The contributions of entorhinal cortex and hippocampus to error driven learning
Sign Up to like & getrecommendations! Published in 2021 at "Communications Biology"
DOI: 10.1038/s42003-021-02096-z
Abstract: Computational models proposed that the medial temporal lobe (MTL) contributes importantly to error-driven learning, though little direct in-vivo evidence for this hypothesis exists. To test this, we recorded in the entorhinal cortex (EC) and hippocampus… read more here.
Keywords: entorhinal cortex; error; driven learning; cortex hippocampus ... See more keywords
Introduction to the special issue emergence of speech and language from prediction error: error-driven language models
Sign Up to like & getrecommendations! Published in 2023 at "Language, Cognition and Neuroscience"
DOI: 10.1080/23273798.2023.2197650
Abstract: ABSTRACT Last year, 2022, marked the 50th anniversary of the Rescorla-Wagner learning equations – a landmark in the development of learning theory. Originally based on animal learning, the equations and error-driven learning models as a… read more here.
Keywords: error driven; language; error; psychology ... See more keywords
Direct Error-Driven Learning for Deep Neural Networks With Applications to Big Data
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2019.2920964
Abstract: In this brief, heterogeneity and noise in big data are shown to increase the generalization error for a traditional learning regime utilized for deep neural networks (deep NNs). To reduce this error, while overcoming the… read more here.
Keywords: error driven; deep neural; neural networks; error ... See more keywords