Provable Benefits of Complex Parameterizations for Structured State Space Models

Autor: Ran-Milo, Yuval, Lumbroso, Eden, Cohen-Karlik, Edo, Giryes, Raja, Globerson, Amir, Cohen, Nadav

Structured state space models (SSMs), the core engine behind prominent neural networks such as S4 and Mamba, are linear dynamical systems adhering to a specified structure, most notably diagonal. In contrast to typical neural network modules, whose p

Externí odkaz: http://arxiv.org/abs/2410.14067

Genetic association of the kynurenine pathway to suicidal behavior

Autor: Rabah Tamimou, Christine Montout, Thibault Mura, Ismael Conejero, Alexandre Evrard, Philippe Courtet, Pablo Bonilla-Escribano, Carlos Riaza, Concepción Vaquero-Lorenzo, Enrique Baca-Garcia, Fabrice Jollant, Serge Lumbroso, Kevin Mouzat, Jorge Lopez-Castroman

Publikováno v: Brain, Behavior, & Immunity - Health, Vol 42, Iss , Pp 100903- (2024)

Suicidal behavior has been associated with dysfunctions in the kynurenine pathway, including alterations in the levels of neuroprotective and neurotoxic metabolites. Changes in the catalytic activity of enzymes within the pathway may contribute signi

Externí odkaz: https://doaj.org/article/72a1997d49984bd2bf5c5af922556ebf

Genetic association of the kynurenine pathway to suicidal behavior

Autor: Tamimou, Rabah, Montout, Christine, Mura, Thibault, Conejero, Ismael, Evrard, Alexandre, Courtet, Philippe, Bonilla-Escribano, Pablo, Riaza, Carlos, Vaquero-Lorenzo, Concepción, Baca-Garcia, Enrique, Jollant, Fabrice, Lumbroso, Serge, Mouzat, Kevin, Lopez-Castroman, Jorge

Publikováno v: In Brain, Behavior, & Immunity - Health December 2024 42

Mechanism-free repurposing of drugs for C9orf72-related ALS/FTD using large-scale genomic data

Autor: Baloh, Robert H., Bowser, Robert, Brady, Christopher B., Brice, Alexis, Broach, James, Camu, William, Chia, Ruth, Chio, Adriano, Cooper-Knock, John, Cusi, Daniele, Ding, Jinhui, Drepper, Carsten, Drory, Vivian E., Dunckley, Travis L., Feldman, Eva, Floeter, Mary Kay, Fratta, Pietro, Gerhard, Glenn, Gibbs, J. Raphael, Gibson, Summer B., Glass, Jonathan D., Goutman, Stephen A., Hardy, John, Harms, Matthew B., Heiman-Patterson, Terry D., Jansson, Lilja, Kirby, Janine, Laaksovirta, Hannu, Landers, John E., Landi, Francesco, Le Ber, Isabelle, Lumbroso, Serge, Guissart, Claire, MacGowan, Daniel JL., Maragakis, Nicholas J., Mora, Gabriele, Mouzat, Kevin, Myllykangas, Liisa, Orrell, Richard W., Ostrow, Lyle W., Pickering-Brown, Stuart, Pioro, Erik P., Pulst, Stefan M., Ravits, John M., Renton, Alan E., Robberecht, Wim, Rogaeva, Ekaterina, Rothstein, Jeffrey D., Salvi, Erika, Scholz, Sonja W., Sendtner, Michael, Shaw, Pamela J., Sidle, Katie C., Simmons, Zachary, Stone, David J., Tienari, Pentti J., Traynor, Bryan J., Trojanowski, John Q., Troncoso, Juan C., Valori, Miko, Van Damme, Philip, Van Deerlin, Vivianna M., Van Den Bosch, Ludo, Zinman, Lorne, Angelocola, Stefania M., Ausiello, Francesco P., Barberis, Marco, Bartolomei, Ilaria, Battistini, Stefania, Bersano, Enrica, Bisogni, Giulia, Borghero, Giuseppe, Brunetti, Maura, Cabona, Corrado, Calvo, Andrea, Canale, Fabrizio, Canosa, Antonio, Cantisani, Teresa A., Capasso, Margherita, Caponnetto, Claudia, Cardinali, Patrizio, Carrera, Paola, Casale, Federico, Colletti, Tiziana, Conforti, Francesca L., Conte, Amelia, Conti, Elisa, Corbo, Massimo, Cuccu, Stefania, Bella, Eleonora Dalla, D'Errico, Eustachio, DeMarco, Giovanni, Dubbioso, Raffaele, Ferrarese, Carlo, Ferraro, Pilar M., Filippi, Massimo, Fini, Nicola, Floris, Gianluca, Fuda, Giuseppe, Gallone, Salvatore, Gianferrari, Giulia, Giannini, Fabio, Grassano, Maurizio, Greco, Lucia, Iazzolino, Barbara, Introna, Alessandro, La Bella, Vincenzo, Lattante, Serena, Lauria, Giuseppe, Liguori, Rocco, Logroscino, Giancarlo, Logullo, Francesco O., Lunetta, Christian, Mandich, Paola, Mandrioli, Jessica, Manera, Umberto, Manganelli, Fiore, Marangi, Giuseppe, Marinou, Kalliopi, Marrosu, Maria Giovanna, Martinelli, Ilaria, Messina, Sonia, Moglia, Cristina, Monsurrò, Maria Rosaria, Mosca, Lorena, Murru, Maria R., Origone, Paola, Passaniti, Carla, Petrelli, Cristina, Petrucci, Antonio, Pirisi, Angelo, Pozzi, Susanna, Pugliatti, Maura, Quattrini, Angelo, Ricci, Claudia, Riolo, Giulia, Riva, Nilo, Russo, Massimo, Sabatelli, Mario, Salamone, Paolina, Salivetto, Marco, Salvi, Fabrizio, Santarelli, Marialuisa, Sbaiz, Luca, Sideri, Riccardo, Simone, Isabella, Simonini, Cecilia, Spataro, Rossella, Tanel, Raffaella, Tedeschi, Gioacchino, Ticca, Anna, Torriello, Antonella, Tranquilli, Stefania, Tremolizzo, Lucio, Trojsi, Francesca, Vasta, Rosario, Vacchiano, Veria, Vita, Giuseppe, Volanti, Paolo, Zollino, Marcella, Zucchi, Elisabetta, Silani, Vincenzo, Fogh, Isabella, Ticozzi, Nicola, Ratti, Antonia, Tiloca, Cinzia, Peverelli, Silvia, Gellera, Cinzia, Pinter, Giuseppe Lauria, Taroni, Franco, Pensato, Viviana, Castellotti, Barbara, Comi, Giacomo P., Corti, Stefania, Del Bo, Roberto, Cereda, Cristina, Ceroni, Mauro, Gagliardi, Stella, Corrado, Lucia, Mazzini, Letizia, Sorarù, Gianni, Raggi, Flavia, Siciliano, Gabriele, Simoncini, Costanza, Lo Gerfo, Annalisa, Filosto, Massimiliano, Inghilleri, Maurizio, Ferlini, Alessandra, Corcia, Philippe, Couratier, Philippe, Vourc'h, Patrick, Hardiman, Orla, McLaughlin, Russell, Gotkine, Marc, Drory, Vivian, van den Veldink, Jan H., Berg, Leonard H., de Carvalho, Mamede, Mora Pardina, Jesus S., Povedano, Monica, Andersen, Peter, Weber, Markus, Başak, Ayşe Nazlı, Al-Chalabi, Ammar, Shaw, Chris, Morrison, Karen E., Adeleye, Adelani, Alba, Camille, Bacikova, Dagmar, Dalgard, Clifton L., Hupalo, Daniel N., McGrath Martinez, Elisa, Soltis, Anthony R., Sukumar, Gauthaman, Viollet, Coralie, Wilkerson, Matthew D., Saez-Atienzar, Sara, Souza, Cleide dos Santos, Beal, Selina N., Lorenzini, Ileana, Huang, Ruili, Levy, Jennifer, Burciu, Camelia, Jones, Ashley, Dewan, Ramita, van Vugt, Joke J.F.A., van Rheenen, Wouter, Tunca, Ceren, Bayraktar, Elif, Xia, Menghang, Iacoangeli, Alfredo, Shatunov, Aleksey, Verde, Federico, Kenna, Kevin, Al Khleifat, Ahmad, Opie-Martin, Sarah, Piccinelli, Stefano Cotti, Padovani, Alessandro, Galimberti, Daniela, Serpente, Maria, Fenoglio, Chiara, Scarpini, Elio, Curtis, Charles J., Lee, Sang Hyuck, Chung, Raymond, Patel, Hamel, Cooper-Knock, Johnathan, Breen, Gerome, Dobson, Richard J.B., van den Berg, Leonard H., D’Alfonso, Sandra, Chandran, Siddharthan, Pal, Suvankar, Johnson, Kory, Doucet-O’Hare, Tara, Pasternack, Nicholas, Wang, Tongguang, Nath, Avindra, Veldink, Jan H., Chiò, Adriano, Sattler, Rita, Shaw, Christopher E., Ferraiuolo, Laura

Publikováno v: In Cell Genomics 13 November 2024 4(11)

Quantum flicker noise in atomic and molecular junctions

Autor: Shein-Lumbroso, Ofir, Liu, Junjie, Shastry, Abhay, Segal, Dvira, Tal, Oren

We report on a quantum form of electronic flicker noise in nanoscale conductors that contains valuable information on quantum transport. This noise is experimentally identified in atomic and molecular junctions, and theoretically analyzed by consider

Externí odkaz: http://arxiv.org/abs/2108.10370