Search Results for author: Bradley C. Love

Found 15 papers, 6 papers with code

The Past, Present, and Future of the Brain Imaging Data Structure (BIDS)

no code implementations11 Sep 2023 Russell A. Poldrack, Christopher J. Markiewicz, Stefan Appelhoff, Yoni K. Ashar, Tibor Auer, Sylvain Baillet, Shashank Bansal, Leandro Beltrachini, Christian G. Benar, Giacomo Bertazzoli, Suyash Bhogawar, Ross W. Blair, Marta Bortoletto, Mathieu Boudreau, Teon L. Brooks, Vince D. Calhoun, Filippo Maria Castelli, Patricia Clement, Alexander L Cohen, Julien Cohen-Adad, Sasha D'Ambrosio, Gilles de Hollander, María de la iglesia-Vayá, Alejandro de la Vega, Arnaud Delorme, Orrin Devinsky, Dejan Draschkow, Eugene Paul Duff, Elizabeth Dupre, Eric Earl, Oscar Esteban, Franklin W. Feingold, Guillaume Flandin, anthony galassi, Giuseppe Gallitto, Melanie Ganz, Rémi Gau, James Gholam, Satrajit S. Ghosh, Alessio Giacomel, Ashley G Gillman, Padraig Gleeson, Alexandre Gramfort, Samuel Guay, Giacomo Guidali, Yaroslav O. Halchenko, Daniel A. Handwerker, Nell Hardcastle, Peer Herholz, Dora Hermes, Christopher J. Honey, Robert B. Innis, Horea-Ioan Ioanas, Andrew Jahn, Agah Karakuzu, David B. Keator, Gregory Kiar, Balint Kincses, Angela R. Laird, Jonathan C. Lau, Alberto Lazari, Jon Haitz Legarreta, Adam Li, Xiangrui Li, Bradley C. Love, Hanzhang Lu, Camille Maumet, Giacomo Mazzamuto, Steven L. Meisler, Mark Mikkelsen, Henk Mutsaerts, Thomas E. Nichols, Aki Nikolaidis, Gustav Nilsonne, Guiomar Niso, Martin Norgaard, Thomas W Okell, Robert Oostenveld, Eduard Ort, Patrick J. Park, Mateusz Pawlik, Cyril R. Pernet, Franco Pestilli, Jan Petr, Christophe Phillips, Jean-Baptiste Poline, Luca Pollonini, Pradeep Reddy Raamana, Petra Ritter, Gaia Rizzo, Kay A. Robbins, Alexander P. Rockhill, Christine Rogers, Ariel Rokem, Chris Rorden, Alexandre Routier, Jose Manuel Saborit-Torres, Taylor Salo, Michael Schirner, Robert E. Smith, Tamas Spisak, Julia Sprenger, Nicole C. Swann, Martin Szinte, Sylvain Takerkart, Bertrand Thirion, Adam G. Thomas, Sajjad Torabian, Gael Varoquaux, Bradley Voytek, Julius Welzel, Martin Wilson, Tal Yarkoni, Krzysztof J. Gorgolewski

The Brain Imaging Data Structure (BIDS) is a community-driven standard for the organization of data and metadata from a growing range of neuroscience modalities.

Confound-leakage: Confound Removal in Machine Learning Leads to Leakage

1 code implementation17 Oct 2022 Sami Hamdan, Bradley C. Love, Georg G. von Polier, Susanne Weis, Holger Schwender, Simon B. Eickhoff, Kaustubh R. Patil

Machine learning (ML) approaches to data analysis are now widely adopted in many fields including epidemiology and medicine.


A Too-Good-to-be-True Prior to Reduce Shortcut Reliance

no code implementations12 Feb 2021 Nikolay Dagaev, Brett D. Roads, Xiaoliang Luo, Daniel N. Barry, Kaustubh R. Patil, Bradley C. Love

Furthermore, an LCN's predictions can be used in a two-stage approach to encourage a high-capacity network (HCN) to rely on deeper invariant features that should generalize broadly.

Object Recognition valid

Enriching ImageNet with Human Similarity Judgments and Psychological Embeddings

1 code implementation CVPR 2021 Brett D. Roads, Bradley C. Love

The Human Similarity Judgments extension to ImageNet (ImageNet-HSJ) is composed of human similarity judgments that supplement the ILSVRC validation set.

Bayesian Inference Object Recognition

Robust priors for regularized regression

1 code implementation6 Oct 2020 Sebastian Bobadilla-Suarez, Matt Jones, Bradley C. Love

We successfully applied this approach to a number of decision and classification problems, as well as analyzing simulated brain imaging data.


The Costs and Benefits of Goal-Directed Attention in Deep Convolutional Neural Networks

no code implementations6 Feb 2020 Xiaoliang Luo, Brett D. Roads, Bradley C. Love

Motivated by selective attention in categorisation models, we developed a goal-directed attention mechanism that can process naturalistic (photographic) stimuli.

Object Recognition Transfer Learning

Learning as the Unsupervised Alignment of Conceptual Systems

no code implementations21 Jun 2019 Brett D. Roads, Bradley C. Love

Concept induction requires the extraction and naming of concepts from noisy perceptual experience.

Conceptual Organization is Revealed by Consumer Activity Patterns

no code implementations19 Oct 2018 Adam N. Hornsby, Thomas Evans, Peter Riefer, Rosie Prior, Bradley C. Love

Topics tended to be goal-directed and situational, consistent with the notion that human conceptual knowledge is tailored to support action.

Cognitive Capacity Limits and Electoral Districting

1 code implementation13 Nov 2017 Olivia Guest, Frank J. Kanayet, Bradley C. Love

Partisan gerrymandering poses a threat to democracy.

Computers and Society Physics and Society

Optimal Teaching for Limited-Capacity Human Learners

no code implementations NeurIPS 2014 Kaustubh R. Patil, Jerry Zhu, Łukasz Kopeć, Bradley C. Love

We apply a machine teaching procedure to a cognitive model that is either limited capacity (as humans are) or unlimited capacity (as most machine learning systems are).


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