Toward a unifying framework for the modeling and identification of motor primitives von Chiovetto, Enrico, Salatiello, Alessandro, d'Avella, Andrea, Giese, Martin A.

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Pre-hospital glycemia as a biomarker for in-hospital all-cause mortality in diabetic patients - a pilot study von Greco, Salvatore, Salatiello, Alessandro, De Motoli, Francesco, Giovine, Antonio, Veronese, Martina, Cupido, Maria Grazia, Pedarzani, Emma, Valpiani, Giorgia, Passaro, Angelina

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A Dynamical Generative Model of Social Interactions von Salatiello, Alessandro, Hovaidi-Ardestani, Mohammad, Giese, Martin A.

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Rapid Assessment of COVID-19 Mortality Risk with GASS Classifiers von Greco, Salvatore, Salatiello, Alessandro, Fabbri, Nicolò, Riguzzi, Fabrizio, Locorotondo, Emanuele, Spaggiari, Riccardo, De Giorgi, Alfredo, Passaro, Angelina

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Physiologically-inspired neural model for social interaction recognition from abstract and naturalistic videos von Mukovskiy, Albert, Hovaidi-Ardestani, Mohammad, Salatiello, Alessandro, Stettler, Michael, Vogels, Rufin, Giese, Martin

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Neurophysiologically-inspired model for social interactions recognition from abstract and naturalistic stimuli von Giese, Martin A., Mukovskiy, Albert, Hovaidi-Ardestani, Mohammad, Salatiello, Alessandro, Stettler, Michael

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Early Prediction of COVID-19 Outcome: Contrasting Clinical Scores and Computational Intelligence Methods von Greco, Salvatore, Salatiello, Alessandro, Fabbri, Nicolò, Passaro, Angelina

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Recurrent Neural Network Learning of Performance and Intrinsic Population Dynamics from Sparse Neural Data von Salatiello, Alessandro, Giese, Martin A.

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Large language models surpass human experts in predicting neuroscience results von Luo, Xiaoliang, Rechardt, Akilles, Sun, Guangzhi, Nejad, Kevin K, Yáñez, Felipe, Yilmaz, Bati, Lee, Kangjoo, Cohen, Alexandra O, Borghesani, Valentina, Pashkov, Anton, Marinazzo, Daniele, Nicholas, Jonathan, Salatiello, Alessandro, Sucholutsky, Ilia, Minervini, Pasquale, Razavi, Sepehr, Rocca, Roberta, Yusifov, Elkhan, Okalova, Tereza, Gu, Nianlong, Ferianc, Martin, Khona, Mikail, Patil, Kaustubh R, Lee, Pui-Shee, Mata, Rui, Myers, Nicholas E, Bizley, Jennifer K, Musslick, Sebastian, Bilgin, Isil Poyraz, Niso, Guiomar, Ales, Justin M, Gaebler, Michael, Ratan Murty, N Apurva, Loued-Khenissi, Leyla, Behler, Anna, Hall, Chloe M, Dafflon, Jessica, Bao, Sherry Dongqi, Love, Bradley C

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Large language models surpass human experts in predicting neuroscience results von Luo, Xiaoliang, Rechardt, Akilles, Sun, Guangzhi, Nejad, Kevin K, Yáñez, Felipe, Yilmaz, Bati, Lee, Kangjoo, Cohen, Alexandra O, Borghesani, Valentina, Pashkov, Anton, Marinazzo, Daniele, Nicholas, Jonathan, Salatiello, Alessandro, Sucholutsky, Ilia, Minervini, Pasquale, Razavi, Sepehr, Rocca, Roberta, Yusifov, Elkhan, Okalova, Tereza, Gu, Nianlong, Ferianc, Martin, Khona, Mikail, Patil, Kaustubh R, Lee, Pui-Shee, Mata, Rui, Myers, Nicholas E, Bizley, Jennifer K, Musslick, Sebastian, Bilgin, Isil Poyraz, Niso, Guiomar, Ales, Justin M, Gaebler, Michael, Ratan Murty, N. Apurva, Loued-Khenissi, Leyla, Behler, Anna, Hall, Chloe M, Dafflon, Jessica, Bao, Sherry Dongqi, Love, Bradley C

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Continuous Decoding of Daily-Life Hand Movements from Forearm Muscle Activity for Enhanced Myoelectric Control of Hand Prostheses von Salatiello, Alessandro, Giese, Martin A

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Recurrent Neural Network Learning of Performance and Intrinsic Population Dynamics from Sparse Neural Data von Salatiello, Alessandro, Giese, Martin A

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Continuous Decoding of Daily-Life Hand Movements from Forearm Muscle Activity for Enhanced Myoelectric Control of Hand Prostheses von Salatiello, Alessandro, Giese, Martin A

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Large language models surpass human experts in predicting neuroscience results von Luo, Xiaoliang, Rechardt, Akilles, Sun, Guangzhi, Nejad, Kevin K, Yáñez, Felipe, Yilmaz, Bati, Lee, Kangjoo, Cohen, Alexandra O, Borghesani, Valentina, Pashkov, Anton, Marinazzo, Daniele, Nicholas, Jonathan, Salatiello, Alessandro, Sucholutsky, Ilia, Minervini, Pasquale, Razavi, Sepehr, Rocca, Roberta, Yusifov, Elkhan, Okalova, Tereza, Gu, Nianlong, Ferianc, Martin, Mikail Khona, Patil, Kaustubh R, Lee, Pui-Shee, Mata, Rui, Myers, Nicholas E, Bizley, Jennifer K, Musslick, Sebastian, Isil Poyraz Bilgin, Niso, Guiomar, Ales, Justin M, Gaebler, Michael, N Apurva Ratan Murty, Loued-Khenissi, Leyla, Behler, Anna, Hall, Chloe M, Dafflon, Jessica, Bao, Sherry Dongqi, Love, Bradley C

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ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain von Bernárdez, Guillermo, Telyatnikov, Lev, Montagna, Marco, Baccini, Federica, Papillon, Mathilde, Ferriol-Galmés, Miquel, Hajij, Mustafa, Papamarkou, Theodore, Bucarelli, Maria Sofia, Zaghen, Olga, Mathe, Johan, Myers, Audun, Mahan, Scott, Lillemark, Hansen, Vadgama, Sharvaree, Bekkers, Erik, Doster, Tim, Emerson, Tegan, Kvinge, Henry, Agate, Katrina, Ahmed, Nesreen K, Bai, Pengfei, Banf, Michael, Battiloro, Claudio, Beketov, Maxim, Bogdan, Paul, Carrasco, Martin, Cavallo, Andrea, Choi, Yun Young, Dasoulas, George, Elphick, Matouš, Escalona, Giordan, Filipiak, Dominik, Fritze, Halley, Gebhart, Thomas, Gil-Sorribes, Manel, Goomanee, Salvish, Guallar, Victor, Imasheva, Liliya, Irimia, Andrei, Jin, Hongwei, Johnson, Graham, Kanakaris, Nikos, Koloski, Boshko, Kovač, Veljko, Lecha, Manuel, Lee, Minho, Leroy, Pierrick, Long, Theodore, Magai, German, Martinez, Alvaro, Masden, Marissa, Mežnar, Sebastian, Miquel-Oliver, Bertran, Molina, Alexis, Nikitin, Alexander, Nurisso, Marco, Piekenbrock, Matt, Qin, Yu, Rygiel, Patryk, Salatiello, Alessandro, Schattauer, Max, Snopov, Pavel, Suk, Julian, Sánchez, Valentina, Tec, Mauricio, Vaccarino, Francesco, Verhellen, Jonas, Wantiez, Frederic, Weers, Alexander, Zajec, Patrik, Škrlj, Blaž, Miolane, Nina

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TopoX: A Suite of Python Packages for Machine Learning on Topological Domains von Hajij, Mustafa, Papillon, Mathilde, Frantzen, Florian, Agerberg, Jens, AlJabea, Ibrahem, Ballester, Rubén, Battiloro, Claudio, Bernárdez, Guillermo, Birdal, Tolga, Brent, Aiden, Chin, Peter, Escalera, Sergio, Fiorellino, Simone, Gardaa, Odin Hoff, Gopalakrishnan, Gurusankar, Govil, Devendra, Hoppe, Josef, Karri, Maneel Reddy, Khouja, Jude, Lecha, Manuel, Livesay, Neal, Meißner, Jan, Mukherjee, Soham, Nikitin, Alexander, Papamarkou, Theodore, Prílepok, Jaro, Ramamurthy, Karthikeyan Natesan, Rosen, Paul, Guzmán-Sáenz, Aldo, Salatiello, Alessandro, Samaga, Shreyas N, Scardapane, Simone, Schaub, Michael T, Scofano, Luca, Spinelli, Indro, Telyatnikov, Lev, Truong, Quang, Walters, Robin, Yang, Maosheng, Zaghen, Olga, Zamzmi, Ghada, Zia, Ali, Miolane, Nina

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ICML 2023 Topological Deep Learning Challenge : Design and Results von Papillon, Mathilde, Hajij, Mustafa, Jenne, Helen, Mathe, Johan, Myers, Audun, Papamarkou, Theodore, Birdal, Tolga, Dey, Tamal, Doster, Tim, Emerson, Tegan, Gopalakrishnan, Gurusankar, Govil, Devendra, Guzmán-Sáenz, Aldo, Kvinge, Henry, Livesay, Neal, Mukherjee, Soham, Samaga, Shreyas N, Karthikeyan Natesan Ramamurthy, Maneel Reddy Karri, Rosen, Paul, Sanborn, Sophia, Walters, Robin, Agerberg, Jens, Barikbin, Sadrodin, Battiloro, Claudio, Bazhenov, Gleb, Bernardez, Guillermo, Brent, Aiden, Escalera, Sergio, Fiorellino, Simone, Gavrilev, Dmitrii, Hassanin, Mohammed, Häusner, Paul, Odin Hoff Gardaa, Abdelwahed Khamis, Lecha, Manuel, Magai, German, Malygina, Tatiana, Ballester, Rubén, Nadimpalli, Kalyan, Nikitin, Alexander, Rabinowitz, Abraham, Salatiello, Alessandro, Scardapane, Simone, Scofano, Luca, Singh, Suraj, Sjölund, Jens, Snopov, Pavel, Spinelli, Indro, Telyatnikov, Lev, Testa, Lucia, Yang, Maosheng, Yue, Yixiao, Zaghen, Olga, Zia, Ali, Miolane, Nina

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ICML 2023 Topological Deep Learning Challenge:Design and Results von Papillon, Mathilde, Hajij, Mustafa, Frantzen, Florian, Jenne, Helen, Mathe, Johan, Hoppe, Josef, Schaub, Michael T, Papamarkou, Theodore, Guzmán-Sáenz, Aldo, Rieck, Bastian, Kvinge, Henry, Meisner, Jan, Zamzmi, Ghada, Myers, Audun, Birdal, Tolga, Dey, Tamal, Doster, Tim, Emerson, Tegan, Gopalakrishnan, Gurusankar, Govil, Devendra, Grande, Vincent, Livesay, Neal, Mukherjee, Soham, Samaga, Shreyas N, Ramamurthy, Karthikeyan Natesan, Karri, Maneel Reddy, Rosen, Paul, Sanborn, Sophia, Scholkemper, Michael, Walters, Robin, Agerberg, Jens, Bökman, Georg, Barikbin, Sadrodin, Battiloro, Claudio, Bazhenov, Gleb, Bernardez, Guillermo, Brent, Aiden, Escalera, Sergio, Fiorellino, Simone, Gavrilev, Dmitrii, Hassanin, Mohammed, Häusner, Paul, Gardaa, Odin Hoff, Khamis, Abdelwahed, Lecha, Manuel, Magai, German, Malygina, Tatiana, Melnyk, Pavlo, Ballester, Rubén, Nadimpalli, Kalyan, Nikitin, Alexander, Rabinowitz, Abraham, Salatiello, Alessandro, Scardapane, Simone, Scofano, Luca, Singh, Suraj, Sjölund, Jens, Snopov, Pavel, Spinelli, Indro, Telyatnikov, Lev, Testa, Lucia, Yang, Maosheng, Zaghen, Olga, Zia, Ali, Yue, Yixiao, Miolane, Nina

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TopoX: A Suite of Python Packages for Machine Learning on Topological Domains von Hajij, Mustafa, Papillon, Mathilde, Frantzen, Florian, Agerberg, Jens, AlJabea, Ibrahem, Ballester, Rubén, Battiloro, Claudio, Bernárdez, Guillermo, Birdal, Tolga, Brent, Aiden, Chin, Peter, Escalera, Sergio, Fiorellino, Simone, Odin Hoff Gardaa, Gopalakrishnan, Gurusankar, Govil, Devendra, Hoppe, Josef, Maneel Reddy Karri, Khouja, Jude, Lecha, Manuel, Livesay, Neal, Meißner, Jan, Mukherjee, Soham, Nikitin, Alexander, Papamarkou, Theodore, Prílepok, Jaro, Karthikeyan Natesan Ramamurthy, Rosen, Paul, Guzmán-Sáenz, Aldo, Salatiello, Alessandro, Samaga, Shreyas N, Scardapane, Simone, Schaub, Michael T, Scofano, Luca, Spinelli, Indro, Telyatnikov, Lev, Truong, Quang, Walters, Robin, Yang, Maosheng, Zaghen, Olga, Zamzmi, Ghada, Zia, Ali, Miolane, Nina

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ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain von Bernárdez, Guillermo, Telyatnikov, Lev, Montagna, Marco, Baccini, Federica, Papillon, Mathilde, Ferriol-Galmés, Miquel, Hajij, Mustafa, Papamarkou, Theodore, Bucarelli, Maria Sofia, Zaghen, Olga, Mathe, Johan, Myers, Audun, Mahan, Scott, Hansen Lillemark, Vadgama, Sharvaree, Bekkers, Erik, Doster, Tim, Emerson, Tegan, Kvinge, Henry, Agate, Katrina, Ahmed, Nesreen K, Bai, Pengfei, Banf, Michael, Battiloro, Claudio, Beketov, Maxim, Bogdan, Paul, Carrasco, Martin, Cavallo, Andrea, Yun Young Choi, Dasoulas, George, Elphick, Matouš, Escalona, Giordan, Filipiak, Dominik, Halley Fritze, Gebhart, Thomas, Gil-Sorribes, Manel, Goomanee, Salvish, Guallar, Victor, Imasheva, Liliya, Irimia, Andrei, Jin, Hongwei, Johnson, Graham, Kanakaris, Nikos, Koloski, Boshko, Kovač, Veljko, Lecha, Manuel, Lee, Minho, Leroy, Pierrick, Long, Theodore, Magai, German, Martinez, Alvaro, Masden, Marissa, Mežnar, Sebastian, Miquel-Oliver, Bertran, Molina, Alexis, Nikitin, Alexander, Nurisso, Marco, Piekenbrock, Matt, Yu, Qin, Rygiel, Patryk, Salatiello, Alessandro, Schattauer, Max, Snopov, Pavel, Suk, Julian, Sánchez, Valentina, Tec, Mauricio, Vaccarino, Francesco, Verhellen, Jonas, Wantiez, Frederic, Weers, Alexander, Zajec, Patrik, Škrlj, Blaž, Miolane, Nina

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