Uncovering the Topology of Time-Varying fMRI Data using Cubical
Persistence

Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence

14 June 2020

Karsten Borgwardt

Guy Wolf

Nicholas Turk-Browne

Smita Krishnaswamy

Papers citing "Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence"

15 / 15 papers shown

Title
Persistent Homology-induced Graph Ensembles for Time Series Regressions Viet The Nguyen Duy Anh Pham An Thai Le Jans Peter Gunther Gust AI4TS 94 0 0 18 Mar 2025
When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning Naheed Anjum Arafat D. Basu Yulia R. Gel Yuzhou Chen AAML 317 0 0 21 Sep 2024
ATOL: Measure Vectorization for Automatic Topologically-Oriented Learning Martin Royer Frédéric Chazal Clément Levrard Yuhei Umeda Yuichi Ike 11 2 0 30 Sep 2019
Connectivity-Optimized Representation Learning via Persistent Homology Christoph Hofer Roland Kwitt Mandar Dixit Marc Niethammer 18 77 0 21 Jun 2019
Topology-Preserving Deep Image Segmentation Xiaoling Hu Fuxin Li Dimitris Samaras Chao Chen 17 271 0 12 Jun 2019
Topological Autoencoders Michael Moor Max Horn Bastian Rieck Karsten Borgwardt 33 149 0 03 Jun 2019
PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures Mathieu Carrière Frédéric Chazal Yuichi Ike Théo Lacombe Martin Royer Yuhei Umeda 25 176 0 20 Apr 2019
Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology Bastian Rieck Matteo Togninalli Christian Bock Michael Moor Max Horn Thomas Gumbsch Karsten Borgwardt 47 111 0 23 Dec 2018
Topological Data Analysis of Decision Boundaries with Application to Model Selection Karthikeyan N. Ramamurthy Kush R. Varshney Krishnan Mody 26 40 0 25 May 2018
Geometry Score: A Method For Comparing Generative Adversarial Networks Valentin Khrulkov Ivan Oseledets GAN MLT 36 119 0 07 Feb 2018
Deep Learning with Topological Signatures Christoph Hofer Roland Kwitt Marc Niethammer A. Uhl 3DPC 34 242 0 13 Jul 2017
Mapping Between fMRI Responses to Movies and their Natural Language Annotations Kiran Vodrahalli Po-Hsuan Chen Yingyu Liang Christopher A. Baldassano Janice Chen ... C. Honey Uri Hasson Peter J. Ramadge K. A. Norman Sanjeev Arora 24 72 0 13 Oct 2016
Persistence Images: A Stable Vector Representation of Persistent Homology Henry Adams Sofya Chepushtanova Tegan H. Emerson Eric M. Hanson Michael Kirby Francis C. Motta R. Neville C. Peterson Patrick D. Shipman Lori Ziegelmeier 47 674 0 22 Jul 2015
Distributed computation of persistent homology Ulrich Bauer Michael Kerber Jan Reininghaus 40 124 0 02 Oct 2013
Fréchet Means for Distributions of Persistence diagrams Katharine Turner Yuriy Mileyko S. Mukherjee J. Harer 46 262 0 13 Jun 2012