24 citations · 32 across the 7 of their papers we have counts for
7 papers
Neural Estimation of Pairwise Mutual Information in Masked Discrete Sequence Models
Jai Sharma, Yifan Wang, Bryan Li
Understanding dependencies between variables is critical for interpretability and efficient generation in masked diffusion models (MDMs), yet these models primarily expose marginal…
Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos
Polina Turishcheva, Paul G. Fahey, Michaela Vystrčilová +22
Understanding how biological visual systems process information is challenging because of the nonlinear relationship between visual input and neuronal responses. Artificial neural…
Wearable data from subjects playing Super Mario, sitting university exams, or performing physical exercise help detect acute mood episodes via self-supervised learning
Filippo Corponi, Bryan M. Li, Gerard Anmella +13
Personal sensing, leveraging data passively and near-continuously collected with wearables from patients in their ecological environment, is a promising paradigm to monitor mood di…
V1T: large-scale mouse V1 response prediction using a Vision Transformer
Bryan M. Li, Isabel M. Cornacchia, Nathalie L. Rochefort +1
Accurate predictive models of the visual cortex neural response to natural visual stimuli remain a challenge in computational neuroscience. In this work, we introduce V1T, a novel…
Neuronal Learning Analysis using Cycle-Consistent Adversarial Networks
Bryan M. Li, Theoklitos Amvrosiadis, Nathalie Rochefort +1
Understanding how activity in neural circuits reshapes following task learning could reveal fundamental mechanisms of learning. Thanks to the recent advances in neural imaging tech…
Synthesising Realistic Calcium Traces of Neuronal Populations Using GAN
Bryan M. Li, Theoklitos Amvrosiadis, Nathalie Rochefort +1
Calcium imaging has become a powerful and popular technique to monitor the activity of large populations of neurons in vivo. However, for ethical considerations and despite recent…