Alex Ororbia's repositories
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.
ContinualPTNCN
Redirect repo for the paper " Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations"
scikit-learn
scikit-learn: machine learning in Python