djsaunde/spiketorch

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Created almost 7 years ago
Updated over 6 years ago

djsaunde/spiketorch

djsaunde

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Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this project.

lm-snn

Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.

rinns_python

generative

Working through "Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play" by David Foster

Jupyter Notebook

djsaunde.github.io

A simple personal webpage ¯\_(ツ)_/¯

bindsnet_foolbox

Modifying bits of foolbox to work for particular BindsNET experiments.

SRT_Task

A slightly modified version of the motor sequence task used in the COGNAC lab.

Kaggle-Competitions

Jupyter Notebook

gan

GAN implementations in PyTorch

pyml

Implementation of machine learning algorithms in Python

GenerativeDataAugmentation

code repository for final project for CS 697L (Deep Learning)

NutritionDataCoding

Work done for professor Christian Rojas of the UMass Amherst Resource Economics department. These python scripts restructure semi-structured nutrition data scanned from nutrition information texts.

Jupyter Notebook

NeuroDynexMod

A "fork" of the Python package found here: https://pypi.python.org/pypi/neurodynex/. Modifying the Hopfield code to try different network connectivity.