{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,20]],"date-time":"2026-01-20T12:39:01Z","timestamp":1768912741636,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":26,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,7,27]],"date-time":"2021-07-27T00:00:00Z","timestamp":1627344000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,7,27]]},"DOI":"10.1145\/3477145.3477162","type":"proceedings-article","created":{"date-parts":[[2021,10,13]],"date-time":"2021-10-13T14:38:20Z","timestamp":1634135900000},"page":"1-4","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":10,"title":["MNIST classification using Neuromorphic Nanowire Networks"],"prefix":"10.1145","author":[{"given":"Ruomin","family":"Zhu","sequence":"first","affiliation":[{"name":"The University of Sydney"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alon","family":"Loeffler","sequence":"additional","affiliation":[{"name":"The University of Sydney"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joel","family":"Hochstetter","sequence":"additional","affiliation":[{"name":"The University of Sydney"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Adrian","family":"Diaz-Alvarez","sequence":"additional","affiliation":[{"name":"International Center for Materials Nanoarchitectonics (WPI-MANA), National Institute for Materials Science (NIMS)"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tomonobu","family":"Nakayama","sequence":"additional","affiliation":[{"name":"International Center for Materials Nanoarchitectonics (WPI-MANA), National Institute for Materials Science (NIMS)"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Adam","family":"Stieg","sequence":"additional","affiliation":[{"name":"University of California, Los Angeles"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"James","family":"Gimzewski","sequence":"additional","affiliation":[{"name":"University of California, Los Angeles"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joseph","family":"Lizier","sequence":"additional","affiliation":[{"name":"The University of Sydney"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zdenka","family":"Kuncic","sequence":"additional","affiliation":[{"name":"The University of Sydney"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2021,10,13]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0042772"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1039\/C4NR02338B"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12064-011-0146-8"},{"key":"e_1_3_2_1_4_1","volume-title":"An Introduction to Transfer Entropy: Information Flow in Complex Systems","author":"Bossomaier Terry","unstructured":"Terry Bossomaier , Lionel Barnett , Michael Harr\u00e9 , and Joseph\u00a0 T. Lizier . 2016. An Introduction to Transfer Entropy: Information Flow in Complex Systems . Springer International Publishing . https:\/\/doi.org\/10.1007\/978-3-319-43222-9 Terry Bossomaier, Lionel Barnett, Michael Harr\u00e9, and Joseph\u00a0T. Lizier. 2016. An Introduction to Transfer Entropy: Information Flow in Complex Systems. Springer International Publishing. https:\/\/doi.org\/10.1007\/978-3-319-43222-9"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1063\/1.5140579"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-51330-6"},{"key":"e_1_3_2_1_7_1","volume-title":"Reservoir Computing with Neuromemristive Nanowire Networks. In 2020 International Joint Conference on Neural Networks (IJCNN). 1\u20138. https:\/\/doi.org\/10","author":"Fu Kaiwei","year":"2020","unstructured":"Kaiwei Fu , Ruomin Zhu , Alon Loeffler , Joel Hochstetter , Adrian Diaz-Alvarez , Adam Stieg , James Gimzewski , Tomonobu Nakayama , and Zdenka Kuncic . 2020 . Reservoir Computing with Neuromemristive Nanowire Networks. In 2020 International Joint Conference on Neural Networks (IJCNN). 1\u20138. https:\/\/doi.org\/10 .1109\/IJCNN48605.2020.9207727 Kaiwei Fu, Ruomin Zhu, Alon Loeffler, Joel Hochstetter, Adrian Diaz-Alvarez, Adam Stieg, James Gimzewski, Tomonobu Nakayama, and Zdenka Kuncic. 2020. Reservoir Computing with Neuromemristive Nanowire Networks. In 2020 International Joint Conference on Neural Networks (IJCNN). 1\u20138. https:\/\/doi.org\/10.1109\/IJCNN48605.2020.9207727"},{"key":"e_1_3_2_1_8_1","volume-title":"Neocognitron: A self-organizing neural network model for a mechanism of visual pattern recognition. In Competition and cooperation in neural nets","author":"Fukushima Kunihiko","year":"1982","unstructured":"Kunihiko Fukushima and Sei Miyake . 1982 . Neocognitron: A self-organizing neural network model for a mechanism of visual pattern recognition. In Competition and cooperation in neural nets . Springer , 267\u2013285. Kunihiko Fukushima and Sei Miyake. 1982. Neocognitron: A self-organizing neural network model for a mechanism of visual pattern recognition. In Competition and cooperation in neural nets. Springer, 267\u2013285."},{"key":"e_1_3_2_1_9_1","volume-title":"Learning Deep Representations by Mutual Information Estimation and Maximization. arXiv:1808.06670","author":"Hjelm Devon","year":"2019","unstructured":"R.\u00a0 Devon Hjelm , Alex Fedorov , Samuel Lavoie-Marchildon , Karan Grewal , Phil Bachman , Adam Trischler , and Yoshua Bengio . 2019. Learning Deep Representations by Mutual Information Estimation and Maximization. arXiv:1808.06670 ( 2019 ). R.\u00a0Devon Hjelm, Alex Fedorov, Samuel Lavoie-Marchildon, Karan Grewal, Phil Bachman, Adam Trischler, and Yoshua Bengio. 2019. Learning Deep Representations by Mutual Information Estimation and Maximization. arXiv:1808.06670 (2019)."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-021-24260-z"},{"key":"e_1_3_2_1_11_1","volume-title":"Neuromorphic Information Processing with Nanowire Networks. In 2020 IEEE International Symposium on Circuits and Systems (ISCAS). 1\u20135. https:\/\/doi.org\/10","author":"Kuncic Zdenka","year":"2020","unstructured":"Zdenka Kuncic , Omid Kavehei , Ruomin Zhu , Alon Loeffler , Kaiwei Fu , Joel Hochstetter , Mike Li , James\u00a0 M. Shine , Adrian Diaz-Alvarez , Adam Stieg , James Gimzewski , and Tomonobu Nakayama . 2020 . Neuromorphic Information Processing with Nanowire Networks. In 2020 IEEE International Symposium on Circuits and Systems (ISCAS). 1\u20135. https:\/\/doi.org\/10 .1109\/ISCAS45731.2020.9181034 Zdenka Kuncic, Omid Kavehei, Ruomin Zhu, Alon Loeffler, Kaiwei Fu, Joel Hochstetter, Mike Li, James\u00a0M. Shine, Adrian Diaz-Alvarez, Adam Stieg, James Gimzewski, and Tomonobu Nakayama. 2020. Neuromorphic Information Processing with Nanowire Networks. In 2020 IEEE International Symposium on Circuits and Systems (ISCAS). 1\u20135. https:\/\/doi.org\/10.1109\/ISCAS45731.2020.9181034"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/NANO.2018.8626236"},{"key":"e_1_3_2_1_13_1","first-page":"1894234","article-title":"Neuromorphic nanowire networks: principles, progress and future prospects for neuro-inspired information processing","author":"Kuncic Zdenka","year":"2021","unstructured":"Zdenka Kuncic and Tomonobu Nakayama . 2021 . Neuromorphic nanowire networks: principles, progress and future prospects for neuro-inspired information processing . Advances in Physics : X 6, 1 (2021), 1894234 . Zdenka Kuncic and Tomonobu Nakayama. 2021. Neuromorphic nanowire networks: principles, progress and future prospects for neuro-inspired information processing. Advances in Physics: X 6, 1 (2021), 1894234.","journal-title":"Advances in Physics"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1002\/adfm.202003679"},{"key":"e_1_3_2_1_16_1","volume-title":"JIDT: An Information-Theoretic Toolkit for Studying the Dynamics of Complex Systems. Frontiers in Robotics and AI 1","author":"Lizier T.","year":"2014","unstructured":"Joseph\u00a0 T. Lizier . 2014 . JIDT: An Information-Theoretic Toolkit for Studying the Dynamics of Complex Systems. Frontiers in Robotics and AI 1 (2014). https:\/\/doi.org\/10.3389\/frobt.2014.00011 Joseph\u00a0T. Lizier. 2014. JIDT: An Information-Theoretic Toolkit for Studying the Dynamics of Complex Systems. Frontiers in Robotics and AI 1 (2014). https:\/\/doi.org\/10.3389\/frobt.2014.00011"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2012.04.016"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2020.00184"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-018-05517-6"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1002\/aisy.202000096"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1063\/1.5037817"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.85.461"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"crossref","unstructured":"James\u00a0M. Shine Mike Li Oluwasanmi Koyejo Ben Fulcher and Joseph\u00a0T. Lizier. 2020. Topological Augmentation of Latent Information Streams in Feed-Forward Neural Networks. Preprint. https:\/\/doi.org\/10.1101\/2020.09.30.321679  James\u00a0M. Shine Mike Li Oluwasanmi Koyejo Ben Fulcher and Joseph\u00a0T. Lizier. 2020. Topological Augmentation of Latent Information Streams in Feed-Forward Neural Networks. Preprint. https:\/\/doi.org\/10.1101\/2020.09.30.321679","DOI":"10.1101\/2020.09.30.321679"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1002\/adma.201103053"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-92170-7"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICRC2020.2020.00007"}],"event":{"name":"ICONS 2021: International Conference on Neuromorphic Systems 2021","location":"Knoxville TN USA","acronym":"ICONS 2021"},"container-title":["International Conference on Neuromorphic Systems 2021"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3477145.3477162","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3477145.3477162","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:49:03Z","timestamp":1750193343000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3477145.3477162"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7,27]]},"references-count":26,"alternative-id":["10.1145\/3477145.3477162","10.1145\/3477145"],"URL":"https:\/\/doi.org\/10.1145\/3477145.3477162","relation":{},"subject":[],"published":{"date-parts":[[2021,7,27]]},"assertion":[{"value":"2021-10-13","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}