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Nicolás I. Tapia Rivas's Projects

bayesianestimation icon bayesianestimation

A practical study on bayesian estimation using Kalman Filter (Linear and Extended) and Particle Filter (SIR)

cmorlet-tensorflow icon cmorlet-tensorflow

A TensorFlow implementation of the Continous Wavelet Transform based on the complex Morlet wavelet.

detoks icon detoks

Detection of K-complexes and Sleep Spindles (DETOKS) using Sparse Optimization for sleep EEG

entropy icon entropy

Entropy and Mutual Information Estimation

factorvae icon factorvae

A TensorFlow implementation of FactorVAE, proposed in "Disentangling by Factorising" by Kim et al.

inversekinematics icon inversekinematics

Solving the inverse kinematic problem of a serial robotic arm using genetic algorithms

mcsleep icon mcsleep

Multichannel Sleep Spindle Detector for sleep EEG

niftynet icon niftynet

An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

receptive-field icon receptive-field

Compute the theoretical/analytical receptive field of deep neural networks in plain Python.

sleep-eeg-event-detector icon sleep-eeg-event-detector

Sleep EEG Event Detector (SEED) model, a deep learning-based detector of sleep spindles and K-complexes

sleep-rnn icon sleep-rnn

Master's thesis research code for automatic detection of sleep events using deep recurrent neural networks (very messy, prefer the cleaner Sleep-EEG-Event-Detector repo).

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