1 code implementation • 5 Jan 2021 • Mengmi Zhang, Marcelo Armendariz, Will Xiao, Olivia Rose, Katarina Bendtz, Margaret Livingstone, Carlos Ponce, Gabriel Kreiman
Primates constantly explore their surroundings via saccadic eye movements that bring different parts of an image into high resolution.
no code implementations • 11 Nov 2020 • Li Yuan, Will Xiao, Giorgia Dellaferrera, Gabriel Kreiman, Francis E. H. Tay, Jiashi Feng, Margaret S. Livingstone
Here we propose an array of methods for creating minimal, targeted image perturbations that lead to changes in both neuronal activity and perception as reflected in behavior.
1 code implementation • 1 May 2019 • Will Xiao, Gabriel Kreiman
To circumvent this problem, we developed a method for gradient-free activation maximization by combining a generative neural network with a genetic algorithm.
2 code implementations • ICLR 2019 • Will Xiao, Honglin Chen, Qianli Liao, Tomaso Poggio
These results complement the study by Bartunov et al. (2018), and establish a new benchmark for future biologically plausible learning algorithms on more difficult datasets and more complex architectures.