Cognitive network science: A review of research on cognition through the lens of network representations, processes, and dynamics CSQ Siew, DU Wulff, NM Beckage, YN Kenett Complexity 2019 (1), 2108423, 2019 | 296 | 2019 |
Small worlds and semantic network growth in typical and late talkers N Beckage, L Smith, T Hills PlosOne 6 (5), e19348, 2011 | 251 | 2011 |
Multiplex lexical networks reveal patterns in early word acquisition in children M Stella, NM Beckage, M Brede Scientific reports 7 (1), 46730, 2017 | 130 | 2017 |
Multiplex model of mental lexicon reveals explosive learning in humans M Stella, NM Beckage, M Brede, M De Domenico Scientific reports 8 (1), 2259, 2018 | 114 | 2018 |
Language Networks as Models of Cognition: Understanding Cognition through Language NM Beckage, E Colunga Towards a Theoretical Framework for Analyzing Complex Linguistic Networks …, 2016 | 67 | 2016 |
Semantic network connectivity is related to vocabulary growth rate in children N Beckage, L Smith, T Hills Proceedings of the Annual Meeting of the Cognitive Science Society 32 (32), 2010 | 31 | 2010 |
Testing sequential patterns in human mate choice using speed dating N Beckage, PM Todd, L Penke, JB Asendorpf Proceedings of the 2009 cognitive science conference, 2365-2370, 2009 | 27 | 2009 |
Network growth modeling to capture individual lexical learning NM Beckage, E Colunga Complexity 2019 (1), 7690869, 2019 | 23 | 2019 |
Slower is better: revisiting the forgetting mechanism in LSTM for Slower information decay HYS Chien, JS Turek, N Beckage, VA Vo, CJ Honey, TL Willke arXiv preprint arXiv:2105.05944, 2021 | 16 | 2021 |
Modeling Lexical Acquisition Through Networks N Beckage, A Aguilar, E Colunga Proceedings of the 37th Annual Conference of the Cognitive Science Society, 2015 | 14 | 2015 |
Cognitive network science: A new frontier YN Kenett, NM Beckage, CSQ Siew, DU Wulff | 13 | 2020 |
Context Matters: Recovering Human Semantic Structure from Machine Learning Analysis of Large‐Scale Text Corpora MC Iordan, T Giallanza, CT Ellis, NM Beckage, JD Cohen Cognitive science 46 (2), e13085, 2022 | 12 | 2022 |
An autocatalytic network model of conceptual change L Gabora, NM Beckage, M Steel Topics in Cognitive Science 14 (1), 163-188, 2022 | 10 | 2022 |
Flight test validation of a safety-critical neural network based longitudinal controller for a fixed-wing UAS D Shukla, R Lal, D Hauptman, SS Keshmiri, P Prabhakar, N Beckage AIAA Aviation 2020 Forum, 3093, 2020 | 10 | 2020 |
Route choice in individuals—semantic network navigation NM Beckage, M Steyvers, CT Butts Proceedings of the 34th Annual Conference of the Cognitive Science Society, 2012 | 10 | 2012 |
Imitation learning for neural network autopilot in fixed-wing unmanned aerial systems D Shukla, S Keshmiri, N Beckage 2020 International Conference on Unmanned Aircraft Systems (ICUAS), 1508-1517, 2020 | 9 | 2020 |
Selecting informative contexts improves language model finetuning R Antonello, N Beckage, J Turek, A Huth arXiv preprint arXiv:2005.00175, 2020 | 9 | 2020 |
Quantifying the role of vocabulary knowledge in predicting future word learning NM Beckage, MC Mozer, E Colunga IEEE Transactions on Cognitive and Developmental Systems 12 (2), 148-159, 2019 | 7 | 2019 |
Using the words toddlers know now to predict the words they will learn next NM Beckage, E Colunga Proceedings of the 35th Annual Conference of the Cognitive Science Society, 2013 | 7 | 2013 |
Do Humans Navigate via Random Walks? Modeling Navigation in a Semantic Word Game. MI Fathan, EK Renfro, JL Austerweil, NM Beckage CogSci, 2018 | 5 | 2018 |