8 papers · ranked by Valyu relevance
Henrique Reis Aguiar, Matthias H. Hennig
Predictive coding is a powerful normative framework for understanding cortical computation, but it is still an open question how biologically plausible networks with local plasticity support predictive inference and representation learning. In this work we show that a recurrent excitatory-inhibitory circuit with purely…
Linsui Deng, Kejun He, Xianyang Zhang
Mendelian randomization (MR) has been widely used to infer causal relationships between exposures and outcomes in epidemiological studies. However, classical MR assumptions can be violated when genetic variants are associated with outcomes through pathways other than the exposure, leading to uncorrelated and/or…
Abdallah A. Mohamed, Seychelle M. Vos
Cyclin-dependent kinases (CDK) dynamically regulate RNA Polymerase (Pol) II during each stage of transcription. Phosphorylation of RNA Pol II and associated transcription factors by CDKs enables stage-specific exchange of factors. CDK9 and a cyclin partner (CYCT1, T2 or K) comprise the Positive Transcription Elongation…
Mohamed Selmy, A. Abdulnabi, A. A. Ali, E. M. Saied + 1 more
Nanogrids have emerged as a crucial solution for contemporary residential power systems, providing a robust framework for integrating distributed energy resources (DERs), comprising solar photovoltaics (PVs), wind turbines (WTs), energy storage systems (ESSs), and diesel generators (DGs). However, the uncertainty of…
Yi Ren, Zimei Chen, Hayden Deans, Ying Nian Wu + 1 more
Extensive studies suggest the brain performs Bayesian inference to infer the latent world states. It is a fundamental neuroscience question that how canonical recurrent neural circuits in the brain implement Bayesian inference. Many existing theoretical studies focused on how the recurrent circuits compute the…
Tie-Qiang Mao, Xiaoyun Yang, Zhi-Cong He, Jiawen Yang + 6 more
Complete ammonia oxidizers (comammox) are widespread nitrifiers that can dominate ammonia oxidation in diverse environments by efficiently converting ammonia to nitrate within a single cell, yet the molecular basis distinguishing their ammonia monooxygenase (AMO) from those of canonical bacterial AMO remains…
Junjie Yao, Zhongxu Li, Cuiping Wang, Junyu Wu + 3 more
A motion control strategy based on multi-source heterogeneous motion information fusion and motion decoupling parallel washout algorithm (WA) is proposed for the control of a rehabilitation robot designed for stroke-related balance disorders. The robot features a serial-parallel hybrid structure and humanoid gait…
Alexander Adrian-Hamazaki, Paul Pavlidis
It is widely accepted in genomics that coexpression of RNA transcripts suggests a commonality of function. This intuition is explicitly leveraged in machine learning methods that predict gene function, where it is often combined with other features such as protein interactions and sequence similarity. For example…