ajherman Goto Github PK

annotated-transformer

An annotated implementation of the Transformer paper.

attention

cleverhans

A library for benchmarking vulnerability to adversarial examples

continualep

Equilibrium Propagation with Continual Weight Updates (Cosyne 2020)

convexity

Exploring convexity for simple EP model

deepnet

Implementation of some deep learning algorithms.

eqprop

equilibrium-propagation

EP

equilibrium_prop_for_loihi

Improvements on the Equilibrium Propagation learning algorithm regarding performance and ability to learn on neuromorphic hardware.

flocking

Create and analyze flocking simulations

graph

Graph theory stuff

holomorphic_eqprop

Repository to reproduce the results of the paper "Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscillations"

lava

A Software Framework for Neuromorphic Computing

lava-dl

Deep Learning library for Lava

lca-pytorch

Sparse coding in PyTorch via the Locally Competitive Algorithm (LCA)

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

neuralnetcourse

ng-video-lecture

spikingbackprop

Code implementing a neuromorphic, spiking backpropagation algorithm on Intel's neuromorphic research processor, codenamed Loihi

tensorflow-mnist

MNIST with TensorFlow

youtube-bb

Public repo for helpful scripts when using the YouTube Bounding Boxes dataset