T. Andy Keller

TopographicVAE. Official implementation of the paper "Topographic VAEs learn Equivariant Capsules"

NeuralWaveMachines. Official Implementation of the ICML 2023 paper: "Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally Coupled Oscillatory Recurrent Neural Networks"

SelfNormalizingFlows. Python

FERNN. Official repository for the paper "Flow Equivariant Recurrent Neural Networks"

Wave_RNNs. Official implementation of "Traveling Waves Encode the Recent Past and Enhance Sequence Learning" (ICLR 2024)

3D_Spectrogram. 3D Real time spectrogram of input file using CUDA

CategorySelectiveTVAE. Modeling Category-Selective Cortical Regions with Topographic Variational Autoencoders

PCTVAE. Official Implementation of ICCV Visual Inductive Priors Workshop Submission "Predictive Coding with Topographic Variational Autoencoders"

Classical_Piano_Generation. Application of Biaxial RNN (variant of Spatial LSTM) to classical piano generation

akandykeller.github.io. HTML

DSN_TensorFlow. Implementation of Deeply-Supervised Networks in Tensorflow (http://vcl.ucsd.edu/~sxie/pdf/dsn_nips2014.pdf)

fast_weights. Fast-Weights applied to NLP tasks

memn2n. End-To-End Memory Network using Tensorflow