Articles avec mandats d'accès public - Laurence AitchisonEn savoir plus
Disponibles quelque part : 24
With or without you: predictive coding and Bayesian inference in the brain
L Aitchison, M Lengyel
Current opinion in neurobiology 46, 219-227, 2017
Exigences : Wellcome Trust
Understanding the effectiveness of government interventions against the resurgence of COVID-19 in Europe
M Sharma, S Mindermann, C Rogers-Smith, G Leech, B Snodin, J Ahuja, ...
Nature communications 12 (1), 5820, 2021
Exigences : Academy of Medical Sciences, UK, UK Biotechnology and Biological Sciences …
Doubly Bayesian analysis of confidence in perceptual decision-making
L Aitchison, D Bang, B Bahrami, PE Latham
PLoS computational biology 11 (10), e1004519, 2015
Exigences : European Commission
Cortical-like dynamics in recurrent circuits optimized for sampling-based probabilistic inference
R Echeveste, L Aitchison, G Hennequin, M Lengyel
Nature neuroscience 23 (9), 1138-1149, 2020
Exigences : Wellcome Trust, Human Frontier Science Program
Confidence matching in group decision-making
D Bang, L Aitchison, R Moran, S Herce Castanon, B Rafiee, A Mahmoodi, ...
Nature Human Behaviour 1 (6), 0117, 2017
Exigences : Wellcome Trust, European Commission
Mask wearing in community settings reduces SARS-CoV-2 transmission
G Leech, C Rogers-Smith, JT Monrad, JB Sandbrink, B Snodin, R Zinkov, ...
Proceedings of the National Academy of Sciences 119 (23), e2119266119, 2022
Exigences : Bill & Melinda Gates Foundation, US National Institutes of Health, Academy …
Synaptic plasticity as Bayesian inference
L Aitchison, J Jegminat, JA Menendez, JP Pfister, A Pouget, PE Latham
Nature Neuroscience, 1-7, 2021
Exigences : Fonds national suisse, Wellcome Trust
Zipf’s law arises naturally when there are underlying, unobserved variables
L Aitchison, N Corradi, PE Latham
PLoS computational biology 12 (12), e1005110, 2016
Exigences : US National Institutes of Health
The Hamiltonian brain: Efficient probabilistic inference with excitatory-inhibitory neural circuit dynamics
L Aitchison, M Lengyel
PLoS computational biology 12 (12), e1005186, 2016
Exigences : Wellcome Trust
Fast sampling-based inference in balanced neuronal networks
G Hennequin, L Aitchison, M Lengyel
Advances in neural information processing systems 27, 2014
Exigences : Fonds national suisse, Wellcome Trust
Active dendritic integration as a mechanism for robust and precise grid cell firing
C Schmidt-Hieber, G Toleikyte, L Aitchison, A Roth, BA Clark, T Branco, ...
Nature neuroscience 20 (8), 1114-1121, 2017
Exigences : UK Biotechnology and Biological Sciences Research Council, UK Medical …
Global inducing point variational posteriors for Bayesian neural networks and deep Gaussian processes
SW Ober, L Aitchison
International Conference on Machine Learning, 8248-8259, 2021
Exigences : Bill & Melinda Gates Foundation
Deep kernel processes
L Aitchison, A Yang, SW Ober
International Conference on Machine Learning, 130-140, 2021
Exigences : Bill & Melinda Gates Foundation
Position paper: Bayesian deep learning in the age of large-scale ai
T Papamarkou, M Skoularidou, K Palla, L Aitchison, J Arbel, D Dunson, ...
arXiv e-prints, arXiv: 2402.00809, 2024
Exigences : US National Science Foundation, US Department of Energy, German Research …
Data augmentation in Bayesian neural networks and the cold posterior effect
S Nabarro, S Ganev, A Garriga-Alonso, V Fortuin, M van der Wilk, ...
Uncertainty in Artificial Intelligence, 1434-1444, 2022
Exigences : Fonds national suisse
BNNpriors: A library for Bayesian neural network inference with different prior distributions
V Fortuin, A Garriga-Alonso, M van der Wilk, L Aitchison
Software Impacts 9, 100079, 2021
Exigences : UK Engineering and Physical Sciences Research Council
Deep learning for downscaling tropical cyclone rainfall to hazard‐relevant spatial scales
E Vosper, P Watson, L Harris, A McRae, R Santos‐Rodriguez, L Aitchison, ...
Journal of Geophysical Research: Atmospheres 128 (10), e2022JD038163, 2023
Exigences : UK Natural Environment Research Council, European Commission, UK Research …
Touchsdf: A deepsdf approach for 3d shape reconstruction using vision-based tactile sensing
M Comi, Y Lin, A Church, A Tonioni, L Aitchison, NF Lepora
IEEE Robotics and Automation Letters, 2024
Exigences : UK Engineering and Physical Sciences Research Council
Tensor Monte Carlo: particle methods for the GPU era
L Aitchison
NeurIPS, 2019
Exigences : Howard Hughes Medical Institute
A variational approximate posterior for the deep Wishart process
S Ober, L Aitchison
Advances in Neural Information Processing Systems 34, 6567-6579, 2021
Exigences : Bill & Melinda Gates Foundation
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