1 code implementation • 31 Mar 2022 • Christian Eichenberger, Moritz Neun, Henry Martin, Pedro Herruzo, Markus Spanring, Yichao Lu, Sungbin Choi, Vsevolod Konyakhin, Nina Lukashina, Aleksei Shpilman, Nina Wiedemann, Martin Raubal, Bo wang, Hai L. Vu, Reza Mohajerpoor, Chen Cai, Inhi Kim, Luca Hermes, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling, Alabi Bojesomo, Hasan Al Marzouqi, Panos Liatsis, Jay Santokhi, Dylan Hillier, Yiming Yang, Joned Sarwar, Anna Jordan, Emil Hewage, David Jonietz, Fei Tang, Aleksandra Gruca, Michael Kopp, David Kreil, Sepp Hochreiter
The IARAI Traffic4cast competitions at NeurIPS 2019 and 2020 showed that neural networks can successfully predict future traffic conditions 1 hour into the future on simply aggregated GPS probe data in time and space bins.
1 code implementation • 21 Oct 2021 • Jay Santokhi, Dylan Hillier, Yiming Yang, Joned Sarwar, Anna Jordan, Emil Hewage
The landscape of city-wide mobility behaviour has altered significantly over the past 18 months.
no code implementations • 25 Nov 2020 • Jay Santokhi, Pankaj Daga, Joned Sarwar, Anna Jordan, Emil Hewage
Finding sustainable and novel solutions to predict city-wide mobility behaviour is an ever-growing problem given increased urban complexity and growing populations.
no code implementations • NeurIPS Workshop Neuro_AI 2019 • Thomas J Hardcastle, Susannah Lee, Lorenz Wernisch, Pascal Fortier-Poisson, Sudha Shunmugam, Kalon Hewage, Tris Edwards, Oliver Armitage, Emil Hewage
The peripheral nervous system represents the input/output system for the brain.