Basolateral Amygdala Drives a GPCR-Mediated Striatal Memory Necessary for Predictive Learning to Influence Choice
Sign Up to like & getrecommendations! Published in 2020 at "Neuron"
DOI: 10.1016/j.neuron.2020.03.007
Abstract: Predictive learning exerts a powerful influence over choice between instrumental actions. Nevertheless, how this learning is encoded in a sufficiently stable manner to influence choices that can occur much later in time is unclear. Here,… read more here.
Keywords: influence choice; predictive learning; basolateral amygdala; influence ... See more keywords
Predictive learning rules generate a cortical-like replay of probabilistic sensory experiences
Sign Up to like & getrecommendations! Published in 2024 at "eLife"
DOI: 10.1101/2023.02.17.528958
Abstract: The brain is thought to construct an optimal internal model representing the probabilistic structure of the environment accurately. Evidence suggests that spontaneous brain activity gives such a model by cycling through activity patterns evoked by… read more here.
Keywords: predictive learning; learning rules; probabilistic sensory; replay probabilistic ... See more keywords
Spatiotemporal Observer Design for Predictive Learning of High-Dimensional Data
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2025.3556669
Abstract: Although deep learning-based methods have shown great success in spatiotemporal predictive learning, the frameworks of those models are mainly designed by intuition. How to make spatiotemporal forecasting with theoretical guarantees is still a challenging issue.… read more here.
Keywords: dimensional data; predictive learning; high dimensional; learning ... See more keywords
Evidential diversity increases generalisation in predictive learning
Sign Up to like & getrecommendations! Published in 2019 at "Quarterly Journal of Experimental Psychology"
DOI: 10.1177/1747021819857065
Abstract: In property induction tasks, encountering a diverse range of instances (e.g., hippos and hamsters) with a given property usually increases our willingness to generalise that property to a novel instance, relative to non-diverse evidence (e.g.,… read more here.
Keywords: diversity; predicted outcome; predictive learning; diverse group ... See more keywords
Incorporating the Third Law of Geography with Spatial Attention Module–Convolutional Neural Network–Transformer for Fine-Grained Non-Stationary Air Quality Predictive Learning
Sign Up to like & getrecommendations! Published in 2024 at "Mathematics"
DOI: 10.3390/math12101457
Abstract: Accurate air quality prediction is paramount in safeguarding public health and addressing air pollution control. However, previous studies often ignore the geographic similarity among different monitoring stations and face challenges in dynamically capturing different spatial–temporal… read more here.
Keywords: geography; predictive learning; air; transformer ... See more keywords