Statistically valid explainable black-box machine learning: applications in sex classification across species using brain imaging

Kavli Affiliate: Joshua Vogelstein | Authors: Tingshan Liu, Jayanta Dey, Beiya Xu, Samuel S Alldritt, Karl-Heinz Nenning, Kyoungseob Byeon, Ting Xu and Joshua T. Vogelstein | Summary: Sex classification using neuroimaging data has the potential to revolutionize personalized diagnostics by revealing subtle structural brain differences that underlie sex-specific disease risks. Despite the promise of machine […]


Continue.. Statistically valid explainable black-box machine learning: applications in sex classification across species using brain imaging

Cell type-specific barcoding reveals the projectional architecture of the mouse midbrain dopaminergic system

Kavli Affiliate: Justus M Kebschull | Authors: Hyopil Kim, Cheng Xu, Craig Washington, Maggie Lowman and Justus M Kebschull | Summary: Brain-wide neural circuits are formed by the diverse axonal branching patterns of many individual neurons. Here we introduce POlNTseq (projections of interest by sequencing), a high-throughput and user-friendly barcoded connectomics method that uses cell […]


Continue.. Cell type-specific barcoding reveals the projectional architecture of the mouse midbrain dopaminergic system

Dynamic extracellular interactions with AMPA receptors

Kavli Affiliate: Richard Huganir | Authors: Hana Goldschmidt Merrion, Casey N. Barber, Santosh S. Renuse, Jevon Cutler, Simion Kreimer, Alexei M. Bygrave, David J. Meyers, William Dylan Hale, Akhilesh Pandey and Richard L. Huganir | Summary: Synaptic plasticity in the central nervous system enables the encoding, storing, and integrating new information. AMPA-type glutamate receptors (AMPARs) […]


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Genome editing of phylogenetically distinct bacteria using portable retron-mediated recombineering

Kavli Affiliate: Seth Shipman | Authors: Alejandro Gonzalez-Delgado, Laura Bonillo-Lopez, Milo S Johnson, Nastassia Knoedlseder, Ching-Chung Ko, Yassir Lekbach, Jee-Hwan Oh, Hemaa Selvakumar, Michael C Wold, Zihan Yu, Virginia Aragon, Jeffrey A Gralnick, Marc Guell, Graham Hatfull, Benjamin Keith Keitz, Britt Koskella, Vivek K Mutalik, Jan Peter van Pijkeren and Seth Shipman | Summary: Advanced […]


Continue.. Genome editing of phylogenetically distinct bacteria using portable retron-mediated recombineering

Inhibitory neurons marked by the connectivity molecule Kirrel3 regulate memory precision

Kavli Affiliate: Mark Ellisman | Authors: Arnulfo B.N. Tunon-Ortiz, Dimitri Trankner, Chandler M. Peterson, Omar Shennib, Fangfei Ye, Jiani Shi, Sarah N. Brockway, Olivia Katherine Raines, Abbey Mahnke, Matthew Grega, Keun-Young Kim, Mark Ellisman, James G. Heys, Moriel Zelikowsky and Megan E Williams | Summary: The homophilic adhesion molecule Kirrel3 drives synapse formation between dentate […]


Continue.. Inhibitory neurons marked by the connectivity molecule Kirrel3 regulate memory precision

Small siphophage binding to an open state of the LptDE outer membrane lipopolysaccharide translocon

Kavli Affiliate: Robert E. Clark | Authors: Bert van den Berg, Emily Dunbar, Robert Clark, Arnaud Basle, Shenaz Allyjaun, Hector Newman, Julia Hubbard and Syma Khalid | Summary: Bacteriophages are bacterial viruses that provide alternatives to small-molecule drugs to combat infections by antibiotic-resistant bacteria. To infect a bacterial host, a phage needs to bind to […]


Continue.. Small siphophage binding to an open state of the LptDE outer membrane lipopolysaccharide translocon

Electrocorticographic Detection of Speech Networks in Glioma-infiltrated Cortex

Kavli Affiliate: Edward Chang | Authors: Vardhaan S Ambati, Amit S Persad, Jasleen Kaur, Sanjeev Herr, Emily Cunningham, Abraham Dada, Justyna O Ekert, Quinn Greicius, Alexander Silva, Paul McMillan Villalobos, Niels Olshausen, Youssef Sibih, Sena Oten, Hunter S. Yamada, Gray Umbach, Alexander A Aabedi, Wajd Al-Holou, Jacob Young, Madhumita Sushil, Edward F Chang, Mitchel S. […]


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Multimodal sensory overload in dopamine-deficient larval zebrafish leads to paradoxical kinesia

Kavli Affiliate: Su Guo | Authors: Krishnashish Bose, Su Guo and Karnika Bhardwaj | Summary: Paradoxical kinesia—the temporary alleviation of motor deficits by powerful, urgent stimuli in Parkinson’s disease (PD)—remains poorly understood at the neural circuit level. Through chemo-genetic ablation of tyrosine hydroxylase-expressing neurons in larval zebrafish and brain-wide calcium imaging under head-fixed, tail-free conditions, […]


Continue.. Multimodal sensory overload in dopamine-deficient larval zebrafish leads to paradoxical kinesia

Connectome analysis of a cerebellum-like circuit for sensory prediction

Kavli Affiliate: Nathaniel Sawtell | Authors: Krista E Perks, Mariela D Petkova, Salomon Z Muller, Michael Genecin, Adishree Ghatare, Richard Schalek, Yuelong Wu, Michal Januszewski, Viren Jain, Jeff W Lichtman, LF Abbott and Nathaniel B Sawtell | Summary: Transitive inference (TI) is a cognitive process in which decisions are guided by internal representations of abstract […]


Continue.. Connectome analysis of a cerebellum-like circuit for sensory prediction

Learning decouples accuracy and reaction time for rapid decisions in a transitive inference task

Kavli Affiliate: Vincent Ferrera | Authors: Fabian A Munoz Silva, Greg Jensen, Maxwell Shinn, Yelda Alkan, John Murray, Herbert Terrace and Vincent P Ferrera | Summary: Transitive inference (TI) is a cognitive process in which decisions are guided by internal representations of abstract relationships. While the mechanisms underlying transitive learning have been well studied, the […]


Continue.. Learning decouples accuracy and reaction time for rapid decisions in a transitive inference task