ago109

predictive-forward-forward

Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurrent neural network models.

active-neural-generative-coding

Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent models.

contrastive-signal-dependent-plasticity

CSDP: Biological Credit Assignment for Spiking Neural Circuits

piecewise-nvdm-emnlp-2017

Code to support the paper "Piecewise Latent Variables for Neural Variational Text Processing" for EMNLP 2017.

Delta-RNN-Theano

Code to support the paper "Learning Simpler Language Models with the Differential State Framework" (NECO 2017).

IST597-Deep-Learning-Foundations

Support git repo for the course IST597: Deep Learning Foundations.

bootcamp

IGERT 2014 Introductory Bootcamp

BootCamp_2

ContinualPTNCN

Redirect repo for the paper " Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations"

robosuite

robosuite: A Modular Simulation Framework and Benchmark for Robot Learning

scikit-learn

scikit-learn: machine learning in Python

snntorch

Deep and online learning with spiking neural networks in Python

vsl

The implementation of "Learning a Hierarchical Latent-Variable Model of Voxelized 3D Shapes".