Inference-Based Decisions in a Hidden State Foraging Task: Differential Contributions of Prefrontal Cortical Areas
Sign Up to like & getrecommendations! Published in 2020 at "Neuron"
DOI: 10.1016/j.neuron.2020.01.017
Abstract: Summary Essential features of the world are often hidden and must be inferred by constructing internal models based on indirect evidence. Here, to study the mechanisms of inference, we establish a foraging task that is… read more here.
Keywords: hidden state; based decisions; inference based; foraging task ... See more keywords
Room temperature hidden state in a manganite observed by time-resolved X-ray diffraction
Sign Up to like & getrecommendations! Published in 2019 at "npj Quantum Materials"
DOI: 10.1038/s41535-019-0170-3
Abstract: Realizing active quantum control of materials near room temperature is one of the ultimate aims for their practical applications. Recent technological breakthroughs demonstrated that optical stimulation may lead to thermally inaccessible hidden states with unique… read more here.
Keywords: hidden state; temperature hidden; temperature; room temperature ... See more keywords
Modeling Pulsed Evolution and Time-independent Variation Improves the Confidence Level of Ancestral and Hidden State Predictions.
Sign Up to like & getrecommendations! Published in 2022 at "Systematic biology"
DOI: 10.1093/sysbio/syac016
Abstract: Ancestral state reconstruction is not only a fundamental tool for studying trait evolution, but also very useful for predicting the unknown trait values (hidden states) of extant species. A well-known problem in ancestral and hidden… read more here.
Keywords: hidden state; ancestral hidden; confidence; variation ... See more keywords
Better Modeling Out-of-Distribution Regression on Distributed Acoustic Sensor Data Using Anchored Hidden State Mixup
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3154783
Abstract: Generalizing the application of machine learning models to situations where the statistical distribution of training and test data are different has been a complex problem. Our contributions in this article are threefold: 1) we introduce… read more here.
Keywords: hidden state; distribution; regression; state mixup ... See more keywords
HSA-Net: Hidden-State-Aware Networks for High-Precision QoS Prediction
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2021.3111810
Abstract: The high-precision QoS (quality of service) prediction is based on the comprehensive perception of state information of users and services. However, the current QoS prediction approaches have limited accuracy, for most state information of users… read more here.
Keywords: hidden state; state; hsa net; qos prediction ... See more keywords