Zobrazeno 1 - 10
of 6 522
pro vyhledávání: '"Büchel, A"'
Autor:
Zolfagharinejad, Mohamadreza, Büchel, Julian, Cassola, Lorenzo, Kinge, Sachin, Syed, Ghazi Sarwat, Sebastian, Abu, van der Wiel, Wilfred G.
With the rise of decentralized computing, as in the Internet of Things, autonomous driving, and personalized healthcare, it is increasingly important to process time-dependent signals at the edge efficiently: right at the place where the temporal dat
Externí odkaz:
http://arxiv.org/abs/2410.10434
Autor:
Hemforth, Lisa, Couvy-Duchesne, Baptiste, De Matos, Kevin, Brianceau, Camille, Joulot, Matthieu, Banaschewski, Tobias, Bokde, Arun L. W., Desrivières, Sylvane, Flor, Herta, Grigis, Antoine, Garavan, Hugh, Gowland, Penny, Heinz, Andreas, Brühl, Rüdiger, Martinot, Jean-Luc, Martinot, Marie-Laure Paillère, Artiges, Eric, Papadopoulos, Dimitri, Lemaitre, Herve, Paus, Tomas, Poustka, Luise, Hohmann, Sarah, Holz, Nathalie, Fröhner, Juliane H., Smolka, Michael N., Vaidya, Nilakshi, Walter, Henrik, Whelan, Robert, Schumann, Gunter, Büchel, Christian, Poline, JB, Itterman, Bernd, Frouin, Vincent, Martin, Alexandre, group, IMAGEN study, Cury, Claire, Colliot, Olivier
Publikováno v:
Machine.Learning.for.Biomedical.Imaging. 2 (2024)
Incomplete Hippocampal Inversion (IHI), sometimes called hippocampal malrotation, is an atypical anatomical pattern of the hippocampus found in about 20% of the general population. IHI can be visually assessed on coronal slices of T1 weighted MR imag
Externí odkaz:
http://arxiv.org/abs/2408.02496
Autor:
Stepanenko, Iryna, Huang, Zhishuo, Ungur, Liviu, Bessas, Dimitrios, Chumakov, Aleksandr, Sergueev, Ilya, Büchel, Gabriel E., Al-Kahtani, Abdullah A., Chibotaru, Liviu, Telser, Joshua, Arion, Vladimir B.
A large number of osmium complexes with osmium in different oxidation states (II, III, IV, VI) have been reported recently to exhibit good antiproliferative activity in cancer cell lines. Herein, we demonstrate new opportunities offered by $^{187}$Os
Externí odkaz:
http://arxiv.org/abs/2404.18683
Autor:
Lammie, Corey, Vasilopoulos, Athanasios, Büchel, Julian, Camposampiero, Giacomo, Gallo, Manuel Le, Rasch, Malte, Sebastian, Abu
Analog-Based In-Memory Computing (AIMC) inference accelerators can be used to efficiently execute Deep Neural Network (DNN) inference workloads. However, to mitigate accuracy losses, due to circuit and device non-idealities, Hardware-Aware (HWA) trai
Externí odkaz:
http://arxiv.org/abs/2401.09859
Autor:
Buechel, Sven, Hahn, Udo
Human emotion is expressed in many communication modalities and media formats and so their computational study is equally diversified into natural language processing, audio signal analysis, computer vision, etc. Similarly, the large variety of repre
Externí odkaz:
http://arxiv.org/abs/2308.07871
Autor:
Gallo, Manuel Le, Lammie, Corey, Buechel, Julian, Carta, Fabio, Fagbohungbe, Omobayode, Mackin, Charles, Tsai, Hsinyu, Narayanan, Vijay, Sebastian, Abu, Maghraoui, Kaoutar El, Rasch, Malte J.
Publikováno v:
APL Machine Learning (2023) 1 (4): 041102
Analog In-Memory Computing (AIMC) is a promising approach to reduce the latency and energy consumption of Deep Neural Network (DNN) inference and training. However, the noisy and non-linear device characteristics, and the non-ideal peripheral circuit
Externí odkaz:
http://arxiv.org/abs/2307.09357
Autor:
Büchel, Julian, Vasilopoulos, Athanasios, Kersting, Benedikt, Odermatt, Frederic, Brew, Kevin, Ok, Injo, Choi, Sam, Saraf, Iqbal, Chan, Victor, Philip, Timothy, Saulnier, Nicole, Narayanan, Vijay, Gallo, Manuel Le, Sebastian, Abu
Publikováno v:
2022 International Electron Devices Meeting (IEDM), San Francisco, CA, USA, 2022, pp. 33.1.1-33.1.4
The precise programming of crossbar arrays of unit-cells is crucial for obtaining high matrix-vector-multiplication (MVM) accuracy in analog in-memory computing (AIMC) cores. We propose a radically different approach based on directly minimizing the
Externí odkaz:
http://arxiv.org/abs/2305.16647
Autor:
Francesca Sibilia, Coline Jost-Mousseau, Tobias Banaschewski, Gareth J. Barker, Christian Büchel, Sylvane Desrivières, Herta Flor, Antoine Grigis, Hugh Garavan, Penny Gowland, Andreas Heinz, Bernd Ittermann, Jean-Luc Martinot, Marie-Laure Paillère Martinot, Eric Artiges, Frauke Nees, Dimitri Papadopoulos Orfanos, Luise Poustka, Sabina Millenet, Juliane H. Fröhner, Michael N. Smolka, Henrik Walter, Robert Whelan, Gunter Schumann, Arun L.W. Bokde
Publikováno v:
IBRO Neuroscience Reports, Vol 16, Iss , Pp 201-210 (2024)
Adolescence is a crucial period for physical and psychological development. The impact of negative life events represents a risk factor for the onset of neuropsychiatric disorders. This study aims to investigate the relationship between negative life
Externí odkaz:
https://doaj.org/article/28f6e9d4b2d64e368eb0945375d71ad8
Autor:
Gallo, Manuel Le, Khaddam-Aljameh, Riduan, Stanisavljevic, Milos, Vasilopoulos, Athanasios, Kersting, Benedikt, Dazzi, Martino, Karunaratne, Geethan, Braendli, Matthias, Singh, Abhairaj, Mueller, Silvia M., Buechel, Julian, Timoneda, Xavier, Joshi, Vinay, Egger, Urs, Garofalo, Angelo, Petropoulos, Anastasios, Antonakopoulos, Theodore, Brew, Kevin, Choi, Samuel, Ok, Injo, Philip, Timothy, Chan, Victor, Silvestre, Claire, Ahsan, Ishtiaq, Saulnier, Nicole, Narayanan, Vijay, Francese, Pier Andrea, Eleftheriou, Evangelos, Sebastian, Abu
Publikováno v:
Nature Electronics 6, 680-693 (2023)
The need to repeatedly shuttle around synaptic weight values from memory to processing units has been a key source of energy inefficiency associated with hardware implementation of artificial neural networks. Analog in-memory computing (AIMC) with sp
Externí odkaz:
http://arxiv.org/abs/2212.02872
Autor:
Haojing Duan, Runye Shi, Jujiao Kang, Tobias Banaschewski, Arun LW Bokde, Christian Büchel, Sylvane Desrivières, Herta Flor, Antoine Grigis, Hugh Garavan, Penny A Gowland, Andreas Heinz, Rüdiger Brühl, Jean-Luc Martinot, Marie-Laure Paillère Martinot, Eric Artiges, Frauke Nees, Dimitri Papadopoulos Orfanos, Luise Poustka, Sarah Hohmann, Nathalie Nathalie Holz, Juliane Fröhner, Michael N Smolka, Nilakshi Vaidya, Henrik Walter, Robert Whelan, Gunter Schumann, Xiaolei Lin, Jianfeng Feng
Publikováno v:
eLife, Vol 13 (2024)
Structural brain aging has demonstrated strong inter-individual heterogeneity and mirroring patterns with brain development. However, due to the lack of large-scale longitudinal neuroimaging studies, most of the existing research focused on the cross
Externí odkaz:
https://doaj.org/article/feea0e0b505c47cebeff90ed8aa1c9a1