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7 results on '"W., Romaszkan"'

1. 3PXNet

Author

Tianmu Li, Puneet Gupta, and W. Romaszkan

Subjects
Reduction (complexity), Microcontroller, XNOR gate, Artificial neural network, Computer engineering, Edge device, Hardware and Architecture, Computer science, Enhanced Data Rates for GSM Evolution, Software, Energy (signal processing), Network model
Abstract

As the adoption of Neural Networks continues to proliferate different classes of applications and systems, edge devices have been left behind. Their strict energy and storage limitations make them unable to cope with the sizes of common network models. While many compression methods such as precision reduction and sparsity have been proposed to alleviate this, they don’t go quite far enough. To push size reduction to its absolute limits, we combine binarization with sparsity in Pruned-Permuted-Packed XNOR Networks (3PXNet), which can be efficiently implemented on even the smallest of embedded microcontrollers. 3PXNets can reduce model sizes by up to 38X and reduce runtime by up to 3X compared with already compact conventional binarized implementations with less than 3% accuracy reduction. We have created the first software implementation of sparse-binarized Neural Networks, released as open source library targeting edge devices. Our library is complete with training methodology and model generating scripts, making it easy and fast to deploy.

Published
2020
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2. GEO: Generation and Execution Optimized Stochastic Computing Accelerator for Neural Networks

Author

W. Romaszkan, Tianmu Li, Puneet Gupta, and Sudhakar Pamarti

Subjects
Acceleration, Stochastic computing, Artificial neural network, Coupling (computer programming), Computer science, Binary number, Throughput (business), Lower energy, Efficient energy use, Computational science
Abstract

Stochastic computing (SC) has seen a renaissance in recent years as a means for machine learning acceleration due to its compact arithmetic and approximation properties. Still, SC accuracy remains an issue, with prior works either not fully utilizing the computational density or suffering from significant accuracy losses. In this work, we propose GEO - Generation and Execution Optimized Stochastic Computing Accelerator for Neural Networks, which optimizes stream generation and execution components of SC, and bridges the accuracy gap between stochastic computing and fixed-point neural networks. It improves accuracy by coupling controlled stream sharing with training and balancing OR and binary accumulations. GEO further optimizes the SC execution through progressive shadow buffering and architectural optimizations. GEO can improve accuracy compared to state-of-the-art SC by 2.2-4.0% points while being up to 4.4X faster and 5.3X more energy efficient. GEO eliminates the accuracy gap between SC and fixed-point architectures while delivering up to 5.6X higher throughput and 2.6X lower energy.

Published
2021
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3. ACOUSTIC: Accelerating Convolutional Neural Networks through Or-Unipolar Skipped Stochastic Computing

Author

Sudhakar Pamarti, Tianmu Li, W. Romaszkan, Puneet Gupta, and Tristan Melton

Subjects
010302 applied physics, Hardware architecture, Stochastic computing, Artificial neural network, Computer science, Inference, 02 engineering and technology, 01 natural sciences, Convolutional neural network, Power budget, 020202 computer hardware & architecture, Neuromorphic engineering, Computer engineering, 0103 physical sciences, 0202 electrical engineering, electronic engineering, information engineering, Efficient energy use
Abstract

As privacy and latency requirements force a move towards edge Machine Learning inference, resource constrained devices are struggling to cope with large and computationally complex models. For Convolutional Neural Networks, those limitations can be overcome by taking advantage of enormous data reuse opportunities and amenability to reduced precision. To do that however, a level of compute density unattainable for conventional binary arithmetic is required. Stochastic Computing can deliver such density, but it has not lived up to its full potential because of multiple underlying precision issues. We present ACOUSTIC: Accelerating Convolutions through Or-Unipolar Skipped sTochastIc Computing, an accelerator framework that enables fully stochastic, high-density CNN inference. Leveraging split-unipolar representation, OR-based accumulation and novel computation-skipping approach, ACOUSTIC delivers server-class parallelism within a mobile area and power budget - a 12mm2 accelerator can be as much as 38.7x more energy efficient and 72.5x faster than conventional fixed-point accelerators. It can also be up to 79.6x more energy efficient than state-of-the-art stochastic accelerators. At the lower-end ACOUSTIC achieves 8x-120X inference throughput improvement with similar energy and area when compared to recent mixed-signal/neuromorphic accelerators.

Published
2020
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4. Introducing the CTA concept

Author

A. Mathieu, R. G. Wagner, K. Panagiotidis, S Rosier Lees, Julien Rousselle, M. Gómez Berisso, Michela Uslenghi, Stephen Maxfield, R. C. Shellard, Ivica Puljak, T. Le Flour, Thomas Schanz, Tobias C. Walther, Juanan Aguilar, Pierre Colin, M. Chikawa, N. Fouque, Mosè Mariotti, G. Fontaine, Merja Tornikoski, V. Diez-Blanco, Enrico Giro, A. Krepps, G. Koss, J. M. Martin, Sergio Billotta, E. de Oña Wilhelmi, Keitaro Takahashi, S. Buson, P. Brook, S. Steiner, M. Dyrda, Joseph Silk, Sera Markoff, P. Lubinski, U. Schwanke, Sauvik Bhattacharyya, J. Ripken, T. Haubold, C. Zurbach, H. Wetteskind, R. Hermel, J. Darling, J. Nicolau-Kukliński, Konstancja Satalecka, M. Videla, Stefan Funk, P. Conconi, S. Bajtlik, Lukasz Stawarz, J. M. Paredes, K. Reitberger, Stefan Wagner, Teresa Mineo, David Kieda, G. Pareschi, Shigeto Kabuki, Makoto Sawada, Antonio Stamerra, Rodolfo Canestrari, N. Baby, G. Crimi, P. Kostka, J. Grube, R. Zanin, I. K. Kominis, L. Mc Comb, R. Sternberger, M. Fesquet, M. Tokarz, David Fink, Daniela Dorner, N. Hamer Heras, A. Moralejo Olaizola, M. de Naurois, Diego F. Torres, Claes Fransson, K. Nishijima, Yutaka Fujita, L. Fresnillo, B. García, R. Kossakowski, A. Masserot, H. von Gunten, Alkiviadis F. Bais, Ciro Bigongiari, A. Saggion, G. Papyan, I. Mrusek, K. Farakos, J. Michałowski, A. Franckowiak, Fernando Martinez, M. Doert, R. Wawrzaszek, Michele Doro, L. Sapozhnikov, Claudia Lavalley, D. Thuermann, A.A. Zdziarski, Cristina Knapic, Karen Byrum, N. Neyroud, Petr Schovanek, W. Domainko, D. Kastana, E. Birsin, Adrian Biland, F. Sánchez, Alexandre Marcowith, M. Errando, R. L. C. Starling, J. Schultze, A. Weinstein, B. B. Singh, Yassir Moudden, Jelena Aleksić, C. L. Naumann, V. Waegebaert, M. Shayduk, U. F. Katz, Gianpiero Tagliaferri, M. Schroedter, A. Vollhardt, O. Reimann, Hideyuki Ohoka, Vincenzo Testa, C. Jablonski, Tsuguya Naito, J. Schäfer, Stavros Maltezos, A. Wierzcholska, P. Wawer, L. Nellen, F. Mirabel, Tatsuo Yoshida, P. H. Carton, Nina Nowak, L. Platos, Riccardo Rando, P. P. Krueger, R. Wischnewski, W. Romaszkan, E. Fede, Martino Marisaldi, Markus Gaug, Richard Willingale, J. H. Buckley, U. De AlmeidaBarres, J. Knapp, Saverio Lombardi, D. della Volpe, A. Herrero, A. Bottani, E. Delagnes, Martin J. Hardcastle, C. Morello, Anna Lipniacka, T. Greenshaw, M. Renaud, Giancarlo Cusumano, Jonathan Biteau, M. Sowiński, J. R. T. de Mello Neto, T. B. Humensky, Michael G. Richer, G. Parks, G. Grasseau, H. Baba, Gino Tosti, Damir Lelas, H. Krawzcynski, David Paneque, M. Barcelo, R. Dickherber, P. Ferrando, Shinji Hara, D. Florin, Hideaki Katagiri, T. Shibata, Fuyuki Tokanai, N. A. McCubbin, J. Gomez-Ortega, D. Nakajima, A. Liolios, P. Laporte, Orjan Dale, A. Sillanpää, Dainis Dravins, Timothée Grégoire, Nu. Komin, A. Mihailidis, L. Sidoli, Shiu-Hang Lee, A. W. Chen, J. M. Illa, A. Kuznetsov, P. Munar-Adrover, D. Dominis Prester, Marcos Daniel Actis, Abraham D. Falcone, L. Journet, D. Hadasch, N. Galante, A. Murphy, C. J. Todero Peixoto, S. Wiesand, A. Aravantinos, A. C. Rovero, J. L. Dournaux, P. Romano, M. Hrabovsky, R. de los Reyes Lopez, M. Ostrowski, J. Pallota, Geza Gyuk, Petar Temnikov, R. Dubois, Jan Ebr, R. Koul, David J. Smith, S. Schwarzburg, P. Manigot, Chad Finley, Tarek M. Hassan, Giuseppe Sottile, Evgeni Ovcharov, P. J. Rajda, F. Krennrich, Peter L. Moore, W. B. Focke, W. Bednarek, Elena Amato, Kazunori Kohri, J. Gamez-Garcia, I. Oya, A. Shibuya, German Hermann, William H. Lee, Dorota Sobczyńska, X. Zhou, C. Balkowski, G. Vallejo, M. Hayashida, M. Bitossi, Loukas Vlahos, H. Lockart, N. Geffroy, L. Tibaldo, Marek Jamrozy, Luke O'c. Drury, Pratik Majumdar, P. Sutcliffe, S. Schlenstedt, M. Palatka, Christophe Champion, H. Ueno, M. Rupiński, P. Giommi, J. Schwarz, G. Pühlhofer, Takashi Saito, W. van Driel, C. van Eldik, Q. Xiong, Yasuo Fukui, A. Donat, A. Ibarra, R. S. Warwick, Michiko Ohishi, A. W. Smith, J.-P. Lenain, Aion Viana, Terry Ashton, Guillaume Dubus, Jacek Niemiec, K. Kodani, Luis Ángel Tejedor, A. Wörnlein, Takanori Yoshikoshi, Masahiro Teshima, W. Gäbele, Ll. Font, Olaf Reimer, J. F. Valdés-Galicia, Lucy Fortson, J. P. Osborne, Mattia Fornasa, Keith Bechtol, Masayuki Tanaka, Shigehiro Nagataki, M. Rataj, M. Ribordy, Emmanuel Moulin, I. de la Calle, K. Winiarski, C. Jeanney, I. Mognet, I. Vegas, C. Juffroy, Yutaka Ohira, A. Jacholkowska, Matthew Wood, A. E. Suárez, J. Bähr, K. M. Schure, J. Maya, M. Dafonseca, J. Tasan, R. Sugawara, M. Bourgeat, A. Mancilla, D. Pelat, Olga Botner, D. Nedbal, G. Depaola, Robert Wagner, T. Okuda, H. Arnaldi, Josep Martí, P. Corona, T. Bonev, D. Yelos, J. Sieiro, V. Scalzotto, Jacco Vink, D. Languignon, Marco Ajello, J. Vandenbrouke, Philipp Mertsch, M. Mordalska, P. Wegner, P. Ziółkowski, P. T. O'Brien, A. Nozato, Robert D. Preece, B. Huber, Matteo Balbo, J.R. Bogart, R. Kankanyan, K. Mori, T. Jogler, Seth Digel, Claudio Vuerli, Hiromitsu Takahashi, Thomas Lohse, K. Saito, A. W. Borgland, Elisa Prandini, Helene Sol, Ryan Heller, M. Bogdan, D. Dumas, M. Stodulski, Y. Awane, Piercarlo Bonifacio, Pedro L. Luque-Escamilla, Judith H. Croston, Fabio Pizzolato, P. M. Chadwick, M. K. Daniel, Riccardo Paoletti, Reiko Orito, Katsuaki Asano, R. Frei, G. Disset, Valerie Connaughton, Juhani Huovelin, Hiroyasu Tajima, S. Vercellone, F. Feinstein, G. Decerprit, Riccardo Smareglia, S. Spyrou, Gustavo E. Romero, J. Shi, J. Carr, N. Girard, Dirk L. Hoffmann, Andreas Zech, Markus Boettcher, Osvaldo Catalano, Akira Okumura, M. Dohmke, C. Föhr, Sabrina Casanova, R. A. Cameron, Jan Conrad, K. Umehara, K. K. Yadav, A. Paizis, John L. Quinn, L. Pogosyan, C. Farnier, William J. Potter, Domenico Impiombato, Tadashi Kifune, Jonathan Granot, Gernot Maier, M. Cieślar, S. Palanque, G.W. Fraser, J. Prast, R. Bose, Heidi Sandaker, G. Lamanna, Dusan Mandat, J.F. Glicenstein, J. Harris, D. Naumann, J. Ziolkowski, Michał Szanecki, C. Delgado, J. Kocot, W. Lustermann, Sabine Elles, J. Schmoll, L. Gérard, M. López, Norita Kawanaka, V. Gika, B. Lieunard, A. Pichel, Martin Pohl, Mariusz Sterzel, S. Vincent, Paolo De Coppi, J. Lande, O. Blanch Bigas, Gianluca Giavitto, Yusuke Konno, Julian Sitarek, M. Panter, P.-O. Petrucci, F. Henault, M. Prouza, Philip Kaaret, Josep Colomé, Luciano Nicastro, German Martinez, L. Gebremedhin, J. M. Yebras, Apostolos Mastichiadis, A. S. Madhavan, Thomas J. Maccarone, K. Berger, R. Buehler, P. Jean, N. Sartore, F. Toussenel, Aris Karastergiou, W. Kluźniak, A. Djannati-Ataï, S. J. Fegan, Louis Antonelli, A. González Muñoz, J. Berdugo, S. S. Upadhya, M. Sidz, F. Mottez, Patrick Vogler, F. Di Pierro, Wystan Benbow, B. Sacco, L. Chiappetti, J. Dumm, R. Firpo Curcoll, David Gascon, V. Boccone, J. Krause, J. P. Avernet, B. Peyaud, B. De Lotto, Ana Babić, T. O. B. Schmidt, I. M. McHardy, T. Schweizer, S. P. Wakely, Daniel Gall, Frank M. Rieger, E. Sant'Ambrogio, M. Kagaya, P. Vincent, R. C. Rannot, Sandro Mereghetti, A. De Angelis, M. Scarcioffolo, R. White, G. H. Sembroski, Takeshi Nakamori, C. Medina, M. A. De Oliveira Leigui, Subir Sarkar, A. Marszałek, Reshmi Mukherjee, K. Nakayama, A. Fiasson, S. Giarrusso, T. Bernardino, J. P. Finley, D. Neise, L. O. Takalo, F. Grañena, Nikola Godinovic, H. Sasaki, P. Zychowski, Francesco Dazzi, B. Courty, A. Basili, Vitaly Neustroev, B. Khélifi, T. Glanzman, M. Trifoglio, Regis Terrier, R. A. Ong, E. M. Santos, M. Minuti, Thomas Bretz, R. Moderski, J. Kushida, S. Royer, Emilio Molinari, Etienne Lyard, J. Houles, Juan Abel Barrio, T. Lerch, S. Rivoire, T. Kishimoto, M. Cailles, M. Casiraghi, Nikolaos Stergioulas, J. Gaweda, S. Koyama, Ingomar Allekotte, E. Ismailova, Elina Giannakaki, S. Schwemmer, Ryo Yamazaki, G. Fasola, Christoph Deil, Jose Luis Contreras, T. Bird, Miguel A. Sánchez-Conde, J. Dick, E. Edy, D. Parsons, R. Pyzioł, R. Mirzoyan, Manjuli R. Sharma, J. Borkowski, Jonathan S. Lapington, Cameron B Rulten, Rino Bandiera, Volker Beckmann, Jun Kakuwa, Dimitris Balis, Kenji Toma, Anna Barnacka, Andrea Santangelo, L. Padilla, Peter Eger, G. Decock, Karol Seweryn, N. Sakaki, Darko Veberič, Andrea Bulgarelli, B. Rudak, M. Pérez, H. Koppel, Felix Spanier, M. I. Martínez, D. Horville, Marco Molinaro, R. Walter, P. Ramon, S. Brau-Nogue, J. Camprecios, K. Kärcher, John H. Seiradakis, S. Criswell, D. J. Leopold, V. J. Guarino, R. Gredig, S. Vorobiov, Viktor Gruev, Gareth Hughes, Daniele Spiga, Quirin Weitzel, N. Håkansson, Susumu Inoue, U. Straumann, Juan Cortina, B. Behera, Jürgen Knödlseder, Daniel Nieto, Tomasz Szepieniec, H. Prokoph, Jerzy Grygorczuk, G. De La Vega, Jim Hinton, E. Chabanne, M. Mahabir, R. Krobot, M. Capalbi, Miroslav Pech, C. Díaz, J. Ludwin, F. Gianotti, Garret Cotter, Claudio Melioli, Hiroaki Yamamoto, C. Veyssiere, Kunihito Ioka, S. Sun, J. M. Parraud, L. Rob, Felix Aharonian, G. Maneva, D. Melkumyan, T. Schwab, J. Kasperek, J. M. Huet, E. Lorenz, S. Tanaka, Y. A. Gallant, S. Couturier, B.W. Favill, J. Boix Gargallo, Andrea Tiengo, Leszek Bogacz, Andreu Sanuy, Christian Fruck, J. Sykes, C. Martens, A. Yoshida, Marek Sikora, E. Racero, G. Rouaix, N. Bhat, A. Salini, A. S. Barber, Mauro Ghigo, Jan Ridky, K. Kosack, Konrad Bernlöhr, C. Tenzer, Alice Allafort, M. Torres, Catherine Boisson, Grzegorz Kowal, M. Karczewski, G. Agnetta, Victor Stamatescu, Anthony H. Gonzalez, S. Rousselle, Giovanni Bonanno, A. Zajczyk, A. Gadola, P. Martin, V. Zitelli, I. Manthos, N. Maragos, A. Dettlaff, F. Profeti, S. Colonges, S. Gunji, S. Cazaux, S. Colafrancesco, M. Paz Arribas, Rika Hagiwara, Darell Engelhaupt, Nestor Mirabal, Johann Cohen-Tanugi, S. Grunewald, Abby M. Green, I. D. Davids, D. Nosek, T. Yamamoto, Gagik Tovmassian, R. Sakonaka, Miguel Alcubierre, C. Baixeras, T. L. Usher, Kazufumi Torii, H. Lüdecke, L. Wiśniewski, B. Kellner-Leidel, P. Demange, F. Gonzalez, B. Moal, V. De Caprio, V. Golev, K. Katarzyński, V. Bugaev, A. Reimer, J. Koziol, G. Pojmanski, Alessandro Carosi, J. Bolmont, A. Nikolaidis, R. J. García López, V. A. Kudryavtsev, C. Stegmann, J.-P. Ernenwein, M. Fiorini, Ivone F. M. Albuquerque, Marco Tavani, P. Korohoda, A. Giuliani, E. Carmona, C. Bauer, Kostas D. Kokkotas, O. Tibolla, G. Deleglise, Pierre Brun, Dinko Dimitrov, I. Jung, R. Steenkamp, Marc Ribó, Kathrin Egberts, P. Reardon, Adriano Ghedina, Stefan Rosén, N. Hidaka, Trygve Buanes, A. Segreto, H. Huan, Juri Poutanen, Ruben Lopez-Coto, S. Cavazzani, Massimiliano Belluso, A. Kretzschmann, F. De Frondat, A. Riviere, J. F. Olive, Tsunefumi Mizuno, Serena Mattiazzo, M. González, D. Fantinel, Matteo Cerruti, S. Vergani, Sabrina Einecke, N. La Palombara, Reinhard Schlickeiser, P. Antoranz, Pol Bordas, D. Paillot, V. de Souza, Yasushi Fukazawa, Phil Evans, Werner Hofmann, Hugh Dickinson, F. Roy, Yvonne Becherini, E. O. Angüner, D. Corti, T. C. Arlen, Francesco Russo, V. R. Chitnis, D. Ross, R. Gabriele, Massimo Persic, E. Fokitis, A. Bonardi, D. Garrido, A. Niedźwiecki, L. Cossio, Hidetoshi Kubo, Y. de Oliveira, F. Mattana, Anna Szostek, M. Compin, S. Blake, F. Lucarelli, Petter Hofverberg, Felix Ryde, M. Gougerot, C. Boutonnet, Dimitrios Emmanoulopoulos, A. Mangano, P. Vallania, Jose Miguel Miranda, A. Manalaysay, M. Raue, A. Bouvier, Shohei Yanagita, Nektarios Vlahakis, Joni Tammi, M. Naumann-Godo, Kohta Murase, E. Fillin-Martino, Jiri Chudoba, K. Hatanaka, A. Lopatin, N. Otte, G. Rojas, Tomonori Totani, K. S. Gothe, J. P. Vialle, D. Kolitzus, K. Warda, Hironori Matsumoto, J. Rico, P. Ringegni, James Chiang, R. McKay, A. Bobkov, Aya Bamba, H. Takami, B. Giebels, O. Grimm, S. Basso, F. Dubois, Victor Zabalza, A. Förster, Pasquale Blasi, Alexandros Papayannis, A. G. Akhperjanian, Eckhard Kendziorra, James A. Anderson, Giuseppe Malaguti, R. Welsing, S. Pita, A. Ozieblo, Heide Costantini, D. Tezier, J.-H. Köhne, M. Tluczykont, Ll. Garrido, Alexander Varón Sandoval, Matthew R. Orr, Dominique Durand, F. Chollet, O. Luz, E. O. Saemann, Jun Kataoka, M. Proyetti, C. Barbier, Jürgen Barnstedt, L. Bouchet, Hiroshi Muraishi, Anton N. Baushev, L. A. Otero, Denis Bastieri, S. Incorvaia, Tihomir Surić, V. La Parola, Nathan Smith, Karl-Heinz Sulanke, F. Bernard, Luca Stringhetti, S. Paiano, S. Federici, Hector Flores, Karl Mannheim, Michael S. Briggs, Giovanna Pedaletti, E. M. de Gouveia Dal Pino, J. D. Smith, G. La Rosa, Alicia López-Oramas, M. Janiak, Gary Drake, G. Talbot, Petr Travnicek, Elisabetta Bissaldi, Mario Meucci, R. Northrop, V. Scapin, Vito Conforti, J. D. Ponz, T. Aghajani, J. J. Jimenez, A. D. Supanitsky, Hernán Asorey, M. Werner, Brian Reville, A. Haupt, C. Skole, Gilles Henri, Daniele Gardiol, V. Vassiliev, R. Platzer, Y. Saito, A. La Barbera, Allan Hallgren, C. Eleftheriadis, S. Cantu, G. Maurin, K. Lacombe, A. Le Padellec, F. Stinzing, T. Hayakawa, A. Cillis, M. Suchenek, I. Monteiro, V. Sahakian, A. Di Paola, Grzegorz Madejski, A. De Luca, Andreas Quirrenbach, P. A. Caraveo, N. A. Webb, Michael Zacharias, J. Vanderwalt, Dario Hrupec, K. Ziȩtara, T. Armstrong, A. Lorca, T. Krähenbühl, A. Etchegoyen, Stefano Covino, C. Kalkuhl, K. Kitamoto, Tomasz Bulik, R. Rohlfs, D. Allan, A. Zhao, Luisa Arrabito, B. S. Acharya, T. Johnson, C. Schultz, G. Vasileiadis, Eleen Shum, Daniel Ferenc, Paola Grandi, Maria Concetta Maccarone, E. Strazzeri, H. Kelly, E. J. Quel, H. Vankov, Ruben Alfaro, I. Telezhinsky, J. Becker Tjus, C. Dufour, F. Köck, Ilana M. Braun, Jamie Holder, Ryoji Enomoto, Luigi Lessio, Michael Punch, Stefano Gabici, I. Puerto-Gimenez, S. Karkar, P. Nayman, M. Grudzińska, E. Aliu, Yoshiyuki Inoue, Elina Lindfors, J. Becerra, Daniel Mazin, Yukikatsu Terada, André Schulz, Teresa Montaruli, G. Bonnoli, S. Renner, Dieter Horns, J. Dyks, V. Pelassa, Mark I. Wilkinson, Ricardo Graciani, I. Troyano, P. Ristori, Thomas Kihm, P. Micolon, S. J. Nolan, Torsten Bringmann, David A. Williams, Joachim Hahn, L. Brunetti, U. Roeser, Wolfgang Rhode, Kanaris Tsinganos, Stefan Ohm, J. L. Panazol, G. Busetto, B. S., Acharya, M., Acti, T., Aghajani, G., Agnetta, J., Aguilar, F., Aharonian, M., Ajello, A., Akhperjanian, M., Alcubierre, J., Aleksic, R., Alfaro, E., Aliu, A. J., Allafort, D., Allan, I., Allekotte, E., Amato, J., Anderson, E. O., Anguener, L. A., Antonelli, P., Antoranz, A., Aravantino, T., Arlen, T., Armstrong, H., Arnaldi, L., Arrabito, K., Asano, T., Ashton, H. G., Asorey, Y., Awane, H., Baba, A., Babic, N., Baby, J., Baehr, A., Bai, C., Baixera, S., Bajtlik, M., Balbo, D., Bali, C., Balkowski, A., Bamba, R., Bandiera, A., Barber, C., Barbier, M., Barcelo, A., Barnacka, J., Barnstedt, U. B., De, J. A., Barrio, A., Basili, S., Basso, D., Bastieri, C., Bauer, A., Baushev, J., Becerra, Y., Becherini, K. C., Bechtol, J. B., Tju, V., Beckmann, W., Bednarek, B., Behera, M., Belluso, W., Benbow, J., Berdugo, K., Berger, F., Bernard, T., Bernardino, K., Bernloehr, N., Bhat, S., Bhattacharyya, C., Bigongiari, A., Biland, S., Billotta, T., Bird, E., Birsin, Bissaldi, Elisabetta, J., Biteau, M., Bitossi, S., Blake, O. B., Biga, P., Blasi, A., Bobkov, V., Boccone, M., Boettcher, L., Bogacz, J., Bogart, M., Bogdan, C., Boisson, J. B., Gargallo, J., Bolmont, G., Bonanno, A., Bonardi, T., Bonev, P., Bonifacio, G., Bonnoli, P., Borda, A., Borgland, J., Borkowski, R., Bose, O., Botner, A., Bottani, L., Bouchet, M., Bourgeat, C., Boutonnet, A., Bouvier, S., Brau Nogue, I., Braun, T., Bretz, M., Brigg, T., Bringmann, P., Brook, P., Brun, L., Brunetti, T., Buane, J., Buckley, R., Buehler, V., Bugaev, A., Bulgarelli, T., Bulik, G., Busetto, S., Buson, K., Byrum, M., Caille, R., Cameron, J., Camprecio, R., Canestrari, S., Cantu, M., Capalbi, P., Caraveo, E., Carmona, A., Carosi, J., Carr, P. . ., H., S., Casanova, M., Casiraghi, O., Catalano, S., Cavazzani, S., Cazaux, M., Cerruti, E., Chabanne, P., Chadwick, C., Champion, A., Chen, J., Chiang, L., Chiappetti, M., Chikawa, V. R., Chitni, F., Chollet, J., Chudoba, M., Cieslar, A., Cilli, J., Cohen Tanugi, S., Colafrancesco, P., Colin, J., Calome, S., Colonge, M., Compin, P., Conconi, V., Conforti, V., Connaughton, J., Conrad, J. L., Contrera, P., Coppi, P., Corona, D., Corti, J., Cortina, L., Cossio, H., Costantini, G., Cotter, B., Courty, S., Couturier, S., Covino, G., Crimi, S. J., Criswell, J., Croston, G., Cusumano, M., Dafonseca, O., Dale, M., Daniel, J., Darling, I., David, F., Dazzi, A. D., Angeli, V. D., Caprio, F. D., Frondat, E. M., De, I. d., La, G. A., De, R. d., Lo, B. D., Lotto, A. D., Luca, J. R., T., M. d., Nauroi, Y. d., Oliveira, E. d., Ona, V. d., Souza, G., Decerprit, G., Decock, C., Deil, E., Delagne, G., Deleglise, C., Delgado, D. D., Volpe, P., Demange, G., Depaola, A., Dettlaff, A. D., Paola, F. D., Pierro, C., Diaz, J., Dick, R., Dickherber, H., Dickinson, V., Diez Blanco, S., Digel, D., Dimitrov, G., Disset, A., Djannati Atai, M., Doert, M., Dohmke, W., Domainko, D. D., Prester, A., Donat, D., Dorner, M., Doro, J. . ., L., G., Drake, D., Dravin, L., Drury, F., Duboi, R., Duboi, G., Dubu, C., Dufour, D., Duma, J., Dumm, D., Durand, J., Dyk, M., Dyrda, J., Ebr, E., Edy, K., Egbert, P., Eger, S., Einecke, C., Eleftheriadi, S., Elle, D., Emmanoulopoulo, D., Engelhaupt, R., Enomoto, J. . ., P., M., Errando, A., Etchegoyen, P., Evan, A., Falcone, D., Fantinel, K., Farako, C., Farnier, G., Fasola, B., Favill, E., Fede, S., Federici, S., Fegan, F., Feinstein, D., Ferenc, P., Ferrando, M., Fesquet, A., Fiasson, E., Fillin Martino, D., Fink, C., Finley, J. P., Finley, M., Fiorini, R. F., Curcoll, H., Flore, D., Florin, W., Focke, C., Foehr, E., Fokiti, L., Font, G., Fontaine, M., Fornasa, A., Foerster, L., Fortson, N., Fouque, A., Franckowiak, C., Fransson, G., Fraser, R., Frei, I. F., M., L., Fresnillo, C., Fruck, Y., Fujita, Y., Fukazawa, Y., Fukui, S., Funk, W., Gaebele, S., Gabici, R., Gabriele, A., Gadola, N., Galante, D., Gall, Y., Gallant, J., Gamez Garcia, B., Garcia, R. G., Lopez, D., Gardiol, D., Garrido, L., Garrido, D., Gascon, M., Gaug, J., Gaweda, L., Gebremedhin, N., Geffroy, L., Gerard, A., Ghedina, M., Ghigo, E., Giannakaki, F., Gianotti, S., Giarrusso, G., Giavitto, B., Giebel, V., Gika, P., Giommi, N., Girard, E., Giro, A., Giuliani, T., Glanzman, J. . ., F., N., Godinovic, V., Golev, M. G., Berisso, J., Gomez Ortega, M. M., Gonzalez, A., Gonzalez, F., Gonzalez, A. G., Munoz, K. S., Gothe, M., Gougerot, R., Graciani, P., Grandi, F., Granena, J., Granot, G., Grasseau, R., Gredig, A., Green, T., Greenshaw, T., Gregoire, O., Grimm, J., Grube, M., Grudzinska, V., Gruev, S., Gruenewald, J., Grygorczuk, V., Guarino, S., Gunji, G., Gyuk, D., Hadasch, R., Hagiwara, J., Hahn, N., Hakansson, A., Hallgren, N. H., Hera, S., Hara, M. J., Hardcastle, J., Harri, T., Hassan, K., Hatanaka, T., Haubold, A., Haupt, T., Hayakawa, M., Hayashida, R., Heller, F., Henault, G., Henri, G., Hermann, R., Hermel, A., Herrero, N., Hidaka, J., Hinton, D., Hoffmann, W., Hofmann, P., Hofverberg, J., Holder, D., Horn, D., Horville, J., Houle, M., Hrabovsky, D., Hrupec, H., Huan, B., Huber, J. . ., M., G., Hughe, T. B., Humensky, J., Huovelin, A., Ibarra, J. M., Illa, D., Impiombato, S., Incorvaia, S., Inoue, Y., Inoue, K., Ioka, E., Ismailova, C., Jablonski, A., Jacholkowska, M., Jamrozy, M., Janiak, P., Jean, C., Jeanney, J. J., Jimenez, T., Jogler, T., Johnson, L., Journet, C., Juffroy, I., Jung, P., Kaaret, S., Kabuki, M., Kagaya, J., Kakuwa, C., Kalkuhl, R., Kankanyan, A., Karastergiou, K., Kaercher, M., Karczewski, S., Karkar, A., Kasperek, D., Kastana, H., Katagiri, J., Kataoka, K., Katarzynski, U., Katz, N., Kawanaka, B., Kellner Leidel, H., Kelly, E., Kendziorra, B., Khelifi, D. B., Kieda, T., Kifune, T., Kihm, T., Kishimoto, K., Kitamoto, W., Kluzniak, C., Knapic, J. w., Knapp, J., Knoedlseder, F., Koeck, J., Kocot, K., Kodani, J. . ., H., K., Kohri, K., Kokkota, D., Kolitzu, N., Komin, I., Komini, Y., Konno, H., Koeppel, P., Korohoda, K., Kosack, G., Ko, R., Kossakowski, P., Kostka, R., Koul, G., Kowal, S., Koyama, J., Koziol, T., Kraehenbuehl, J., Krause, H., Krawzcynski, F., Krennrich, A., Krepp, A., Kretzschmann, R., Krobot, P., Krueger, H., Kubo, V. A., Kudryavtsev, J., Kushida, A., Kuznetsov, A. L., Barbera, N. L., Palombara, V. L., Parola, G. L., Rosa, K., Lacombe, G., Lamanna, J., Lande, D., Languignon, J., Lapington, P., Laporte, C., Lavalley, T. L., Flour, A. L., Padellec, S. . ., H., W. H., Lee, M. A., Leigui, D., Lela, D. J., Leopold, T., Lerch, L., Lessio, B., Lieunard, E., Lindfor, A., Liolio, A., Lipniacka, H., Lockart, T., Lohse, S., Lombardi, A., Lopatin, M., Lopez, R., Lopez Coto, A., Lopez Orama, A., Lorca, E., Lorenz, P., Lubinski, F., Lucarelli, H., Luedecke, J., Ludwin, P. L., Luque Escamilla, W., Lustermann, O., Luz, E., Lyard, M. C., Maccarone, T. J., Maccarone, G. M., Madejski, A., Madhavan, M., Mahabir, G., Maier, P., Majumdar, G., Malaguti, S., Maltezo, A., Manalaysay, A., Mancilla, D., Mandat, G., Maneva, A., Mangano, P., Manigot, K., Mannheim, I., Mantho, N., Marago, A., Marcowith, M., Mariotti, M., Marisaldi, S., Markoff, A., Marszalek, C., Marten, J., Marti, P., Martin, G., Martinez, F., Martinez, M., Martinez, A., Masserot, A., Mastichiadi, A., Mathieu, H., Matsumoto, F., Mattana, S., Mattiazzo, G., Maurin, S., Maxfield, J., Maya, D., Mazin, L. M., Comb, N., Mccubbin, I., Mchardy, R., Mckay, C., Medina, C., Melioli, D., Melkumyan, S., Mereghetti, P., Mertsch, M., Meucci, J., Michalowski, P., Micolon, A., Mihailidi, T., Mineo, M., Minuti, N., Mirabal, F., Mirabel, J. M., Miranda, R., Mirzoyan, T., Mizuno, B., Moal, R., Moderski, I., Mognet, E., Molinari, M., Molinaro, T., Montaruli, I., Monteiro, P., Moore, A. M., Olaizola, M., Mordalska, C., Morello, K., Mori, F., Mottez, Y., Moudden, E., Moulin, I., Mrusek, R., Mukherjee, P., Munar Adrover, H., Muraishi, K., Murase, A., Murphy, S., Nagataki, T., Naito, D., Nakajima, T., Nakamori, K., Nakayama, C., Naumann, D., Naumann, M., Naumann Godo, P., Nayman, D., Nedbal, D., Neise, L., Nellen, V., Neustroev, N., Neyroud, L., Nicastro, J., Nicolau Kuklinski, A., Niedzwiecki, J., Niemiec, D., Nieto, A., Nikolaidi, K., Nishijima, S., Nolan, R., Northrop, D., Nosek, N., Nowak, A., Nozato, P., O'Brien, Y., Ohira, M., Ohishi, S., Ohm, H., Ohoka, T., Okuda, A., Okumura, R. A., Ong, R., Orito, M., Orr, J., Osborne, M., Ostrowski, L. A., Otero, N., Otte, E., Ovcharov, I., Oya, A., Ozieblo, L., Padilla, S., Paiano, D., Paillot, A., Paizi, S., Palanque, M., Palatka, J., Pallota, K., Panagiotidi, D., Paneque, M., Panter, R., Paoletti, A., Papayanni, G., Papyan, J. M., Parede, G., Pareschi, G., Park, D., Parson, M. P., Arriba, M., Pech, G., Pedaletti, V., Pelassa, D., Pelat, M. D., C., M., Persic, P. . ., O., B., Peyaud, A., Pichel, S., Pita, F., Pizzolato, L., Plato, R., Platzer, L., Pogosyan, M., Pohl, G., Pojmanski, J. D., Ponz, W., Potter, J., Poutanen, E., Prandini, J., Prast, R., Preece, F., Profeti, H., Prokoph, M., Prouza, M., Proyetti, I., Puerto Gimenez, G., Puehlhofer, I., Puljak, M., Punch, R., Pyziol, E. J., Quel, J., Quinn, A., Quirrenbach, E., Racero, P. J., Rajda, P., Ramon, R., Rando, R. C., Rannot, M., Rataj, M., Raue, P., Reardon, O., Reimann, A., Reimer, O., Reimer, K., Reitberger, M., Renaud, S., Renner, B., Reville, W., Rhode, M., Ribo, M., Ribordy, M. G., Richer, J., Rico, J., Ridky, F., Rieger, P., Ringegni, J., Ripken, P. R., Ristori, A., Riviere, S., Rivoire, L., Rob, U., Roeser, R., Rohlf, G., Roja, P., Romano, W., Romaszkan, G. E., Romero, S., Rosen, S. R., Lee, D., Ro, G., Rouaix, J., Rousselle, S., Rousselle, A. C., Rovero, F., Roy, S., Royer, B., Rudak, C., Rulten, M., Rupinski, F., Russo, F., Ryde, B., Sacco, E. O., Saemann, A., Saggion, V., Safiakian, K., Saito, T., Saito, Y., Saito, N., Sakaki, R., Sakonaka, A., Salini, F., Sanchez, M., Sanchez Conde, A., Sandoval, H., Sandaker, E., Sant'Ambrogio, A., Santangelo, E. M., Santo, A., Sanuy, L., Sapozhnikov, S., Sarkar, N., Sartore, H., Sasaki, K., Satalecka, M., Sawada, V., Scalzotto, V., Scapin, M., Scarcioffolo, J., Schafer, T., Schanz, S., Schlenstedt, R., Schlickeiser, T., Schmidt, J., Schmoll, P., Schovanek, M., Schroedter, C., Schultz, J., Schultze, A., Schulz, K., Schure, T., Schwab, U., Schwanke, J., Schwarz, S., Schwarzburg, T., Schweizer, S., Schwemmer, A., Segreto, G. H., Sembroski, K., Seweryn, M., Sharma, M., Shayduk, R. C., Shellard, J., Shi, T., Shibata, A., Shibuya, E., Shum, L., Sidoli, M., Sidz, J., Sieiro, M., Sikora, J., Silk, A., Sillanpaa, B. B., Singh, J., Sitarek, C., Skole, R., Smareglia, A., Smith, D., Smith, J., Smith, N., Smith, D., Sobczynska, H., Sol, G., Sottile, M., Sowinski, F., Spanier, D., Spiga, S., Spyrou, V., Stamatescu, A., Stamerra, R., Starling, L., Stawarz, R., Steenkamp, C., Stegmann, S., Steiner, N., Stergioula, R., Sternberger, M., Sterzel, F., Stinzing, M., Stodulski, U., Straumann, E., Strazzeri, L., Stringhetti, A., Suarez, M., Suchenek, R., Sugawara, K. . ., H., S., Sun, A. D., Supanitsky, T., Suric, P., Sutcliffe, J., Syke, M., Szanecki, T., Szepieniec, A., Szostek, G., Tagliaferri, H., Tajima, H., Takahashi, K., Takahashi, L., Takalo, H., Takami, C., Talbot, J., Tammi, M., Tanaka, S., Tanaka, J., Tasan, M., Tavani, L. A., Tejedor, I., Telezhinsky, P., Temnikov, C., Tenzer, Y., Terada, R., Terrier, M., Teshima, V., Testa, D., Tezier, D., Thuermann, L., Tibaldo, O., Tibolla, A., Tiengo, M., Tluczykont, C. J., Todero, F., Tokanai, M., Tokarz, K., Toma, K., Torii, M., Tornikoski, D. F., Torre, M., Torre, G., Tosti, T., Totani, C., Toussenel, G., Tovmassian, P., Travnicek, M., Trifoglio, I., Troyano, K., Tsingano, H., Ueno, K., Umehara, S. S., Upadhya, T., Usher, M., Uslenghi, J. F., Valdes Galicia, P., Vallania, G., Vallejo, W. v., Driel, C. v., Eldik, J., Vandenbrouke, J., Vanderwalt, H., Vankov, G., Vasileiadi, V., Vassiliev, D., Veberic, I., Vega, S., Vercellone, S., Vergani, C., Veyssiere, J. P., Vialle, A., Viana, M., Videla, P., Vincent, S., Vincent, J., Vink, N., Vlahaki, L., Vlaho, P., Vogler, A., Vollhardt, H. . ., P., S., Vorobiov, C., Vuerli, V., Waegebaert, R., Wagner, R. G., Wagner, S., Wagner, S. P., Wakely, R., Walter, T., Walther, K., Warda, R., Warwick, P., Wawer, R., Wawrzaszek, N., Webb, P., Wegner, A., Weinstein, Q., Weitzel, R., Welsing, M., Werner, H., Wetteskind, R., White, A., Wierzcholska, S., Wiesand, M., Wilkinson, D. A., William, R., Willingale, K., Winiarski, R., Wischnewski, L., Wisniewski, M., Wood, A., Woernlein, Q., Xiong, K. K., Yadav, H., Yamamoto, T., Yamamoto, R., Yamazaki, S., Yanagita, J. M., Yebra, D., Yelo, A., Yoshida, T., Yoshida, T., Yoshikoshi, V., Zabalza, M., Zacharia, A., Zajczyk, R., Zanin, A., Zdziarski, A., Zech, A., Zhao, X., Zhou, K., Zietara, J., Ziolkowski, P., Ziolkowski, V., Zitelli, C., Zurbach, P., Zychowski, Laboratoire d'Annecy de Physique des Particules (LAPP/Laboratoire d'Annecy-le-Vieux de Physique des Particules), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Savoie Mont Blanc (USMB [Université de Savoie] [Université de Chambéry])-Centre National de la Recherche Scientifique (CNRS), AstroParticule et Cosmologie (APC (UMR_7164)), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Observatoire de Paris, PSL Research University (PSL)-PSL Research University (PSL)-Université Paris Diderot - Paris 7 (UPD7), APC - Astrophysique des Hautes Energies (APC - AHE), PSL Research University (PSL)-PSL Research University (PSL)-Université Paris Diderot - Paris 7 (UPD7)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Observatoire de Paris, PSL Research University (PSL)-PSL Research University (PSL)-Université Paris Diderot - Paris 7 (UPD7)-Dipartimento di Astronomia, Universita degli Studi di Bologna, Università di Bologna [Bologna] (UNIBO)-Università di Bologna [Bologna] (UNIBO), Centre de Physique des Particules de Marseille (CPPM), Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Aix Marseille Université (AMU), Institut de Recherches sur les lois Fondamentales de l'Univers (IRFU), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay, CTA, Laboratoire Univers et Théories (LUTH (UMR_8102)), Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), Galaxies, Etoiles, Physique, Instrumentation (GEPI), Laboratoire d'Annecy de Physique des Particules (LAPP), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Observatoire de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Observatoire de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS)-Alma Mater Studiorum Università di Bologna [Bologna] (UNIBO), Aix Marseille Université (AMU)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Diderot - Paris 7 (UPD7), Observatoire de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Observatoire de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Dipartimento di Astronomia, Universita degli Studi di Bologna, Alma Mater Studiorum Università di Bologna [Bologna] (UNIBO)-Alma Mater Studiorum Università di Bologna [Bologna] (UNIBO), and High Energy Astrophys. & Astropart. Phys (API, FNWI)

Subjects
Next generation Cherenkov telescopes, Ciencias Físicas, 01 natural sciences, 7. Clean energy, TeV GAMMA-RAY ASTRONOMY, Observatory, Air showers, HESS, Cherenkov Telescopes, 010303 astronomy & astrophysics, MISSION, SUPERNOVA REMNANT W44, TELESCOPE, ASTRONOMY, EMISSION, Physics, ta213, [SDU.ASTR.HE]Sciences of the Universe [physics]/Astrophysics [astro-ph]/High Energy Astrophysical Phenomena [astro-ph.HE], Settore FIS/01 - Fisica Sperimentale, Astrophysics::Instrumentation and Methods for Astrophysics, TeV gamma-ray astronomy, ddc:540, CIENCIAS NATURALES Y EXACTAS, [PHYS.ASTR.HE]Physics [physics]/Astrophysics [astro-ph]/High Energy Astrophysical Phenomena [astro-ph.HE], [PHYS.ASTR.IM]Physics [physics]/Astrophysics [astro-ph]/Instrumentation and Methods for Astrophysic [astro-ph.IM], Air shower, AIR SHOWERS, Astrophysics::High Energy Astrophysical Phenomena, 0103 physical sciences, Preparatory phase, ta115, TeV gamma-ray astronomy Air showers Cherenkov Telescopes, 010308 nuclear & particles physics, business.industry, CHERENKOV TELESCOPES, Física, Astronomy, Institut für Physik und Astronomie, Astronomy and Astrophysics, ASTROFÍSICA, Cherenkov Telescope Array, [SDU.ASTR.IM]Sciences of the Universe [physics]/Astrophysics [astro-ph]/Instrumentation and Methods for Astrophysic [astro-ph.IM], Astronomía, Design study, Telecommunications, business
Abstract

The Cherenkov Telescope Array (CTA) is a new observatory for very high-energy (VHE) gamma rays. CTA has ambitions science goals, for which it is necessary to achieve full-sky coverage, to improve the sensitivity by about an order of magnitude, to span about four decades of energy, from a few tens of GeV to above 100 TeV with enhanced angular and energy resolutions over existing VHE gamma-ray observatories. An international collaboration has formed with more than 1000 members from 27 countries in Europe, Asia, Africa and North and South America. In 2010 the CTA Consortium completed a Design Study and started a three-year Preparatory Phase which leads to production readiness of CTA in 2014. In this paper we introduce the science goals and the concept of CTA, and provide an overview of the project., La lista completa de autores puede consultarse en el documento o en la página web de la revista., Facultad de Ingeniería

Published
2013
Full Text
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5. FlashCam : a novel Cherenkov telescope camera with continuous signal digitization

Author

Robert Lahmann, M. Rupiński, W. Romaszkan, A. Marszałek, Pawel Rajda, Jerzy Kasperek, C. Föhr, I. Jung, C. Bauer, A. Manalaysay, G. Hermann, T. Schwab, K. Winiarski, Thomas Kihm, D. Florin, G. Pühlhofer, F. Garrecht, J. Koziol, Oleg Kalekin, F. Eisenkolb, C. Kalkuhl, Thomas Schanz, U. Straumann, Olaf Reimer, C. Tenzer, Quirin Weitzel, A. Vollhardt, S. Steiner, K. Zietara, and A. Gadola

Subjects
Physics, Ethernet, gamma telescopes, business.industry, Physics::Instrumentation and Detectors, Astrophysics::High Energy Astrophysical Phenomena, Electrical engineering, Astrophysics::Instrumentation and Methods for Astrophysics, trigger concepts and systems (hardware and software), Cherenkov Telescope Array, law.invention, Telescope, Sampling (signal processing), Observatory, law, Continuous signal, business, front-end electronics for detector readout, Instrumentation, data acquisition concepts, Mathematical Physics, Computer hardware, Digitization, Cherenkov radiation
Abstract

The Cherenkov Telescope Array (CTA) will be the next generation ground-based observatory for cosmic gamma rays. The FlashCam camera for its mid-size telescope introduces a new concept, with a modest sampling rate of 250 MS/s, that enables a continuous digitization as well as event buffering and trigger processing using the same front-end FPGAs. The high performance Ethernet-based readout provides a dead-time free operation for event rates up to 30 kHz corresponding to a data rate of 2.0 GByte/s sent to the camera server. We present the camera design and the current status of the project.

Published
2015

6. The FlashCam Camera for the Medium-Sized Telescopes of CTA

Author

A. Gadola, K. Zietara, Jerzy Kasperek, Robert Lahmann, Pawel Rajda, J. Koziol, A. Vollhardt, W. Romaszkan, F. Eisenkolb, C. Tenzer, U. Straumann, C. Bauer, O. Kalekin, D. Florin, K. Winiarski, C. Kalkuhl, Olaf Reimer, Quirin Weitzel, I. Jung, C. Föhr, Thomas Schanz, F. Garrecht, A. Manalaysay, A. Marszałek, T. Schwab, S. Steiner, M. Rupinski, G. Pühlhofer, Thomas Kihm, G. Hermann, and For the CTA Consortium

Subjects
Physics, CTA - Abteilung Hofmann, Center (algebra and category theory), Humanities
Abstract

Q. Weitzel∗,a C. Bauer,a F. Eisenkolb,b D. Florin,c C. Fohr,a A. Gadola,c F. Garrecht,a G. Hermann,a I. Jung,d O. Kalekin,d C. Kalkuhl,b J. Kasperek,e T. Kihm,a J. Koziol, f R. Lahmann,d A. Manalaysay,c A. Marszalek, f G. Puhlhofer,b P. Rajda,e O. Reimer,g W. Romaszkan,e M. Rupinski,e T. Schanz,b T. Schwab,a S. Steiner,c U. Straumann,c C. Tenzer,b A. Vollhardt,c K. Winiarskie and K. Zietara f for the CTA consortium aMax-Planck-Institut fur Kernphysik, P.O. Box 103980, 69029 Heidelberg, Germany bInstitut fur Astronomie und Astrophysik, Abteilung Hochenergieastrophysik, Kepler Center for Astro and Particle Physics, Eberhard-Karls-Universitat, Sand 1, 72076 Tubingen, Germany cPhysik-Institut, Universitat Zurich, Winterthurerstr. 190, 8057 Zurich, Switzerland dPhysikalisches Institut, Friedrich-Alexander Universitat Erlangen-Nurnberg, Erwin-Rommel-Str. 1, 91058 Erlangen, Germany eAGH University of Science and Technology, Al. Mickiewicza 30, 30-059 Krakow, Poland f Jagiellonian University, Golebia 24, 31-007 Krakow, Poland gInstitut fur Astround Teilchenphysik, Leopold Franzens Universitat Innsbruck, Technikerstr. 25/8, 6020 Innsbruck, Austria E-mail: quirin.weitzel@mpi-hd.mpg.de

Published
2014

7. Status of the photomultiplier-based FlashCam camera for the Cherenkov Telescope Array

Author

K. Zietara, C. Kalkuhl, Thomas Schanz, W. Romaszkan, Thomas Kihm, A. Gadola, Robert Lahmann, Pawel Rajda, M. Rupiński, I. Jung, F. Garrecht, C. Föhr, C. Tenzer, Olaf Reimer, C. Bauer, T. Schwab, K. Winiarski, G. Hermann, A. Marszałek, G. Pühlhofer, J. Koziol, A. Vollhardt, S. Steiner, Jerzy Kasperek, Quirin Weitzel, Oleg Kalekin, F. Eisenkolb, D. Florin, A. Manalaysay, and U. Straumann

Subjects
Ethernet, Physics, Physics::Instrumentation and Detectors, business.industry, Preamplifier, Firmware, Astrophysics::Instrumentation and Methods for Astrophysics, Cherenkov Telescope Array, computer.software_genre, Front and back ends, Analog signal, Transmission (telecommunications), Embedded system, business, computer, Computer hardware, Data transmission
Abstract

The FlashCam project is preparing a camera prototype around a fully digital FADC-based readout system, for the medium sized telescopes (MST) of the Cherenkov Telescope Array (CTA). The FlashCam design is the first fully digital readout system for Cherenkov cameras, based on commercial FADCs and FPGAs as key components for digitization and triggering, and a high performance camera server as back end. It provides the option to easily implement different types of trigger algorithms as well as digitization and readout scenarios using identical hardware, by simply changing the firmware on the FPGAs. The readout of the front end modules into the camera server is Ethernet-based using standard Ethernet switches and a custom, raw Ethernet protocol. In the current implementation of the system, data transfer and back end processing rates of 3.8 GB/s and 2.4 GB/s have been achieved, respectively. Together with the dead-time-free front end event buffering on the FPGAs, this permits the cameras to operate at trigger rates of up to several ten kHz. In the horizontal architecture of FlashCam, the photon detector plane (PDP), consisting of photon detectors, preamplifiers, high voltage-, control-, and monitoring systems, is a self-contained unit, mechanically detached from the front end modules. It interfaces to the digital readout system via analogue signal transmission. The horizontal integration of FlashCam is expected not only to be more cost efficient, it also allows PDPs with different types of photon detectors to be adapted to the FlashCam readout system. By now, a 144-pixel mini-camera" setup, fully equipped with photomultipliers, PDP electronics, and digitization/ trigger electronics, has been realized and extensively tested. Preparations for a full-scale, 1764 pixel camera mechanics and a cooling system are ongoing. The paper describes the status of the project.

Published
2014

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