The Temporal Structure of Language Processing in the Human Brain Corresponds to The Layered Hierarchy of Deep Language Models

Kavli Affiliate: Michael Brenner | First 5 Authors: Ariel Goldstein, Eric Ham, Mariano Schain, Samuel Nastase, Zaid Zada | Summary: Deep Language Models (DLMs) provide a novel computational paradigm for understanding the mechanisms of natural language processing in the human brain. Unlike traditional psycholinguistic models, DLMs use layered sequences of continuous numerical vectors to represent […]


Continue.. The Temporal Structure of Language Processing in the Human Brain Corresponds to The Layered Hierarchy of Deep Language Models

Mapping energy landscapes of homopolymeric RNAs via simulated tempering and deep unsupervised learning

Kavli Affiliate: V. S. Ramachandran | Authors: Vysakh Ramachandran and Davit A Potoyan | Summary: Conformational dynamics plays crucial roles in RNA functions about sensing and responding to environmental signals. The liquid-liquid phase separation of RNAs and the formation of stress granules partly relies on RNA’s conformational plasticity and its ability to engage in multivalent […]


Continue.. Mapping energy landscapes of homopolymeric RNAs via simulated tempering and deep unsupervised learning

Substructure of the brain’s Cingulo-Opercular network

Kavli Affiliate: Deanna J. Greene | Authors: Carolina Badke D’Andrea, Timoth O Laumann, Dillan J Newbold, Steven M Nelson, Ashley N Nielsen, Roselyne Chauvin, Scott Marek, Deanna J. Greene, Nico U F Dosenbach and Evan M Gordon | Summary: HThe Cingulo-Opercular network (CON) is an executive network of the human brain that regulates actions. CON […]


Continue.. Substructure of the brain’s Cingulo-Opercular network

Phosphoglycerate kinase 1 is a central leverage point in Parkinson’s disease driven neuronal metabolic deficits

Kavli Affiliate: Timothy A. Ryan & Pietro De Camilli | Authors: Talex Kokotos, Aldana Antoniazzi, Santiago Unda, Myung Soo Kokotos, Daehun Park, David Eliezer, Michael Kaplitt, Pietro De Camilli and Timothy Ryan | Summary: Phosphoglycerate kinase 1 (PGK1), the first ATP producing glycolytic enzyme, has emerged as a therapeutic target for Parkinson’s Disease (PD), since […]


Continue.. Phosphoglycerate kinase 1 is a central leverage point in Parkinson’s disease driven neuronal metabolic deficits

Neurogenesis-mediated circuit remodeling reduces engram reinstatement and promotes forgetting

Kavli Affiliate: Xin Duan | Authors: Axel Guskjolen, Jagroop Dhaliwal, Juan de la Parra, Jonathan R Epp, Sangyoon Ko, Erin Chahley, Mitch de Snoo, Michela Solari, Prabdeep Panesar, Jason Scott Snyder, Xin Duan, Joshua Sanes, Sheena Josselyn and Paul Frankland | Summary: Post-training increases in hippocampal neurogenesis are associated with forgetting of hippocampus-dependent memories in […]


Continue.. Neurogenesis-mediated circuit remodeling reduces engram reinstatement and promotes forgetting

Developmental origin and local signals cooperate to determine septal astrocyte identity

Kavli Affiliate: Arturo Alvarez-Buylla | Authors: Yajun Xie, Christopher M Reid, Alejandro A Granados, Miguel Turrero Garcia, Fiona Dale-Huang, Sarah M Hanson, Walter R Mancia Leon, Jonathan Liu, Manal A Adam, Olivia Mosto, Angela Oliveira Pisco, Arturo Alvarez-Buylla and Corey C Harwell | Summary: Astrocyte specification during development is influenced by both intrinsic and extrinsic […]


Continue.. Developmental origin and local signals cooperate to determine septal astrocyte identity

Discovery of a variable energy-dependent X-ray polarization in the accreting neutron star GX 5-1

Kavli Affiliate: Herman L. Marshall | First 5 Authors: Sergio Fabiani, Fiamma Capitanio, Rosario Iaria, Juri Poutanen, Andrea Gnarini | Summary: We report on the coordinated observations of the neutron star low-mass X-ray binary (NS-LMXB) gx in X-rays (IXPE, NICER, Nustar and INTEGRAL), optical (REM and LCO), near-infrared (REM), mid-infrared (VLT VISIR), and radio (ATCA). […]


Continue.. Discovery of a variable energy-dependent X-ray polarization in the accreting neutron star GX 5-1

Pi-DUAL: Using Privileged Information to Distinguish Clean from Noisy Labels

Kavli Affiliate: Ke Wang | First 5 Authors: Ke Wang, Guillermo Ortiz-Jimenez, Rodolphe Jenatton, Mark Collier, Efi Kokiopoulou | Summary: Label noise is a pervasive problem in deep learning that often compromises the generalization performance of trained models. Recently, leveraging privileged information (PI) — information available only during training but not at test time — […]


Continue.. Pi-DUAL: Using Privileged Information to Distinguish Clean from Noisy Labels

Pi-DUAL: Using Privileged Information to Distinguish Clean from Noisy Labels

Kavli Affiliate: Ke Wang | First 5 Authors: Ke Wang, Guillermo Ortiz-Jimenez, Rodolphe Jenatton, Mark Collier, Efi Kokiopoulou | Summary: Label noise is a pervasive problem in deep learning that often compromises the generalization performance of trained models. Recently, leveraging privileged information (PI) — information available only during training but not at test time — […]


Continue.. Pi-DUAL: Using Privileged Information to Distinguish Clean from Noisy Labels