Zobrazeno 1 - 10
of 35
pro vyhledávání: '"Menara, Tommaso"'
Humans are capable of adjusting to changing environments flexibly and quickly. Empirical evidence has revealed that representation learning plays a crucial role in endowing humans with such a capability. Inspired by this observation, we study represe
Externí odkaz:
http://arxiv.org/abs/2205.05820
In this paper, we study representation learning for multi-task decision-making in non-stationary environments. We consider the framework of sequential linear bandits, where the agent performs a series of tasks drawn from distinct sets associated with
Externí odkaz:
http://arxiv.org/abs/2201.04805
Publikováno v:
Nat Commun 13, 4721 (2022)
Oscillatory activity is ubiquitous in natural and engineered network systems. The interaction scheme underlying interdependent oscillatory components governs the emergence of network-wide patterns of synchrony that regulate and enable complex functio
Externí odkaz:
http://arxiv.org/abs/2102.08566
Publikováno v:
Phys. Rev. Research 3, 023218 (2021)
Phase-amplitude coupling (PAC) describes the phenomenon where the power of a high-frequency oscillation evolves with the phase of a low-frequency one. We propose a model that explains the emergence of PAC in two commonly-accepted architectures in the
Externí odkaz:
http://arxiv.org/abs/2012.04217
Autor:
Braun, Urs, Harneit, Anais, Pergola, Giulio, Menara, Tommaso, Schaefer, Axel, Betzel, Richard F., Zang, Zhenxiang, Schweiger, Janina I., Schwarz, Kristina, Chen, Junfang, Blasi, Giuseppe, Bertolino, Alessandro, Durstewitz, Daniel, Pasqualetti, Fabio, Schwarz, Emanuel, Meyer-Lindenberg, Andreas, Bassett, Danielle S., Tost, Heike
Dynamical brain state transitions are critical for flexible working memory but the network mechanisms are incompletely understood. Here, we show that working memory entails brainwide switching between activity states. The stability of states relates
Externí odkaz:
http://arxiv.org/abs/1906.09290
In this paper, we propose a framework to control brain-wide functional connectivity by selectively acting on the brain's structure and parameters. Functional connectivity, which measures the degree of correlation between neural activities in differen
Externí odkaz:
http://arxiv.org/abs/1904.08805
Publikováno v:
IEEE Transactions on Control of Network Systems, 2020, 7 (1), 302-314
In this paper we study cluster synchronization in networks of oscillators with heterogenous Kuramoto dynamics, where multiple groups of oscillators with identical phases coexist in a connected network. Cluster synchronization is at the basis of sever
Externí odkaz:
http://arxiv.org/abs/1806.06083
Autor:
Stiso, Jennifer, Khambhati, Ankit N., Menara, Tommaso, Kahn, Ari E., Stein, Joel M., Das, Sandihitsu R., Gorniak, Richard, Tracy, Joseph, Litt, Brian, Davis, Kathryn A., Pasqualetti, Fabio, Lucas, Timothy, Bassett, Danielle S.
Electrical brain stimulation is currently being investigated as a therapy for neurological disease. However, opportunities to optimize such therapies are challenged by the fact that the beneficial impact of focal stimulation on both neighboring and d
Externí odkaz:
http://arxiv.org/abs/1805.01260
The question of controllability of natural and man-made network systems has recently received considerable attention. In the context of the human brain, the study of controllability may not only shed light into the organization and function of differ
Externí odkaz:
http://arxiv.org/abs/1706.05120
Autor:
Alleyne, Andrew, Allgöwer, Frank, Ames, Aaron D., Amin, Saurabh, Anderson, James, Annaswamy, Anuradha M., Antsaklis, Panos J., Bagheri, Neda, Balakrishnan, Hamsa, Bamieh, Bassam, Baras, John, Bauer, Margret, Bayen, Alexandre, Bogdan, Paul, Brunton, Steven L., Bullo, Francesco, Burdet, Etienne, Burdick, Joel, Burlion, Laurent, Canudas de Wit, Carlos, Cao, Ming, Cassandras, Christos G., Chakrabortty, Aranya, Como, Giacomo, Csete, Marie, Dabbene, Fabrizio, Dahleh, Munther, Das, Amritam, Dassau, Eyal, De Persis, Claudio, di Bernardo, Mario, Di Cairano, Stefano, Dimarogonas, Dimos, Dörfler, Florian, Doyle, John C., Doyle III, Francis J., Dragan, Anca, Egerstedt, Magnus, Eker, Johan, Fay, Sarah, Filev, Dimitar, Fontan, Angela, Franco, Elisa, Fujita, Masayuki, Garcia-Sanz, Mario, Gayme, Dennice, Heemels, W.P.M.H., Hespanha, João P., Hirche, Sandra, Hosoi, Anette, How, Jonathan P., Hug, Gabriela, Ilić, Marija, Ishii, Hideaki, Jadbabaie, Ali, Jafarian, Matin, Qing-Shan Jia, Samuel, Johansen, Tor, Johansson, Karl H., Jones, Dalton, Khammash, Mustafa, Khargonekar, Pramod, Kochenderfer, Mykel J., Krause, Andreas, Kuh, Anthony, Kulić, Dana, Lamnabhi-Lagarrigue, Françoise, Leonard, Naomi E., Leve, Frederick, Li, Na, Low, Steven, Lygeros, John, Mareels, Iven, Martinez, Sonia, Matni, Nikolai, Menara, Tommaso, Mombaur, Katja, Moore, Kevin, Murray, Richard, Namerikawa, Toru, Nedich, Angelia, Neema, Sandeep, Netto, Mariana, O’Leary, Timothy, O’Malley, Marcia K., Pao, Lucy Y., Papachristodoulou, Antonis, Pappas, George J., Paré, Philip E., Parisini, Thomas, Pasqualetti, Fabio, Pavone, Marco, Rajhans, Akshay, Ranade, Gireeja, Rantzer, Anders, Ratliff, Lillian, Rossiter, J. Anthony, Sadigh, Dorsa, Samad, Tariq, Sandberg, Henrik, Sarma, Sri, Schenato, Luca, Scherpen, Jacquelien, Schoellig, Angela, Sepulchre, Rodolphe, Shamma, Jeff, Shorten, Robert, Sinopoli, Bruno, Sreenath, Koushil, Stoustrup, Jakob, Sun, Jing, Tabuada, Paulo, Tegling, Emma, Tilbury, Dawn, Tomlin, Claire J., Tumova, Jana, Wise, Kevin, Work, Dan, Zafar, Junaid, Zeilinger, Melanie
The world faces some of its greatest challenges of modern time and how we address them will have a dramatic impact on the life for generations to come. Simultaneously, control systems, consisting of information enriched by various degrees of analytic
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=narcis______::86146c58de5fa27a9b8cb89ae8567204
https://research.tue.nl/nl/publications/2c6fc17f-ebb8-43d2-bdcb-1fa256716f3c
https://research.tue.nl/nl/publications/2c6fc17f-ebb8-43d2-bdcb-1fa256716f3c