Publications

This section contains publications published by ISI over the past several decades.

2020

Neural network training with approximate logarithmic computations

Arnab Sanyal, Peter A Beerel, Keith M Chugg
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …,  2020

Saving power by converting flip-flop to 3-phase latch-based designs

Huimei Cheng, Xi Li, Yichen Gu, Peter A Beerel
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 574-579,  2020

Pre-defined sparsity for low-complexity convolutional neural networks

Souvik Kundu, Mahdi Nazemi, Massoud Pedram, Keith M Chugg, Peter A Beerel
IEEE Transactions on Computers 69 (7), 1045-1058,  2020

A theoretical foundation for timing synchronous systems using asynchronous structures

Ramy N Tadros, Peter A Beerel
ACM Transactions on Design Automation of Electronic Systems (TODAES) 25 (2 …,  2020

Exploring Complexity Reduction in Deep Learning

Sourya Dey
University of Southern California,  2020

Achieving balanced execution through runtime detection of performance variation

BJ Kocoloski, L Piga, W Huang, I Paul
US Patent 10,613,957,  2020

Cybersecurity research for the future

Terry Benzel
Communications of the ACM 64 (1), 26-28,  2020

IEEE Euro S&P: The Younger Sibling Across the Pond Following in Oakland's Footsteps

Terry Benzel, Frank Stajano
Institute of Electrical and Electronics Engineers (IEEE),  2020

Semantic Workflows and Machine Learning for the Assessment of Carbon Storage by Urban Trees

Juan Carrillo, Daniel Garijo, Mark Crowley, Rober Carrillo, Yolanda Gil, Katherine Borda
arXiv preprint arXiv:2009.10263,  2020

Keynote Speaker: Yolanda Gil

Yolanda Gil
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …,  2020

Embedding the Scientific Record on the Web: Towards Automating Scientific Discoveries

Yolanda Gil
Proceedings of The Web Conference 2020, 3140-3140,  2020

ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries

Paul M Thompson, Neda Jahanshad, Christopher RK Ching, Lauren E Salminen, Sophia I Thomopoulos, Joanna Bright, Bernhard T Baune, Sara Bertolín, Janita Bralten, Willem B Bruin, Robin Bülow, Jian Chen, Yann Chye, Udo Dannlowski, Carolien GF De Kovel, Gary Donohoe, Lisa T Eyler, Stephen V Faraone, Pauline Favre, Courtney A Filippi, Thomas Frodl, Daniel Garijo, Yolanda Gil, Hans J Grabe, Katrina L Grasby, Tomas Hajek, Laura KM Han, Sean N Hatton, Kevin Hilbert, Tiffany C Ho, Laurena Holleran, Georg Homuth, Norbert Hosten, Josselin Houenou, Iliyan Ivanov, Tianye Jia, Sinead Kelly, Marieke Klein, Jun Soo Kwon, Max A Laansma, Jeanne Leerssen, Ulrike Lueken, Abraham Nunes, Joseph O’ Neill, Nils Opel, Fabrizio Piras, Federica Piras, Merel C Postema, Elena Pozzi, Natalia Shatokhina, Carles Soriano-Mas, Gianfranco Spalletta, Daqiang Sun, Alexander Teumer, Amanda K Tilot, Leonardo Tozzi, Celia Van der Merwe, Eus JW Van Someren, Guido A Van Wingen, Henry Völzke, Esther Walton, Lei Wang, Anderson M Winkler, Katharina Wittfeld, Margaret J Wright, Je-Yeon Yun, Guohao Zhang, Yanli Zhang-James, Bhim M Adhikari, Ingrid Agartz, Moji Aghajani, André Aleman, Robert R Althoff, Andre Altmann, Ole A Andreassen, David A Baron, Brenda L Bartnik-Olson, Janna Marie Bas-Hoogendam, Arielle R Baskin-Sommers, Carrie E Bearden, Laura A Berner, Premika SW Boedhoe, Rachel M Brouwer, Jan K Buitelaar, Karen Caeyenberghs, Charlotte AM Cecil, Ronald A Cohen, James H Cole, Patricia J Conrod, Stephane A De Brito, Sonja MC de Zwarte, Emily L Dennis, Sylvane Desrivieres, Danai Dima, Stefan Ehrlich, Carrie Esopenko, Graeme Fairchild, Simon E Fisher, Jean-Paul Fouche, Clyde Francks, Sophia Frangou, Barbara Franke, Hugh P Garavan, David C Glahn, Nynke A Groenewold, Tiril P Gurholt, Boris A Gutman, Tim Hahn, Ian H Harding, Dennis Hernaus, Derrek P Hibar, Frank G Hillary, Martine Hoogman, Hilleke E Hulshoff Pol, Maria Jalbrzikowski, George A Karkashadze, Eduard T Klapwijk, Rebecca C Knickmeyer, Peter Kochunov, Inga K Koerte, Xiang-Zhen Kong, Sook-Lei Liew, Alexander P Lin, Mark W Logue, Eileen Luders, Fabio Macciardi, Scott Mackey, Andrew R Mayer, Carrie R McDonald, Agnes B McMahon, Sarah E Medland, Gemma Modinos, Rajendra A Morey, Sven C Mueller, Pratik Mukherjee, Leyla Namazova-Baranova, Talia M Nir, Alexander Olsen, Peristera Paschou, Daniel S Pine, Fabrizio Pizzagalli, Miguel E Rentería, Jonathan D Rohrer, Philipp G Sämann, Lianne Schmaal, Gunter Schumann, Mark S Shiroishi, Sanjay M Sisodiya, Dirk JA Smit, Ida E Sønderby
Translational psychiatry 10 (1), 100,  2020

The genetic architecture of the human cerebral cortex

Katrina L Grasby, Neda Jahanshad, Jodie N Painter, Lucía Colodro-Conde, Janita Bralten, Derrek P Hibar, Penelope A Lind, Fabrizio Pizzagalli, Christopher RK Ching, Mary Agnes B McMahon, Natalia Shatokhina, Leo CP Zsembik, Sophia I Thomopoulos, Alyssa H Zhu, Lachlan T Strike, Ingrid Agartz, Saud Alhusaini, Marcio AA Almeida, Dag Alnæs, Inge K Amlien, Micael Andersson, Tyler Ard, Nicola J Armstrong, Allison Ashley-Koch, Joshua R Atkins, Manon Bernard, Rachel M Brouwer, Elizabeth EL Buimer, Robin Bülow, Christian Bürger, Dara M Cannon, Mallar Chakravarty, Qiang Chen, Joshua W Cheung, Baptiste Couvy-Duchesne, Anders M Dale, Shareefa Dalvie, Tânia K De Araujo, Greig I De Zubicaray, Sonja MC De Zwarte, Anouk Den Braber, Nhat Trung Doan, Katharina Dohm, Stefan Ehrlich, Hannah-Ruth Engelbrecht, Susanne Erk, Chun Chieh Fan, Iryna O Fedko, Sonya F Foley, Judith M Ford, Masaki Fukunaga, Melanie E Garrett, Tian Ge, Sudheer Giddaluru, Aaron L Goldman, Melissa J Green, Nynke A Groenewold, Dominik Grotegerd, Tiril P Gurholt, Boris A Gutman, Narelle K Hansell, Mathew A Harris, Marc B Harrison, Courtney C Haswell, Michael Hauser, Stefan Herms, Dirk J Heslenfeld, New Fei Ho, David Hoehn, Per Hoffmann, Laurena Holleran, Martine Hoogman, Jouke-Jan Hottenga, Masashi Ikeda, Deborah Janowitz, Iris E Jansen, Tianye Jia, Christiane Jockwitz, Ryota Kanai, Sherif Karama, Dalia Kasperaviciute, Tobias Kaufmann, Sinead Kelly, Masataka Kikuchi, Marieke Klein, Michael Knapp, Annchen R Knodt, Bernd Krämer, Max Lam, Thomas M Lancaster, Phil H Lee, Tristram A Lett, Lindsay B Lewis, Iscia Lopes-Cendes, Michelle Luciano, Fabio Macciardi, Andre F Marquand, Samuel R Mathias, Tracy R Melzer, Yuri Milaneschi, Nazanin Mirza-Schreiber, Jose CV Moreira, Thomas W Mühleisen, Bertram Müller-Myhsok, Pablo Najt, Soichiro Nakahara, Kwangsik Nho, Loes M Olde Loohuis, Dimitri Papadopoulos Orfanos, John F Pearson, Toni L Pitcher, Benno Pütz, Yann Quidé, Anjanibhargavi Ragothaman, Faisal M Rashid, William R Reay, Ronny Redlich, Céline S Reinbold, Jonathan Repple, Geneviève Richard, Brandalyn C Riedel, Shannon L Risacher, Cristiane S Rocha, Nina Roth Mota, Lauren Salminen, Arvin Saremi, Andrew J Saykin, Fenja Schlag, Lianne Schmaal, Peter R Schofield, Rodrigo Secolin, Chin Yang Shapland, Li Shen, Jean Shin, Elena Shumskaya, Ida E Sønderby, Emma Sprooten, Katherine E Tansey, Alexander Teumer, Anbupalam Thalamuthu, Diana Tordesillas-Gutiérrez, Jessica A Turner, Anne Uhlmann, Costanza Ludovica Vallerga, Dennis van Der Meer, Marjolein MJ Van Donkelaar, Liza Van Eijk, Theo GM Van Erp, Neeltje EM Van Haren, Daan Van Rooij
Science 367 (6484), eaay6690,  2020

The Transformative Potential of AI for Science

Yolanda Gil
2020 Annual Meeting,  2020

FAIR computational workflows

Carole Goble, Sarah Cohen-Boulakia, Stian Soiland-Reyes, Daniel Garijo, Yolanda Gil, Michael R Crusoe, Kristian Peters, Daniel Schober
Data Intelligence 2 (1-2), 108-121,  2020

Scalable parallel file write from a large numa system

Dong In D Kang, John Paul Walters, Stephen P Crago
HPEC,  2020

MrGCN: mirror graph convolution network for relation extraction with long-term dependencies

Xiao Guo, I Hsu, Wael AbdAlmageed, Premkumar Natarajan, Nanyun Peng
arXiv e-prints, arXiv: 2101.00124,  2020

Assessment of facial morphologic features in patients with congenital adrenal hyperplasia using deep learning

Wael AbdAlmageed, Hengameh Mirzaalian, Xiao Guo, Linda M Randolph, Veeraya K Tanawattanacharoen, Mitchell E Geffner, Heather M Ross, Mimi S Kim
JAMA network open 3 (11), e2022199-e2022199,  2020

Revealing true identity: Detecting makeup attacks in face-based biometric systems

Mohammad Amin Arab, Puria Azadi Moghadam, Mohamed Hussein, Wael Abd-Almageed, Mohamed Hefeeda
Proceedings of the 28th ACM International Conference on Multimedia, 3568-3576,  2020