Predictive coding inspires effective alternatives to backpropagation
The brain has developed a sophisticated hierarchical structure where information is processed across multiple layers (Van Essen et al. 1992), which is critical for forming abstraction from raw information. Inspired by this, modern machine learning is largely built on deep artificial neural networks...
Glavni autor: | Song, Y |
---|---|
Daljnji autori: | Lukasiewicz, T |
Format: | Disertacija |
Jezik: | English |
Izdano: |
2021
|
Teme: |
Slični predmeti
-
Classification of Typed Characters Using Backpropagation Neural Network
od: Alamelu, Subbiah
Izdano: (2001) -
Training neural networks with end-to-end optical backpropagation
od: Spall, J
Izdano: (2024) -
Neural engineering : computation, representation, and dynamics in neurobiological systems /
od: 458526 Eliasmith, Chris, i dr.
Izdano: (2003) -
Brain dynamics : synchronization and activity patterns in pulse-coupled neural nets with delays and noise /
od: 367901 Haken, Hermann
Izdano: (2002) -
Offline handwritten character recognition using backpropagation neural network / Masnizah Mohadi
od: Mohadi, Masnizah
Izdano: (2005)