Evolving images for visual neurons using a deep generative network reveals coding principles and neuronal preferences CR Ponce, W Xiao, PF Schade, TS Hartmann, G Kreiman, MS Livingstone Cell 177 (4), 999-1009. e10, 2019 | 166 | 2019 |
Biologically-plausible learning algorithms can scale to large datasets W Xiao, H Chen, Q Liao, T Poggio arXiv preprint arXiv:1811.03567, 2018 | 57 | 2018 |
Efficacy of gene therapy is dependent on disease progression in dystrophic mice with mutations in the FKRP gene CH Vannoy, W Xiao, P Lu, X Xiao, QL Lu Molecular Therapy-Methods & Clinical Development 5, 31-42, 2017 | 28 | 2017 |
XDream: Finding preferred stimuli for visual neurons using generative networks and gradient-free optimization W Xiao, G Kreiman PLoS computational biology 16 (6), e1007973, 2020 | 15* | 2020 |
Look twice: A generalist computational model predicts return fixations across tasks and species M Zhang, M Armendariz, W Xiao, O Rose, K Bendtz, M Livingstone, ... PLOS Computational Biology 18 (11), e1010654, 2022 | 6 | 2022 |
Face neurons encode nonsemantic features A Bardon, W Xiao, CR Ponce, MS Livingstone, G Kreiman Proceedings of the National Academy of Sciences 119 (16), e2118705119, 2022 | 4 | 2022 |
Fooling the primate brain with minimal, targeted image manipulation L Yuan, W Xiao, G Dellaferrera, G Kreiman, FEH Tay, J Feng, ... arXiv preprint arXiv:2011.05623, 2020 | 4* | 2020 |
Macaque Ventral Visual Responses to Diverse Stimuli and during Natural Vision W Xiao Harvard University, 2023 | | 2023 |
Out of sight, out of mind: Responses in primate ventral visual cortex track individual fixations during natural vision W Xiao, S Sharma, G Kreiman, M Livignstone bioRxiv, 2023.02. 08.527666, 2023 | | 2023 |
Do computational models of vision need shape-based representations? Evidence from an individual with intriguing visual perceptions M Armendariz, W Xiao, K Vinken, G Kreiman Cognitive Neuropsychology 39 (1-2), 75-77, 2022 | | 2022 |
Age-Dependent Response to FKRP Gene Transfer CH Vannoy, W Xiao, P Lu, X Xiao, QL Lu MOLECULAR THERAPY 25 (5), 101-101, 2017 | | 2017 |