GitHub

README.md

This Python Script reads in the data from the MNIST database and trains a four layer feed forward network via backpropagation and stochastic gradient descent to recognize the digit displayed in a ...
IEEE

An Efficient FPGA Implementation of Spiking Neural Networks for N-MNIST Classification

Spiking Neural Networks (SNNs) have emerged as a promising alternative to conventional Artificial Neural Networks (ANNs) due to their event-driven computation and potential for low-power processing.
GitHub

Statistical Machine Learning Showcase

This repository contains from-scratch implementations of fundamental statistical machine learning algorithms. The implementations are evaluated primarily on the MNIST digit classification dataset and ...