--- references: - id: AminiResilience2013 accessed: - year: 2014 month: 4 day: 24 author: - family: Amini given: Hamed - family: Cont given: Rama - family: Minca given: Andreea citation-key: AminiResilience2013 container-title: Mathematical Finance container-title-short: Mathematical Finance DOI: 10.1111/mafi.12051 ISSN: 1467-9965 issued: - year: 2013 month: 10 day: 1 language: en page: n/a-n/a title: Resilience to Contagion in Financial Networks type: article-journal URL: http://arxiv.org/abs/1112.5687 - id: BapstHarnessing2016 accessed: - year: 2022 month: 2 day: 7 author: - family: Bapst given: Victor - family: Coja-Oghlan given: Amin citation-key: BapstHarnessing2016 container-title: Random Structures & Algorithms container-title-short: Random Struct. Alg. DOI: 10.1002/rsa.20692 ISSN: 1042-9832, 1098-2418 issue: '4' issued: - year: 2016 month: 12 page: 694-741 title: Harnessing the Bethe free energy type: article-journal URL: http://arxiv.org/abs/1504.03975 volume: '49' - id: DuLearning2012 author: - family: Du given: Nan - family: Song given: Le - family: Yuan given: Ming - family: Smola given: Alex J. citation-key: DuLearning2012 container-title: Advances in Neural Information Processing Systems issued: - year: 2012 page: 2780–2788 title: Learning networks of heterogeneous influence type: paper-conference URL: >- http://papers.nips.cc/paper/4582-learning-networks-of-heterogeneous-influence - id: GauthierNext2021 accessed: - year: 2021 month: 10 day: 11 author: - family: Gauthier given: Daniel J. - family: Bollt given: Erik - family: Griffith given: Aaron - family: Barbosa given: Wendson A. S. citation-key: GauthierNext2021 container-title: Nature Communications container-title-short: Nat Commun DOI: 10.1038/s41467-021-25801-2 ISSN: 2041-1723 issue: '1' issued: - year: 2021 month: 9 day: 21 language: en number: '1' page: '5564' publisher: Nature Publishing Group title: Next generation reservoir computing type: article-journal volume: '12' - id: GiryesDeep2016 author: - family: Giryes given: R. - family: Sapiro given: G. - family: Bronstein given: A. M. citation-key: GiryesDeep2016 container-title: IEEE Transactions on Signal Processing DOI: 10.1109/TSP.2016.2546221 ISSN: 1053-587X issue: '13' issued: - year: 2016 month: 7 page: 3444-3457 title: >- Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? type: article-journal URL: http://arxiv.org/abs/1504.08291 volume: '64' - id: GlassermanContagion2016 accessed: - year: 2016 month: 10 day: 12 author: - family: Glasserman given: Paul - family: Young given: H. Peyton citation-key: GlassermanContagion2016 container-title: Journal of Economic Literature DOI: 10.1257/jel.20151228 ISSN: 0022-0515 issue: '3' issued: - year: 2016 month: 9 page: 779-831 title: Contagion in Financial Networks type: article-journal volume: '54' - id: GlymourWhen2007 accessed: - year: 2022 month: 1 day: 15 author: - family: Glymour given: Clark citation-key: GlymourWhen2007 container-title: Philosophy of Science container-title-short: Philos. of Sci. DOI: 10.1086/521968 ISSN: 0031-8248, 1539-767X issue: '3' issued: - year: 2007 month: 7 language: en page: 330-346 title: When Is a Brain Like the Planet? type: article-journal URL: https://www.brainm.com/software/pubs/brain/Glymour-brain-planet.pdf volume: '74' - id: GoudarziReservoir2016 author: - family: Goudarzi given: Alireza - family: Teuscher given: Christof citation-key: GoudarziReservoir2016 collection-title: NANOCOM'16 container-title: >- Proceedings of the 3rd ACM International Conference on Nanoscale Computing and Communication DOI: 10.1145/2967446.2967448 event-place: New York, NY, USA ISBN: 978-1-4503-4061-8 issued: - year: 2016 page: 13:1–13:6 publisher: ACM publisher-place: New York, NY, USA title: 'Reservoir Computing: Quo Vadis?' type: paper-conference URL: http://doi.acm.org/10.1145/2967446.2967448 - id: GrzybWhich2009 author: - family: Grzyb given: B. J. - family: Chinellato given: E. - family: Wojcik given: G. M. - family: Kaminski given: W. A. citation-key: GrzybWhich2009 container-title: 2009 International Joint Conference on Neural Networks DOI: 10.1109/IJCNN.2009.5178822 event-title: 2009 International Joint Conference on Neural Networks issued: - year: 2009 month: 6 page: 1018-1024 title: Which model to use for the Liquid State Machine? type: paper-conference - id: HaldaneSystemic2011 author: - family: Haldane given: Andrew G - family: May given: Robert M citation-key: HaldaneSystemic2011 container-title: Nature DOI: 10.1038/nature09659 issued: - year: 2011 page: 351-355 title: Systemic risk in banking ecosystems. type: article-journal volume: '469' - id: HirataInformation1985 author: - family: Hirata given: Hironori - family: Ulanowicz given: Robert E citation-key: HirataInformation1985 container-title: Journal of Theoretical Biology DOI: 10.1016/S0022-5193(85)80271-X issue: '3' issued: - year: 1985 page: 321-341 title: >- Information theoretical analysis of the aggregation and hierarchical structure of ecological networks type: article-journal volume: '116' - id: MartinssonRandomized2016 accessed: - year: 2016 month: 8 day: 4 author: - family: Martinsson given: Per-Gunnar citation-key: MartinssonRandomized2016 container-title: arXiv:1607.01649 [math] issued: - year: 2016 month: 7 day: 6 title: >- Randomized methods for matrix computations and analysis of high dimensional data type: article-journal URL: http://arxiv.org/abs/1607.01649 - id: RocaPercolate2011 author: - family: Roca given: Carlos P - family: Draief given: Moez - family: Helbing given: Dirk citation-key: RocaPercolate2011 issued: - year: 2011 title: >- Percolate or die: Multi-percolation decides the struggle between competing innovations type: article-journal URL: http://www.arxiv.org/pdf/1101.0775 - id: ScardapaneRandomness2017 author: - family: Scardapane given: Simone - family: Wang given: Dianhui citation-key: ScardapaneRandomness2017 container-title: 'Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery' DOI: 10.1002/widm.1200 ISSN: 1942-4795 issue: '2' issued: - year: 2017 month: 3 day: 1 language: en title: 'Randomness in neural networks: an overview' type: article-journal URL: >- https://www.researchgate.net/publication/312057617_Randomness_in_Neural_Networks_An_Overview volume: '7' - id: StadlerRandom1993 author: - family: Stadler given: Peter F - family: Fontana given: Walter - family: Miller given: John H citation-key: StadlerRandom1993 container-title: 'Physica D: Nonlinear Phenomena' issue: 3-4 issued: - year: 1993 page: 378-392 title: Random catalytic reaction networks type: article-journal volume: '63' - id: WattsInfluentials2007 accessed: - year: 2016 month: 7 day: 22 author: - family: Watts given: Duncan J. - family: Dodds given: Peter Sheridan citation-key: WattsInfluentials2007 container-title: Journal of Consumer Research DOI: 10.1086/518527 ISSN: 0093-5301, 1537-5277 issue: '4' issued: - year: 2007 month: 12 day: 1 language: en page: 441-458 title: Influentials, Networks, and Public Opinion Formation type: article-journal URL: >- http://inequality.stanford.edu/_media/pdf/key_issues/social_networks_policy.pdf volume: '34' - id: WignerCharacteristic1955 accessed: - year: 2021 month: 10 day: 26 author: - family: Wigner given: Eugene P. citation-key: WignerCharacteristic1955 container-title: The Annals of Mathematics container-title-short: The Annals of Mathematics DOI: 10.2307/1970079 ISSN: 0003486X issue: '3' issued: - year: 1955 month: 11 page: '548' title: Characteristic Vectors of Bordered Matrices With Infinite Dimensions type: article-journal volume: '62' ...