Table of Contents
5. Reading Material
Works are ordered by date.
Error Forward-Propagation: Reusing Feedforward Connections to Propagate Errors in Deep Learning
arxiv preprint (2018)
Signal Propagation: A Framework for Learning and Inference In a Forward Pass
arxiv preprint (2022)
Forward Forward Algorithm
preprint (2022)
Predictive Forward-Forward Algorithm
arxiv preprint 2022
5.1 Other Material
A well written guide on spatial and temporal credit assignment. I used it to help write this post.
Training Spiking Neural Networks using lessons from deep learning
https://arxiv.org/abs/2109.12894
The library is available at https://github.com/amassivek/signalpropagation .
With Thanks to: Alexandra Marmarinos for her editing work and guidance. (Add additional editors).
Citations
[1] Image of 7 from MNIST dataset, http://yann.lecun.com/exdb/mnist/
[2] Images of dogs, horses, and frogs from CIFAR Dataset, https://www.cs.toronto.edu/~kriz/cifar.html; or from Upsplash