PinnedJuan VeraThe Beauty of FourierAn in depth look into principles & mathematics behind Fourier AnalysisJan 208Jan 208
PinnedJuan VeraL1 & L2 Regularization, plus DropoutPersonal notes and practical implementations from scratch.Jun 11Jun 11
PinnedJuan VerainIntuitionA Neural Network with Pure NumPyHere’s how to build a neural network to classify digits from the MNIST dataset.Mar 121Mar 121
PinnedJuan VerainIntuitionDeep Recurrent Neural Networks for Electroencephalography AnalysisOn the application of Deep Learning to Enhance Clinical EEG Analysis.Feb 12Feb 12
Juan VerainIntuitionCoding a NeuronBuilding a simple logistic regression model from first principlesApr 16Apr 16
Juan VeraUsing MNE to Characterize ADHD.Attention Deficit Hyperactivity Disorder (ADHD) is a neurodevelopmental disorder, affecting millions of children and adults worldwide.Dec 28, 2023Dec 28, 2023
Juan VeraHow to Supercharge your Mind with a Neurofeedback System.SUPERCHARGE YOUR FOCUSNov 24, 20231Nov 24, 20231
Juan VeraElectrophysiology and Electroencephalography | A Paper ReviewI read this research paper on Electroencephalography (EEG). These are my repurposed notes and takeaways in article/blog format. I’m…Nov 15, 2023Nov 15, 2023
Juan VeraHarnessing the Focus Power of our Brain. With EEG Indices and Machine Learning?Oct 29, 2023Oct 29, 2023