Industry-Scale Orchestrated Federated Learning for Drug Discovery

Authors: Oldenhof, Martijn, Ács, Gergely, Pejó, Balázs, Schuffenhauer, Ansgar, Holway, Nicholas, Sturm, Noé, Dieckmann, Arne, Fortmeier, Oliver, Boniface, Eric, Mayer, Clément, Gohier, Arnaud, Schmidtke, Peter, Niwayama, Ritsuya, Kopecky, Dieter, Mervin, Lewis, Rathi, Prakash Chandra, Friedrich, Lukas, Formanek, András, Antal, Peter, Rahaman, Jordon, Zalewski, Adam, Heyndrickx, Wouter, Oluoch, Ezron, Stößel, Manuel, Vančo, Michal, Endico, David, Gelus, Fabien, de Boisfossé, Thaïs, Darbier, Adrien, Nicollet, Ashley, Blottière, Matthieu, Telenczuk, Maria, Nguyen, Van Tien, Martinez, Thibaud, Boillet, Camille, Moutet, Kelvin, Picosson, Alexandre, Gasser, Aurélien, Djafar, Inal, Simon, Antoine, Arany, Ádám, Simm, Jaak, Moreau, Yves, Engkvist, Ola, Ceulemans, Hugo, Marini, Camille, Galtier, Mathieu

Subject Terms: Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2210.08871

FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings

Authors: Terrail, Jean Ogier du, Ayed, Samy-Safwan, Cyffers, Edwige, Grimberg, Felix, He, Chaoyang, Loeb, Regis, Mangold, Paul, Marchand, Tanguy, Marfoq, Othmane, Mushtaq, Erum, Muzellec, Boris, Philippenko, Constantin, Silva, Santiago, Teleńczuk, Maria, Albarqouni, Shadi, Avestimehr, Salman, Bellet, Aurélien, Dieuleveut, Aymeric, Jaggi, Martin, Karimireddy, Sai Praneeth, Lorenzi, Marco, Neglia, Giovanni, Tommasi, Marc, Andreux, Mathieu

Subject Terms: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2210.04620

A kernel-based method to calculate local field potentials from networks of spiking neurons

Authors: Telenczuk, Bartosz, Telenczuk, Maria, Destexhe, Alain ^*

Source: In Journal of Neuroscience Methods 1 October 2020 344

The basis of sharp spike onset in standard biophysical models.

Authors: Telenczuk, Maria¹, Fontaine, Bertrand², Brette, Romain¹ romain.brette@inserm.fr

Source: PLoS ONE. 4/25/2017, Vol. 12 Issue 4, p1-27. 27p.

Subject Terms: *AXONAL transport, *NEURONS, *WAVELENGTHS, *LENGTH measurement, *ISOSBESTIC point

This result is not displayed to guests.
Login for full access.

This result is not displayed to guests.
Login for full access.

This result is not displayed to guests.
Login for full access.

MELLODDY: Cross-pharma Federated Learning at Unprecedented Scale Unlocks Benefits in QSAR without Compromising Proprietary Information

Authors: Heyndrickx, Wouter, Mervin, Lewis, Morawietz, Tobias, Sturm, Noé, Friedrich, Lukas, Zalewski, Adam, Pentina, Anastasia, Humbeck, Lina, Oldenhof, Martijn, Niwayama, Ritsuya, Schmidtke, Peter, Fechner, Nikolas, Simm, Jaak, Arany, Adam, Drizard, Nicolas, Jabal, Rama, Afanasyeva, Arina, Loeb, Regis, Verma, Shlok, Harnqvist, Simon, Holmes, Matthew, Pejo, Balazs, Telenczuk, Maria, Holway, Nicholas, Dieckmann, Arne, Rieke, Nicola, Zumsande, Friederike, Clevert, Djork-Arné, Krug, Michael, Luscombe, Christopher, Green, Darren, Ertl, Peter, Antal, Peter, Marcus, David, Do Huu, Nicolas, Fuji, Hideyoshi, Pickett, Stephen, Acs, Gergely, Boniface, Eric, Beck, Bernd, Sun, Yax, Gohier, Arnaud, Rippmann, Friedrich, Engkvist, Ola, Göller, Andreas H., Moreau, Yves, Galtier, Mathieu N., Schuffenhauer, Ansgar, Ceulemans, Hugo

Source: Journal of Chemical Information and Modeling; 20230101, Issue: Preprints

26th Annual Computational Neuroscience Meeting (CNS*2017): Part 3

Authors: Newton, Adam J. H., Seidenstein, Alexandra H., McDougal, Robert A., Pérez-Cervera, Alberto, Huguet, Gemma, M-Seara, Tere, Haimerl, Caroline, Angulo-Garcia, David, Torcini, Alessandro, Cossart, Rosa, Malvache, Arnaud, Skiker, Kaoutar, Maouene, Mounir, Ragognetti, Gianmarco, Lorusso, Letizia, Viggiano, Andrea, Marcelli, Angelo, Senatore, Rosa, Parziale, Antonio, Stramaglia, S., Pellicoro, M., Angelini, L., Amico, E., Aerts, H., Cortés, J., Laureys, S., Marinazzo, D., Bassez, I., Faes, L., Almgren, Hannes, Razi, Adeel, Van de Steen, Frederik, Krebs, Ruth, Aerts, Hannelore, Kanari, Lida, Dlotko, Pawel, Scolamiero, Martina, Levi, Ran, Shillcock, Julian, de Kock, Christiaan P.J., Hess, Kathryn, Markram, Henry, Ly, Cheng, Marsat, Gary, Gillespie, Tom, Sandström, Malin, Abrams, Mathew, Grethe, Jeffrey S., Martone, Maryann, De Gernier, Robin, Solinas, Sergio, Rössert, Christian, Haelterman, Marc, Massar, Serge, Pasquale, Valentina, Pastore, Vito Paolo, Martinoia, Sergio, Massobrio, Paolo, Capone, Cristiano, Tort-Colet, Núria, Sanchez-Vives, Maria V., Mattia, Maurizio, Almasi, Ali, Cloherty, Shaun L., Grayden, David B., Wong, Yan T., Ibbotson, Michael R., Meffin, Hamish, Prince, Luke Y., Tsaneva-Atanasova, Krasimira, Mellor, Jack R., Mazzoni, Alberto, Rosa, Manuela, Carpaneto, Jacopo, Romito, Luigi M., Priori, Alberto, Micera, Silvestro, Migliore, Rosanna, Lupascu, Carmen Alina, Franchina, Francesco, Bologna, Luca Leonardo, Romani, Armando, Saray, Sára, Van Geit, Werner, Káli, Szabolcs, Thomson, Alex, Mercer, Audrey, Lange, Sigrun, Falck, Joanne, Muller, Eilif, Schürmann, Felix, Todorov, Dmitrii, Capps, Robert, Barnett, William, Molkov, Yaroslav, Devalle, Federico, Pazó, Diego, Montbrió, Ernest, Mochol, Gabriela, Azab, Habiba, Hayden, Benjamin Y., Moreno-Bote, Rubén, Balasubramani, Pragathi Priyadharsini, Chakravarthy, Srinivasa V., Muddapu, Vignayanandam R., Gheorghiu, Medorian D., Mimica, Bartul, Withlock, Jonathan, Mureșan, Raul C., Zick, Jennifer L., Schultz, Kelsey, Blackman, Rachael K., Chafee, Matthew V., Netoff, Theoden I., Roberts, Nicholas, Nagaraj, Vivek, Lamperski, Andrew, Grado, Logan L., Johnson, Matthew D., Darrow, David P., Lonardoni, Davide, Amin, Hayder, Di Marco, Stefano, Maccione, Alessandro, Berdondini, Luca, Nieus, Thierry, Stimberg, Marcel, Goodman, Dan F. M., Nowotny, Thomas, Koren, Veronika, Dragoi, Valentin, Obermayer, Klaus, Castro, Samy, Fernandez, Mariano, El-Deredy, Wael, Xu, Kesheng, Maidana, Jean Paul, Orio, Patricio, Chen, Weiliang, Hepburn, Iain, Casalegno, Francesco, Devresse, Adrien, Ovcharenko, Aleksandr, Pereira, Fernando, Delalondre, Fabien, De Schutter, Erik, Bratby, Peter, Gallimore, Andrew R., Klingbeil, Guido, Zamora, Criseida, Zang, Yunliang, Crotty, Patrick, Palmerduca, Eric, Antonietti, Alberto, Casellato, Claudia, Erö, Csaba, D’Angelo, Egidio, Gewaltig, Marc-Oliver, Pedrocchi, Alessandra, Bytschok, Ilja, Dold, Dominik, Schemmel, Johannes, Meier, Karlheinz, Petrovici, Mihai A., Shen, Hui-An, Surace, Simone Carlo, Pfister, Jean-Pascal, Lefebvre, Baptiste, Marre, Olivier, Yger, Pierre, Papoutsi, Athanasia, Park, Jiyoung, Ash, Ryan, Smirnakis, Stelios, Poirazi, Panayiota, Felix, Richard A., Dimitrov, Alexander G., Portfors, Christine, Daun, Silvia, Toth, Tibor I., Jędrzejewska-Szmek, Joanna, Kabbani, Nadine, Blackwel, Kim T., Moezzi, Bahar, Schaworonkow, Natalie, Plogmacher, Lukas, Goldsworthy, Mitchell R., Hordacre, Brenton, McDonnell, Mark D., Iannella, Nicolangelo, Ridding, Michael C., Triesch, Jochen, Maex, Reinoud, Safaryan, Karen, Steuber, Volker, Tang, Rongxiang, Tang, Yi-Yuan, Verveyko, Darya V., Brazhe, Alexey R., Verisokin, Andrey Yu, Postnov, Dmitry E., Günay, Cengiz, Panuccio, Gabriella, Giugliano, Michele, Prinz, Astrid A., Varona, Pablo, Rabinovich, Mikhail I., Denham, Jack, Ranner, Thomas, Cohen, Netta, Reva, Maria, Rebola, Nelson, Kirizs, Tekla, Nusser, Zoltan, DiGregorio, David, Mavritsaki, Eirini, Rentzelas, Panos, Ukani, Nikul H., Tomkins, Adam, Yeh, Chung-Heng, Bruning, Wesley, Fenichel, Allison L., Zhou, Yiyin, Huang, Yu-Chi, Florescu, Dorian, Ortiz, Carlos Luna, Richmond, Paul, Lo, Chung-Chuan, Coca, Daniel, Chiang, Ann-Shyn, Lazar, Aurel A., Creaser, Jennifer L., Lin, Congping, Ashwin, Peter, Brown, Jonathan T., Ridler, Thomas, Levenstein, Daniel, Watson, Brendon O., Buzsáki, György, Rinzel, John, Curtu, Rodica, Nguyen, Anh, Assadzadeh, Sahand, Robinson, Peter A., Sanz-Leon, Paula, Forlim, Caroline G., de Almeida, Lírio O. B., Pinto, Reynaldo D., Rodríguez, Francisco B., Lareo, Ángel, Forlim, Caroline Garcia, Montero, Aaron, Mosqueiro, Thiago, Huerta, Ramon, Rodriguez, Francisco B., Changoluisa, Vinicio, Cordeiro, Vinícius L., Ceballos, César C., Kamiji, Nilton L., Roque, Antonio C., Lytton, William W., Knox, Andrew, Rosenthal, Joshua J. C., Popovych, Svitlana, Liu, Liqing, Wang, Bin A., Tóth, Tibor I., Grefkes, Christian, Fink, Gereon R., Rosjat, Nils, Perez-Trujillo, Abraham, Espinal, Andres, Sotelo-Figueroa, Marco A., Cruz-Aceves, Ivan, Rostro-Gonzalez, Horacio, Zapotocky, Martin, Hoskovcová, Martina, Kopecká, Jana, Ulmanová, Olga, Růžička, Evžen, Gärtner, Matthias, Duvarci, Sevil, Roeper, Jochen, Schneider, Gaby, Albert, Stefan, Schmack, Katharina, Remme, Michiel, Schreiber, Susanne, Migliore, Michele, Lupascu, Carmen A., Bologna, Luca L., Antonel, Stefano M., Courcol, Jean-Denis, Çelikok, Sami Utku, Navarro-López, Eva M., Şengör, Neslihan Serap, Elibol, Rahmi, Sengor, Neslihan Serap, Özdemir, Mustafa Yasir, Li, Tianyi, Arleo, Angelo, Sheynikhovich, Denis, Nakamura, Akihiro, Shimono, Masanori, Song, Youngjo, Park, Sol, Choi, Ilhwan, Jeong, Jaeseung, Shin, Hee-sup, Sadeh, Sadra, Gleeson, Padraig, Angus Silver, R., Chatzikalymniou, Alexandra Pierri, Skinner, Frances K., Sanchez-Rodriguez, Lazaro M., Sotero, Roberto C., Hertäg, Loreen, Mackwood, Owen, Sprekeler, Henning, Puhlmann, Steffen, Weber, Simon N., Higgins, David, Naumann, Laura B., Iyer, Ramakrisnan, Mihalas, Stefan, Ticcinelli, Valentina, Stankovski, Tomislav, McClintock, Peter V. E., Stefanovska, Aneta, Janjić, Predrag, Solev, Dimitar, Seifert, Gerald, Kocarev, Ljupčo, Steinhäuser, Christian, Salmasi, Mehrdad, Glasauer, Stefan, Stemmler, Martin, Zhang, Danke, Zhang, Chi, Stepanyants, Armen, Goncharenko, Julia, Kros, Lieke, Davey, Neil, de Zeeuw, Chris, Hoebeek, Freek, Sinha, Ankur, Adams, Roderick, Schmuker, Michael, Psarrou, Maria, Schilstra, Maria, Torben-Nielsen, Benjamin, Metzner, Christoph, Schweikard, Achim, Mäki-Marttunen, Tuomo, Zurowski, Bartosz, Marinazzo, Daniele, Faes, Luca, Stramaglia, Sebastiano, Jordan, Henry O. C., Stringer, Simon M., Gajewska-Dendek, Elżbieta, Suffczyński, Piotr, Tam, Nicoladie, Zouridakis, George, Pollonini, Luca, Asl, Mojtaba Madadi, Valizadeh, Alireza, Tass, Peter A., Nold, Andreas, Fan, Wei, Konrad, Sara, Endle, Heiko, Vogt, Johannes, Tchumatchenko, Tatjana, Herpich, Juliane, Tetzlaff, Christian, Luboeinski, Jannik, Nachstedt, Timo, Ciba, Manuel, Bahmer, Andreas, Thielemann, Christiane, Kuebler, Eric S., Tauskela, Joseph S., Thivierge, Jean-Philippe, Bakker, Rembrandt, García-Amado, María, Evangelio, Marian, Clascá, Francisco, Tiesinga, Paul, Buckley, Christopher L., Toyoizumi, Taro, Dubreuil, Alexis M., Monasson, Rémi, Treves, Alessandro, Spalla, Davide, Rosay, Sophie, Kleberg, Florence I., Wong, Willy, de Oliveira Floriano, Bruno, Matsuo, Toshihiko, Uchida, Tetsuya, Dibenedetto, Domenica, Uludağ, Kâmil, Goodarzinick, Abdorreza, Schmidt, Maximilian, Hilgetag, Claus C., Diesmann, Markus, van Albada, Sacha J., Fauth, Michael, van Rossum, Mark, Reyes-Sánchez, Manuel, Amaducci, Rodrigo, Muñiz, Carlos, Elices, Irene, Arroyo, David, Levi, Rafael, Cohen, Ben, Chow, Carson, Vattikuti, Shashaank, Bertolotti, Elena, Burioni, Raffaella, di Volo, Matteo, Vezzani, Alessandro, Menzat, Bayar, Vogels, Tim P., Wagatsuma, Nobuhiko, Saha, Susmita, Kapoor, Reena, Kerr, Robert, Wagner, John, del Molino, Luis C. Garcia, Yang, Guangyu Robert, Mejias, Jorge F., Wang, Xiao-Jing, Song, Hanbing, Goodliffe, Joseph, Luebke, Jennifer, Weaver, Christina M., Thomas, John, Sinha, Nishant, Shaju, Nikhita, Maszczyk, Tomasz, Jin, Jing, Dauwels, Justin, Brandon Westover, M., Karimian, Maryam, Moerel, Michelle, De Weerd, Peter, Burwick, Thomas, Westra, Ronald L., Abeysuriya, Romesh, Hadida, Jonathan, Sotiropoulos, Stamatios, Jbabdi, Saad, Woolrich, Mark, Bensmail, Chama, Wrobel, Borys, Zhou, Xiaolong, Ji, Zilong, Liu, Xiao, Xia, Yan, Wu, Si, Wang, Xiao, Zhang, Mingsha, Ofer, Netanel, Shefi, Orit, Yaari, Gur, Carnevale, Ted, Majumdar, Amit, Sivagnanam, Subhashini, Yoshimoto, Kenneth, Smirnova, Elena Y., Amakhin, Dmitry V., Malkin, Sergey L., Zaitsev, Aleksey V., Chizhov, Anton V., Zaleshina, Margarita, Zaleshin, Alexander, Barranca, Victor J., Zhu, George, Skilling, Quinton M., Maruyama, Daniel, Ognjanovski, Nicolette, Aton, Sara J., Zochowski, Michal, Wu, Jiaxing, Aton, Sara, Rich, Scott, Booth, Victoria, Budak, Maral, Dura-Bernal, Salvador, Neymotin, Samuel A., Suter, Benjamin A., Shepherd, Gordon M. G., Felton, Melvin A., Yu, Alfred B., Boothe, David L., Oie, Kelvin S., Franaszczuk, Piotr J., Shuvaev, Sergey A., Başerdem, Batuhan, Zador, Anthony, Koulakov, Alexei A., López-Madrona, Víctor J., Pereda, Ernesto, Mirasso, Claudio R., Canals, Santiago, Masoli, Stefano, Rongala, Udaya B., Spanne, Anton, Jorntell, Henrik, Oddo, Calogero M., Vartanov, Alexander V., Neklyudova, Anastasia K., Kozlovskiy, Stanislav A., Kiselnikov, Andrey A., Marakshina, Julia A., Teleńczuk, Maria, Teleńczuk, Bartosz, Destexhe, Alain, Kuokkanen, Paula T., Kraemer, Anna, McColgan, Thomas, Carr, Catherine E., Kempter, Richard, Cash, Sydney

Source: Newton, A. J. H., A. H. Seidenstein, R. A. McDougal, A. Pérez-Cervera, G. Huguet, T. M-Seara, C. Haimerl, et al. 2017. “26th Annual Computational Neuroscience Meeting (CNS*2017): Part 3.” BMC Neuroscience 18 (Suppl 1): 60. doi:10.1186/s12868-017-0372-1. http://dx.doi.org/10.1186/s12868-017-0372-1.

File Description: application/pdf

Relation: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5592441/pdf/; BMC Neuroscience

Access URL: http://nrs.harvard.edu/urn-3:HUL.InstRepos:34491978

This result is not displayed to guests.
Login for full access.