Regularity detection and explanation-based learning jointly support learning about physical events in early infancy
Sign Up to like & getrecommendations! Published in 2019 at "Cognitive Psychology"
DOI: 10.1016/j.cogpsych.2019.05.001
Abstract: The present research considers statistical learning (SL) and explanation-based learning (EBL) as joint mechanisms to support the development of physical knowledge. Infants watched teaching events in which a cover was lowered over an object and… read more here.
Keywords: based learning; physical events; learning physical; explanation based ... See more keywords
Learning physical properties of liquid crystals with deep convolutional neural networks
Sign Up to like & getrecommendations! Published in 2020 at "Scientific Reports"
DOI: 10.1038/s41598-020-63662-9
Abstract: Machine learning algorithms have been available since the 1990s, but it is much more recently that they have come into use also in the physical sciences. While these algorithms have already proven to be useful… read more here.
Keywords: neural networks; learning physical; physical properties; convolutional neural ... See more keywords
Learning physical characteristics like animals for legged robots
Sign Up to like & getrecommendations! Published in 2023 at "National Science Review"
DOI: 10.1093/nsr/nwad045
Abstract: Abstract Physical characteristics of terrains, such as softness and friction, provide essential information for legged robots to avoid non-geometric obstacles, like mires and slippery stones, in the wild. The perception of such characteristics often relies… read more here.
Keywords: legged robots; learning physical; animals legged; physical characteristics ... See more keywords
Deep Learning at the Physical Layer: System Challenges and Applications to 5G and Beyond
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Communications Magazine"
DOI: 10.1109/mcom.001.2000243
Abstract: The unprecedented requirements of IoT have made fine-grained optimization of spectrum resources an urgent necessity. Thus, designing techniques able to extract knowledge from the spectrum in real time and select the optimal spectrum access strategy… read more here.
Keywords: physical layer; learning physical; system challenges; layer system ... See more keywords
Learning Physical-Layer Communication With Quantized Feedback
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Communications"
DOI: 10.1109/tcomm.2019.2951563
Abstract: Data-driven optimization of transmitters and receivers can reveal new modulation and detection schemes and enable physical-layer communication over unknown channels. Previous work has shown that practical implementations of this approach require a feedback signal from… read more here.
Keywords: physical layer; layer communication; quantized feedback; learning physical ... See more keywords
Probabilistic solutions to DAEs learning from physical data
Sign Up to like & getrecommendations! Published in 2021 at "Analysis and Applications"
DOI: 10.1142/s021953052150010x
Abstract: The nonlinear chaotic differential/algebraic equation (DAE) has been established to simulate the nonuniform oscillations of the motion of a falling sphere in the non-Newtonian fluid. The DAE is obt... read more here.
Keywords: solutions daes; probabilistic solutions; daes learning; learning physical ... See more keywords
A Longitudinal Study of the Effects of Service-Learning on Physical Education Teacher Education Students
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2022.787346
Abstract: Research examining Service-Learning (SL) in Physical Education Teacher Education (PETE) is ample. However, long-term investigations are still scarce and literature demands the application of this type of design to uncover the effects of SL on… read more here.
Keywords: education; learning physical; physical education; education teacher ... See more keywords