mapolinario94 Goto Github PK

aftx06_caravel

avocado-imagesegmentation

Image Segmentation of Avocado Trees in Multispectral and Thermal Aerial Images Using Image Processing Techniques

colabtools

Python libraries for Google Colaboratory

cs520_project_compressivesensing

Project on Compressive Sensing for CS520: Computational Methods in Optimization

dct-snn

Code for DCT_SNN, an input encoding scheme for SNNs using DCT

diet-snn

Optimizing threshold and leak in LIF neurons with end-to-end backpropagation

directrandomtargetprojection

PyTorch-based code for training fully-connected and convolutional networks using backpropagation (BP), feedback alignment (FA), direct feedback alignment (DFA), and direct random target projection (DRTP).

dnn_neurosim_v1.3

Benchmark framework of compute-in-memory based accelerators for deep neural network (inference engine focused)

ece570-project

Analog to Spiking Neural Network Conversion - Project for ECE57000 Artificial Intelligence Course at Purdue University

eprop-pytorch

PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.

event-based_vision_resources

event_flow

Self-Supervised Learning of Event-based Optical Flow with Spiking Neural Networks

gem5_ece56500_fall23

hybrid-snn-conversion

Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation

iir-snn

mapolinario94.github.io

mr-ternary

ottt-snn

[NeurIPS 2022] Online Training Through Time for Spiking Neural Networks

puma-functional-model

reckon

ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.

skywater-pdk

Open source process design kit for usage with SkyWater Technology Foundry's 130nm node.

skywater-pdk-central

snn_cv_applications_resources

Paper list for SNN based computer vision tasks.

snntorch

Deep learning with spiking neural networks in Python

spytorch

Tutorial for surrogate gradient learning in spiking neural networks

srnn-pcm

PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses

ssl_e2vid

vonenet

Repository for VOneNet models