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Name: Joao Pereira
Type: User
Company: Imperial College London
Location: London
Name: Joao Pereira
Type: User
Company: Imperial College London
Location: London
This repository is used to store all work done on the final report and algorithms for the Adaptive Signal Processing & Machine Intelligence module at Imperial College London, 2020-2021.
This repository will serve for our project on brain machine interface algorithms
This repository will be used to explore the effect of anatomically strategic electrode placements and dense placements on cross-subject generalization
This repository will be used to implement ICA from scratch, and test out use-cases where its assumptions hold and cases where they do not.
Simulations and research exploration based on our research visit at the University of Maribor
This repository will be used for all algorithm development, simulations and exploration required for my final year project: "A Mapping Between The Variational Renormalization Group and Deep Learning". This will include the exploration of RBMs/DBNs/DBMs models, MC simulations of the Ising Model, training on simulated data and carrying out statistical analysis on the results obtained.
This repo will be used to store a tutorial for handcoding using PyTorch RNN, LSTM and GRU cells, as well as networks based on these cells.
This repository will be used for the development of scripts/protocols in Matlab and Python for EMG acquisition with the NeuroSens sleeve
This repository will be used to explore the effectiveness of the extraction of activity hotspot locations as EMG features for gesture classification
This repository will be used to take notes and carry out practice exercises for the Stanford "Graph Learning Workshop" from 2022.
This repository is used to store my work to the Titanic prediction challenge on Kaggle.
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