Forward Forward Algorithm

Creator

Creator

Seonglae Cho

Created

Created

2023 Apr 3 15:5

Editor

Editor

Seonglae Cho

Edited

Edited

2023 May 11 5:33

Refs

Refs

Back Propagation 보다 대뇌피질 작동방식에 유사

시냅스의 처음으로 돌아가기 전에 cortical layer를 지나는 과정에서 모종의 루프를 형성한다

네트워크의 레이어 수가 많아질수록 FF가 Backprop보다 메모리를 덜 사용합니다. 하지만 20개 이하의 레이어를 가진 thin network에서는 FF가 backprop보다 훨씬 더 많은 메모리를 사용

Forward Forward Algorithm Notion

[딥러닝] The Forward-Forward Algorithm: Some Preliminary Investigations (FF)

Forward-Forward (FF) 리뷰

[딥러닝] The Forward-Forward Algorithm: Some Preliminary Investigations (FF)

https://velog.io/@nochesita/딥러닝-The-Forward-Forward-Algorithm-Some-Preliminary-Investigations

[딥러닝] The Forward-Forward Algorithm: Some Preliminary Investigations (FF)

Welcome to JunYoung's blog | 딥러닝의 체계를 바꾼다! The Forward-Forward Algorithm 논문 리뷰 (1)

Forward-forward algorithm

Welcome to JunYoung's blog | 딥러닝의 체계를 바꾼다! The Forward-Forward Algorithm 논문 리뷰 (1)

https://junia3.github.io/blog/ffalgorithm

Welcome to JunYoung's blog | 딥러닝의 체계를 바꾼다! The Forward-Forward Algorithm 논문 리뷰 (1)

The Forward-Forward Algorithm: Some Preliminary Investigations

The aim of this paper is to introduce a new learning procedure for neural networks and to demonstrate that it works well enough on a few small problems to be worth further investigation. The...

The Forward-Forward Algorithm: Some Preliminary Investigations

https://arxiv.org/abs/2212.13345

The Forward-Forward Algorithm: Some Preliminary Investigations

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