Two’s company, three (or more) is a simplex: Algebraic-topological tools for understanding higher-order structure in neural data C Giusti, R Ghrist, DS Bassett Journal of Computational Neuroscience 41 (1), 1-14, 2016 | 414 | 2016 |
Clique topology reveals intrinsic geometric structure in neural correlations C Giusti, E Pastalkova, C Curto, V Itskov Proceedings of the National Academy of Sciences USA 112 (44), 13455-13460, 2015 | 359 | 2015 |
Cliques and cavities in the human connectome A Sizemore, C Giusti, RF Betzel, DS Bassett Journal of Computational Neuroscience, doi:10.1007/s10827-017-0672-6, 2017 | 312 | 2017 |
Developmental increases in white matter network controllability support a growing diversity of brain dynamics E Tang, C Giusti, GL Baum, S Gu, E Pollock, AE Kahn, DR Roalf, ... Nature Communications 8 (1), 1252, 2017 | 178 | 2017 |
Choosing Wavelet Methods, Filters, and Lengths for Functional Brain Network Construction Z Zhang, QK Telesford, C Giusti, KO Lim, DS Bassett PLoS ONE 11 (6), e0157243, 2015 | 135 | 2015 |
Classification of weighted networks through mesoscale homological features A Sizemore, C Giusti, D Bassett Journal of Complex Networks, doi:10.1093/comnet/cnw013, 2016 | 102 | 2016 |
Knowledge gaps in the early growth of semantic feature networks AE Sizemore, EA Karuza, C Giusti, DS Bassett Nature Human Behaviour 2 (9), 682, 2018 | 89 | 2018 |
On open and closed convex codes J Cruz, C Giusti, V Itskov, W Kronholm Discrete & Computational Geometry 61 (2), 247–270, 2019 | 55* | 2019 |
A no-go theorem for one-layer feedforward networks C Giusti, V Itskov Neural Computation 26 (11), 2527-2540, 2014 | 43 | 2014 |
Effective learning is accompanied by high-dimensional and efficient representations of neural activity E Tang, M Mattar, C Giusti, D Lydon-Staley, S Thompson-Schill, D Bassett Nature Neuroscience 22, 1000-1009, 2019 | 42 | 2019 |
Topological and geometric measurements of force chain structure C Giusti, L Papadopoulos, ET Owens, KE Daniels, DS Bassett Physical Review E 94 (3), 032909, 2016 | 42 | 2016 |
Minimal Cycle Representatives in Persistent Homology using Linear Programming: an Empirical Study with User's Guide L Li, C Thompson, G Henselman-Petrusek, C Giusti, L Ziegelmeier Frontiers in Artificial Intelligence 11, 73, 2021 | 21 | 2021 |
The mod-2 cohomology rings of symmetric groups C Giusti, P Salvatore, D Sinha Journal of Topology 5 (1), 169-198, 2012 | 20 | 2012 |
Fox-Neuwirth cell structures and the cohomology of symmetric groups C Giusti, D Sinha Configuration Spaces, 273-298, 2012 | 13 | 2012 |
A Topological Approach to Mapping Space Signatures C Giusti, D Lee, V Nanda, H Oberhauser arXiv preprint arXiv:2202.00491, 2022 | 9 | 2022 |
Signatures, Lipshitz-free spaces, and paths of persistence diagrams C Giusti, D Lee SIAM Journal on Applied Algebra and Geometry 7 (4), 828-866, 2023 | 8 | 2023 |
Persistent extensions and analogous bars: data-induced relations between persistence barcodes HR Yoon, R Ghrist, C Giusti Journal of Applied and Computational Topology, 1-47, 2023 | 8 | 2023 |
Iterated Integrals and Population Time Series Analysis C Giusti, D Lee The Abel Symposium 2018: Topological Data Analysis 15, 219-246, 2020 | 8 | 2020 |
Mod-two cohomology rings of alternating groups C Giusti, D Sinha Journal für die reine und angewandte Mathematik (Crelles Journal) 2021 (772 …, 2021 | 7* | 2021 |
Clique topology of real symmetric matrices C Curto, C Giusti, V Itskov arXiv preprint arXiv:1502.06173, 2015 | 3 | 2015 |