Louis-Alexandre Leger

A data analysis investigation into the influence of actors on movie success, while also examining the potential confounding factors within the IMDB dataset.

Comparison of Vision Transformers versus Convolutional Neural Networks, modulating network complexity proportional to the number of learnable parameters, attention weights visualization, "patch-mer" image tokenization.

Deep learning for semantic segmentation of roads. Exploring different neural network architectures such as VGG16, U-Net and DeeplabV3.

fMRI motion correction analysis, fMRI functional connectivity & muscle synergy stability in EMG data with BSS comparison.

Regression analysis on population SNP data accounting for group correlations to discern SNP association with cardiovascular phenotype.

Optimization anaylsis of zero order versus first order SGD, with exploration of hybrid methods to by pass gradient computation.

Creation of homemade VR system with stereo distance calculation, blob detection & google cardboard device.