Journal: Proc. Natl. Acad. Sci. USA

Volume 117, Issue 52

32970 -- 32981Andrew K. Lampinen, James L. McClelland. Transforming task representations to perform novel tasks

Volume 117, Issue 50

31716 -- 31721Eric Jardine, Andrew M. Lindner, Gareth Owenson. The potential harms of the Tor anonymity network cluster disproportionately in free countries

Volume 117, Issue 48

30029 -- 30032Richard G. Baraniuk, David L. Donoho, Matan Gavish. The science of deep learning
30033 -- 30038Terrence J. Sejnowski. The unreasonable effectiveness of deep learning in artificial intelligence
30046 -- 30054Christopher D. Manning, Kevin Clark, John Hewitt, Urvashi Khandelwal, Omer Levy. Emergent linguistic structure in artificial neural networks trained by self-supervision
30071 -- 30078David Bau, Jun-Yan Zhu, Hendrik Strobelt, Àgata Lapedriza, Bolei Zhou, Antonio Torralba 0001. Understanding the role of individual units in a deep neural network
30079 -- 30087André Barreto, Shaobo Hou, Diana Borsa, David Silver, Doina Precup. Fast reinforcement learning with generalized policy updates
30096 -- 30100Jon M. Kleinberg, Jens Ludwig, Sendhil Mullainathan, Cass R. Sunstein. Algorithms as discrimination detectors

Volume 117, Issue 47

29390 -- 29397Maithilee Kunda. AI, visual imagery, and a case study on the challenges posed by human intelligence tests

Volume 117, Issue 45

28412 -- 28421Hannes Rapp, Martin Paul Nawrot. A spiking neural program for sensorimotor control during foraging in flying insects

Volume 117, Issue 44

27162 -- 27170Adityanarayanan Radhakrishnan, Mikhail Belkin, Caroline Uhler. Overparameterized neural networks implement associative memory

Volume 117, Issue 43

26639 -- 26650Sri Krishna Vadlamani, Tianyao Patrick Xiao, Eli Yablonovitch. Physics successfully implements Lagrange multiplier optimization

Volume 117, Issue 42

26398 -- 26405Davide Valeriani, Kristina Simonyan. A microstructural neural network biomarker for dystonia diagnosis identified by a DystoniaNet deep learning platform

Volume 117, Issue 41

25195 -- 25197Roger Guimerà. One model to rule them all in network science?

Volume 117, Issue 40

24709 -- 24719Shinjini Kundu, Beth G. Ashinsky, Mustapha Bouhrara, Erik B. Dam, Shadpour Demehri, Mohammad Shifat-E.-Rabbi, Richard G. Spencer, Kenneth L. Urish, Gustavo K. Rohde. Enabling early detection of osteoarthritis from presymptomatic cartilage texture maps via transport-based learning

Volume 117, Issue 4

1853 -- 1859Sam Kriegman, Douglas Blackiston, Michael Levin, Josh Bongard. A scalable pipeline for designing reconfigurable organisms

Volume 117, Issue 38

23393 -- 23400Amir Ghasemian, Homa Hosseinmardi, Aram Galstyan, Edoardo M. Airoldi, Aaron Clauset. Stacking models for nearly optimal link prediction in complex networks

Volume 117, Issue 37

22623 -- 22625Adam Mann. Core Concept: Nascent exascale supercomputers offer promise, present challenges
22743 -- 22751Ethan Fetaya, Yonatan Lifshitz, Elad Aaron, Shai Gordin. Restoration of fragmentary Babylonian texts using recurrent neural networks

Volume 117, Issue 34

20372 -- 0Ourania Semelidou, Efthimios M. C. Skoulakis. Drosophila olfactory habituation
20373 -- 20374Yang Shen, Sanjoy Dasgupta, Saket Navlakha. Reply to Semelidou and Skoulakis: "Short-term" habituation has multiple distinct mechanisms

Volume 117, Issue 30

17491 -- 17498David Harel, Assaf Marron, Joseph Sifakis. Autonomics: In search of a foundation for next-generation autonomous systems

Volume 117, Issue 29

16961 -- 16968Justin Chu, Hamid Mohamadi, Emre Erhan, Jeffery Tse, Readman Chiu, Sarah Yeo, Inanç Birol. Mismatch-tolerant, alignment-free sequence classification using multiple spaced seeds and multiindex Bloom filters

Volume 117, Issue 23

12719 -- 12728Zuzanna Kosowska-Stamirowska. Network effects govern the evolution of maritime trade

Volume 117, Issue 22

12402 -- 12410Yang Shen, Sanjoy Dasgupta, Saket Navlakha. Habituation as a neural algorithm for online odor discrimination

Volume 117, Issue 2

793 -- 795Stephen Ornes. Science and Culture: How a conference focused on algorithms balances serious math with computational whimsy

Volume 117, Issue 19

10165 -- 10171Kokil Jaidka, Salvatore Giorgi, H. Andrew Schwartz, Margaret L. Kern, Lyle H. Ungar, Johannes C. Eichstaedt. Estimating geographic subjective well-being from Twitter: A comparison of dictionary and data-driven language methods

Volume 117, Issue 18

9741 -- 9746Rushil Anirudh, Jayaraman J. Thiagarajan, Peer-Timo Bremer, Brian K. Spears. Improved surrogates in inertial confinement fusion with manifold and cycle consistencies

Volume 117, Issue 17

9208 -- 9215Manuel Blum 0001, Santosh S. Vempala. The complexity of human computation via a concrete model with an application to passwords

Volume 117, Issue 15

8344 -- 8352Aloni Cohen, Kobbi Nissim. Towards formalizing the GDPR's notion of singling out

Volume 117, Issue 14

7555 -- 7557Iyad Rahwan, Jacob W. Crandall, Jean-François Bonnefon. Intelligent machines as social catalysts
7684 -- 7689Allison Koenecke, Andrew Nam, Emily Lake, Joe Nudell, Minnie Quartey, Zion Mengesha, Connor Toups, John R. Rickford, Dan Jurafsky, Sharad Goel. Racial disparities in automated speech recognition

Volume 117, Issue 12

6370 -- 6375Margaret Traeger, Sarah Strohkorb Sebo, Malte F. Jung, Brian Scassellati, Nicholas A. Christakis. Vulnerable robots positively shape human conversational dynamics in a human-robot team

Volume 117, Issue 11

5624 -- 5630Giulia Fanti, Nina Holden, Yuval Peres, Gireeja Ranade. Communication cost of consensus for nodes with limited memory
5631 -- 5637C. Seshadhri, Aneesh Sharma, Andrew Stolman, Ashish Goel. The impossibility of low-rank representations for triangle-rich complex networks

Volume 117, Issue 10

5176 -- 5183Sophie Nightingale, Hany Farid. Assessing the reliability of a clothing-based forensic identification

Volume 117, Issue 1

161 -- 170Carlo Baldassi, Fabrizio Pittorino, Riccardo Zecchina. Shaping the learning landscape in neural networks around wide flat minima