mapolinario94

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

mapolinario94/CS520_Project_CompressiveSensing

Project on Compressive Sensing for CS520: Computational Methods in Optimization

mapolinario94/AFTx06_Caravel

mapolinario94/Avocado-ImageSegmentation

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

mapolinario94/colabtools

Python libraries for Google Colaboratory

mapolinario94/dct-snn

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

mapolinario94/DIET-SNN

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

mapolinario94/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).

mapolinario94/DNN_NeuroSim_V1.3

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

mapolinario94/ECE570-Project

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

mapolinario94/eprop-PyTorch

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

mapolinario94/event-based_vision_resources

mapolinario94/event_flow

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

mapolinario94/GEM5_ECE56500_FALL23

mapolinario94/hybrid-snn-conversion

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

mapolinario94/IIR-SNN

mapolinario94/mapolinario94.github.io

My personal academic website

mapolinario94/mr-ternary

mapolinario94/OTTT-SNN

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

mapolinario94/puma-functional-model

mapolinario94/ReckOn

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

mapolinario94/skywater-pdk

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

mapolinario94/skywater-pdk-central

mapolinario94/SNN_CV_Applications_Resources

Paper list for SNN based computer vision tasks.

mapolinario94/snntorch

Deep learning with spiking neural networks in Python

mapolinario94/spytorch

Tutorial for surrogate gradient learning in spiking neural networks

mapolinario94/srnn-pcm

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

mapolinario94/ssl_e2vid

mapolinario94/vonenet

Repository for VOneNet models