GitHub

Implementation of MLP with Backpropagation for Multiclassification

+## Theory: A multilayer perceptron (MLP) is a feedforward artificial neural network that generates a set of outputs from a set of inputs. An MLP is characterized by several layers of input nodes ...
IEEE

PicoSleepNet: An Ultra Lightweight Sleep Stage Classification by Spike Neural Network Using Single-Channel EEG Signal

Abstract: This study introduces PicoSleepNet, an ultra-lightweight sleep stage classification method that utilizes a spiking neural network (SNN) with single-channel electroencephalogram (EEG) signals ...
GitHub

GitHub - TristanRast/nvidia-portfolio-diversification: Identifying non-correlated stocks to NVIDIA for portfolio diversification · GitHub

This project analyzes historical stock correlations to identify stocks that can effectively diversify portfolio risk for investors holding NVIDIA (NVDA). Using 5 years of daily price data (2021-2026), ...
IEEE

A Multi-Modal Approach for the Molecular Subtype Classification of Breast Cancer by Using Vision Transformer and Novel SVM Polyvariant Kernel

Abstract: Accurate classification of breast cancer into distinct molecular subtypes is crucial for personalized treatment and improved patient outcomes. Despite advancements in machine learning, ...