Leveraging the Adolescent Brain Cognitive Development Study to improve behavioral prediction from neuroimaging in smaller replication samples

Posted by klaurent UCSD / Salk

Kavli Affiliate: Timothy Brown, Anders Dale | Authors: Carolina Makowski, Timothy T Brown, Weiqi Zhao, Donald J Hagler, Pravesh Parekh, Hugh Garavan, Thomas E Nichols, Terry L Jernigan and Anders M Dale | Summary: Magnetic resonance imaging (MRI) is a popular and useful non-invasive method to map patterns of brain structure and function to complex […]


Continue.. Leveraging the Adolescent Brain Cognitive Development Study to improve behavioral prediction from neuroimaging in smaller replication samples

Atomic Insights into the Oxidative Degradation Mechanisms of Sulfide Solid Electrolytes

Posted by klaurent Berkeley

Kavli Affiliate: Feng Wang | First 5 Authors: Chuntian Cao, Matthew R. Carbone, Cem Komurcuoglu, Jagriti S. Shekhawat, Kerry Sun | Summary: Electrochemical degradation of solid electrolytes is a major roadblock in the development of solid-state batteries, and the formed solid-solid interphase (SSI) plays a key role in the performance of solid-state batteries. In this […]


Continue.. Atomic Insights into the Oxidative Degradation Mechanisms of Sulfide Solid Electrolytes

Adolescent oligodendrogenesis and myelination restrict experience-dependent neuronal plasticity in adult visual cortex

Posted by klaurent UCSF

Kavli Affiliate: Michael Stryker | Authors: Wendy Xin, Megumi Kaneko, Richard H Roth, Albert Zhang, Sonia Nocera, Jun B Ding, Michael P Stryker and Jonah R Chan | Summary: BACKGROUND: Developmental myelination is a protracted process in the mammalian brain. One theory for why oligodendrocytes mature so slowly posits that myelination may stabilize neuronal circuits […]


Continue.. Adolescent oligodendrogenesis and myelination restrict experience-dependent neuronal plasticity in adult visual cortex

Dynamic DAG Discovery for Interpretable Imitation Learning

Posted by klaurent Berkeley

Kavli Affiliate: Xiang Zhang | First 5 Authors: ianxiang Zhao, Wenchao Yu, Suhang Wang, Lu Wang, Xiang Zhang | Summary: Imitation learning, which learns agent policy by mimicking expert demonstration, has shown promising results in many applications such as medical treatment regimes and self-driving vehicles. However, it remains a difficult task to interpret control policies […]


Continue.. Dynamic DAG Discovery for Interpretable Imitation Learning

Dynamic DAG Discovery for Interpretable Imitation Learning

Posted by dbos Berkeley

Kavli Affiliate: Xiang Zhang | First 5 Authors: ianxiang Zhao, Wenchao Yu, Suhang Wang, Lu Wang, Xiang Zhang | Summary: Imitation learning, which learns agent policy by mimicking expert demonstration, has shown promising results in many applications such as medical treatment regimes and self-driving vehicles. However, it remains a difficult task to interpret control policies […]


Continue.. Dynamic DAG Discovery for Interpretable Imitation Learning

Dynamic DAG Discovery for Interpretable Imitation Learning

Posted by dbos Berkeley

Kavli Affiliate: Xiang Zhang | First 5 Authors: Tianxiang Zhao, Wenchao Yu, Suhang Wang, Lu Wang, Xiang Zhang | Summary: Imitation learning, which learns agent policy by mimicking expert demonstration, has shown promising results in many applications such as medical treatment regimes and self-driving vehicles. However, it remains a difficult task to interpret control policies […]


Continue.. Dynamic DAG Discovery for Interpretable Imitation Learning

Interpretable Imitation Learning with Dynamic Causal Relations

Posted by dbos Berkeley

Kavli Affiliate: Xiang Zhang | First 5 Authors: Tianxiang Zhao, Wenchao Yu, Suhang Wang, Lu Wang, Xiang Zhang | Summary: Imitation learning, which learns agent policy by mimicking expert demonstration, has shown promising results in many applications such as medical treatment regimes and self-driving vehicles. However, it remains a difficult task to interpret control policies […]


Continue.. Interpretable Imitation Learning with Dynamic Causal Relations

Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method

Posted by Caltech

Kavli Affiliate: Wei Gao | First 5 Authors: Xuan Zhang, Wei Gao, , , | Summary: While large pre-trained language models (LLMs) have shown their impressive capabilities in various NLP tasks, they are still under-explored in the misinformation domain. In this paper, we examine LLMs with in-context learning (ICL) for news claim verification, and find […]


Continue.. Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method

Altered chromatin occupancy of patient-associated H4 mutants misregulate neuronal differentiation

Posted by klaurent Rockefeller

Kavli Affiliate: Mary E. Hatten, C. David Allis | Authors: Lijuan Feng, Douglas Barrows, Liangwen Zhong, Kart Matlik, Elizabeth G. Porter, Annaelle M. Djomo, Iris Yau, Alexey A. Soshnev, Thomas S. Carroll, Duancheng Wen, Mary E. Hatten, Benjamin A. Garcia and C. David Allis | Summary: Chromatin is a crucial regulator of gene expression and […]


Continue.. Altered chromatin occupancy of patient-associated H4 mutants misregulate neuronal differentiation