nikolaus Kriegeskorte

60 papers A 1B 2Journal 54Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Human-like Object Grouping in Self-supervised Vision Transformers. CoRR Hossein Adeli, Seoyoung Ahn, Andrew Luo, Mengmi Zhang, Nikolaus Kriegeskorte, Gregory J. Zelinsky
2026	J	`jnl`	Predicting Lockean from gradational accuracy. Int. J. Approx. Reason. Igor Douven, Nikolaus Kriegeskorte
2026	J	`jnl`	The Truthfulness Spectrum Hypothesis. CoRR Zhuofan Josh Ying, Shauli Ravfogel, Nikolaus Kriegeskorte, Peter Hase
2025	J	`jnl`	Getting aligned on representational alignment. Trans. Mach. Learn. Res. Ilia Sucholutsky, Lukas Muttenthaler, Adrian Weller, Andi Peng, Andreea Bobu, Been Kim, Bradley C. Love, Christopher J. Cueva, Erin Grant, Iris I. A. Groen, Jascha Achterberg, Joshua B. Tenenbaum, Katherine M. Collins, Katherine L. Hermann, Kerem Oktar, Klaus Greff, Martin N. Hebart, Nathan Cloos, Nikolaus Kriegeskorte, Nori Jacoby, Qiuyi Zhang, Raja Marjieh, Robert Geirhos, Sherol Chen, Simon Kornblith, Sunayana Rane, Talia Konkle, Thomas P. O'Connell, Thomas Unterthiner, Andrew Kyle Lampinen, Klaus-Robert Müller, Mariya Toneva, Thomas L. Griffiths
2025	A	`conf`	Nonparametric Bayesian inference of item-level features in classifier combination. UAI Patrick Stinson, Nikolaus Kriegeskorte
2025	J	`jnl`	Towards Interpretable Visual Decoding with Attention to Brain Representations. CoRR Pinyuan Feng, Hossein Adeli, Wenxuan Guo, Fan Cheng, Ethan Hwang, Nikolaus Kriegeskorte
2025	J	`jnl`	Transformer brain encoders explain human high-level visual responses. CoRR Hossein Adeli, Minni Sun, Nikolaus Kriegeskorte
2025	B	`conf`	Using transfer learning to identify a neural system's algorithm. CogSci John Morrison, Nikolaus Kriegeskorte, Benjamin Peters
2024	J	`jnl`	How does the primate brain combine generative and discriminative computations in vision? CoRR Benjamin Peters, James J. DiCarlo, Todd M. Gureckis, Ralf Haefner, Leyla Isik, Joshua B. Tenenbaum, Talia Konkle, Thomas Naselaris, Kimberly L. Stachenfeld, Zenna Tavares, Doris Tsao, Ilker Yildirim, Nikolaus Kriegeskorte
2023	J	`jnl`	Affinity-based Attention in Self-supervised Transformers Predicts Dynamics of Object Grouping in Humans. CoRR Hossein Adeli, Seoyoung Ahn, Nikolaus Kriegeskorte, Gregory J. Zelinsky
2023	—	`conf`	Human-like multiple object tracking through occlusion via gaze-following. Gaze Meets ML Benjamin Peters, Eivinas Butkus, Nikolaus Kriegeskorte
2023	J	`jnl`	Testing the limits of natural language models for predicting human language judgements. Nat. Mac. Intell. Tal Golan, Matthew Siegelman, Nikolaus Kriegeskorte, Christopher Baldassano
2023	J	`jnl`	The Topology and Geometry of Neural Representations. CoRR Baihan Lin, Nikolaus Kriegeskorte
2022	J	`jnl`	Distinguishing representational geometries with controversial stimuli: Bayesian experimental design and its application to face dissimilarity judgments. CoRR Tal Golan, Wenxuan Guo, Heiko H. Schütt, Nikolaus Kriegeskorte
2022	J	`jnl`	Testing the limits of natural language models for predicting human language judgments. CoRR Tal Golan, Matthew Siegelman, Nikolaus Kriegeskorte, Christopher Baldassano
2021	J	`jnl`	Capturing the objects of vision with neural networks. CoRR Benjamin Peters, Nikolaus Kriegeskorte
2021	J	`jnl`	Distinct fronto-temporal substrates of distributional and taxonomic similarity among words: evidence from RSA of BOLD signals. NeuroImage Francesca Carota, Hamed Nili, Friedemann Pulvermüller, Nikolaus Kriegeskorte
2021	J	`jnl`	Diverse Deep Neural Networks All Predict Human Inferior Temporal Cortex Well, After Training and Fitting. J. Cogn. Neurosci. Katherine R. Storrs, Tim C. Kietzmann, Alexander Walther, Johannes Mehrer, Nikolaus Kriegeskorte
2021	J	`jnl`	Semantic Data Set Construction from Human Clustering and Spatial Arrangement. Comput. Linguistics Olga Majewska, Diana McCarthy, Jasper J. F. van den Bosch, Nikolaus Kriegeskorte, Ivan Vulic, Anna Korhonen
2020	J	`jnl`	Going in circles is the way forward: the role of recurrence in visual inference. CoRR Ruben S. van Bergen, Nikolaus Kriegeskorte
2020	J	`jnl`	Recurrent neural networks can explain flexible trading of speed and accuracy in biological vision. PLoS Comput. Biol. Courtney J. Spoerer, Tim C. Kietzmann, Johannes Mehrer, Ian Charest, Nikolaus Kriegeskorte
2020	B	`conf`	Spatial Multi-Arrangement for Clustering and Multi-way Similarity Dataset Construction. LREC Olga Majewska, Diana McCarthy, Jasper J. F. van den Bosch, Nikolaus Kriegeskorte, Ivan Vulic, Anna Korhonen
2019	J	`jnl`	Controversial stimuli: pitting neural networks against each other as models of human recognition. CoRR Tal Golan, Prashant C. Raju, Nikolaus Kriegeskorte
2019	J	`jnl`	Deep Learning for Cognitive Neuroscience. CoRR Katherine R. Storrs, Nikolaus Kriegeskorte
2019	J	`jnl`	Faces and voices in the brain: A modality-general person-identity representation in superior temporal sulcus. NeuroImage Maria Tsantani, Nikolaus Kriegeskorte, Carolyn McGettigan, Lúcia Garrido
2019	J	`jnl`	Neural network models and deep learning - a primer for biologists. CoRR Nikolaus Kriegeskorte, Tal Golan
2019	J	`jnl`	Recurrence required to capture the dynamic computations of the human ventral visual stream. CoRR Tim C. Kietzmann, Courtney J. Spoerer, Lynn Sörensen, Radoslaw Martin Cichy, Olaf Hauk, Nikolaus Kriegeskorte
2019	J	`jnl`	The spatiotemporal neural dynamics underlying perceived similarity for real-world objects. NeuroImage Radoslaw Martin Cichy, Nikolaus Kriegeskorte, Kamila M. Jozwik, Jasper J. F. van den Bosch, Ian Charest
2019	J	`jnl`	Visualizing Representational Dynamics with Multidimensional Scaling Alignment. CoRR Baihan Lin, Marieke Mur, Tim C. Kietzmann, Nikolaus Kriegeskorte
2018	J	`jnl`	Adaptive Independence Tests with Geo-Topological Transformation. CoRR Baihan Lin, Nikolaus Kriegeskorte
2018	J	`jnl`	GLMdenoise improves multivariate pattern analysis of fMRI data. NeuroImage Ian Charest, Nikolaus Kriegeskorte, Kendrick N. Kay
2017	J	`jnl`	Adjudicating between face-coding models with individual-face fMRI responses. PLoS Comput. Biol. Johan D. Carlin, Nikolaus Kriegeskorte
2017	J	`jnl`	Building machines that adapt and compute like brains. CoRR Nikolaus Kriegeskorte, Robert M. Mok
2017	J	`jnl`	Representational models: A common framework for understanding encoding, pattern-component, and representational-similarity analysis. PLoS Comput. Biol. Jörn Diedrichsen, Nikolaus Kriegeskorte
2016	J	`jnl`	Perceptual similarity of visual patterns predicts dynamic neural activation patterns measured with MEG. NeuroImage Susan G. Wardle, Nikolaus Kriegeskorte, Tijl Grootswagers, Seyed-Mahdi Khaligh-Razavi, Thomas A. Carlson
2016	J	`jnl`	Reliability of dissimilarity measures for multi-voxel pattern analysis. NeuroImage Alexander Walther, Hamed Nili, Naveed Ejaz, Arjen Alink, Nikolaus Kriegeskorte, Jörn Diedrichsen
2016	J	`jnl`	Representation of uncertainty in deep neural networks through sampling. CoRR Patrick McClure, Nikolaus Kriegeskorte
2016	J	`jnl`	Representational Distance Learning for Deep Neural Networks. Frontiers Comput. Neurosci. Patrick McClure, Nikolaus Kriegeskorte
2015	J	`jnl`	Representational Distance Learning for Deep Neural Networks. CoRR Patrick McClure, Nikolaus Kriegeskorte
2015	J	`jnl`	Visual representations are dominated by intrinsic fluctuations correlated between areas. NeuroImage Linda Henriksson, Seyed-Mahdi Khaligh-Razavi, Kendrick N. Kay, Nikolaus Kriegeskorte
2014	J	`jnl`	A Toolbox for Representational Similarity Analysis. PLoS Comput. Biol. Hamed Nili, Cai Wingfield, Alexander Walther, Li Su, William D. Marslen-Wilson, Nikolaus Kriegeskorte
2014	J	`jnl`	Deep Supervised, but Not Unsupervised, Models May Explain IT Cortical Representation. PLoS Comput. Biol. Seyed-Mahdi Khaligh-Razavi, Nikolaus Kriegeskorte
2014	J	`jnl`	Reaction Time for Object Categorization Is Predicted by Representational Distance. J. Cogn. Neurosci. Thomas A. Carlson, J. Brendan Ritchie, Nikolaus Kriegeskorte, Samir Durvasula, Junsheng Ma
2014	J	`jnl`	The Emergence of Semantic Meaning in the Ventral Temporal Pathway. J. Cogn. Neurosci. Thomas A. Carlson, Ryan A. Simmons, Nikolaus Kriegeskorte, L. Robert Slevc
2012	J	`jnl`	An emerging consensus for open evaluation: 18 visions for the future of scientific publishing. Frontiers Comput. Neurosci. Nikolaus Kriegeskorte, Alexander Walther, Diana Deca
2012	J	`jnl`	Open Evaluation: A Vision for Entirely Transparent Post-Publication Peer Review and Rating for Science. Frontiers Comput. Neurosci. Nikolaus Kriegeskorte
2012	J	`jnl`	Seeing patterns through the hemodynamic veil - The future of pattern-information fMRI. NeuroImage Elia Formisano, Nikolaus Kriegeskorte
2012	—	`conf`	Spatiotemporal Searchlight Representational Similarity Analysis in EMEG Source Space. PRNI Li Su, Elisabeth Fonteneau, William D. Marslen-Wilson, Nikolaus Kriegeskorte
2011	J	`jnl`	Pattern-information analysis: From stimulus decoding to computational-model testing. NeuroImage Nikolaus Kriegeskorte
2011	J	`jnl`	Utilizing temporal information in fMRI decoding: Classifier using kernel regression methods. NeuroImage Carlton Chu, Janaina Mourão Miranda, Yu-Chin Chiu, Nikolaus Kriegeskorte, Geoffrey C. Y. Tan, John Ashburner
2010	J	`jnl`	Comparison of multivariate classifiers and response normalizations for pattern-information fMRI. NeuroImage Masaya Misaki, Youn Kim, Peter A. Bandettini, Nikolaus Kriegeskorte
2010	J	`jnl`	How does an fMRI voxel sample the neuronal activity pattern: Compact-kernel or complex spatiotemporal filter? NeuroImage Nikolaus Kriegeskorte, Rhodri Cusack, Peter A. Bandettini
2010	J	`jnl`	Pattern-information fMRI: New questions which it opens up and challenges which face it. Int. J. Imaging Syst. Technol. Rajeev D. S. Raizada, Nikolaus Kriegeskorte
2008	J	`jnl`	Artifactual time-course correlations in echo-planar fMRI with implications for studies of brain function. Int. J. Imaging Syst. Technol. Nikolaus Kriegeskorte, Jerzy Bodurka, Peter A. Bandettini
2007	J	`jnl`	Analyzing for information, not activation, to exploit high-resolution fMRI. NeuroImage Nikolaus Kriegeskorte, Peter A. Bandettini
2007	J	`jnl`	Combining the tools: Activation- and information-based fMRI analysis. NeuroImage Nikolaus Kriegeskorte, Peter A. Bandettini
2006	—	`conf`	The neuroscientific exploitation of high-resolution functional magnetic resonance imaging. EMBC Nikolaus Kriegeskorte, Peter A. Bandettini
2003	J	`jnl`	Cortical capacity constraints for visual working memory: dissociation of fMRI load effects in a fronto-parietal network. NeuroImage David E. J. Linden, Robert A. Bittner, Lars Muckli, James A. Waltz, Nikolaus Kriegeskorte, Rainer Goebel, Wolf Singer, Matthias H. J. Munk
2002	J	`jnl`	Spatial independent component analysis of functional magnetic resonance imaging time-series: characterization of the cortical components. Neurocomputing Elia Formisano, Fabrizio Esposito, Nikolaus Kriegeskorte, Gioacchino Tedeschi, Francesco Di Salle, Rainer Goebel
2001	J	`jnl`	An Efficient Algorithm for Topologically Correct Segmentation of the Cortical Sheet in Anatomical MR Volumes. NeuroImage Nikolaus Kriegeskorte, Rainer Goebel