Search Results - "BRUNNER, DANIEL"

Advances in photonic reservoir computing by Van der Sande, Guy, Brunner, Daniel, Soriano, Miguel C.

“…We review a novel paradigm that has emerged in analogue neuromorphic optical computing. The goal is to implement a reservoir computer in optics, where…”
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Machine learning and applications in ultrafast photonics by Genty, Goëry, Salmela, Lauri, Dudley, John M., Brunner, Daniel, Kokhanovskiy, Alexey, Kobtsev, Sergei, Turitsyn, Sergei K.

“…Recent years have seen the rapid growth and development of the field of smart photonics, where machine-learning algorithms are being matched to optical systems…”
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Hands-on reservoir computing: a tutorial for practical implementation by Cucchi, Matteo, Abreu, Steven, Ciccone, Giuseppe, Brunner, Daniel, Kleemann, Hans

“…This manuscript serves a specific purpose: to give readers from fields such as material science, chemistry, or electronics an overview of implementing a…”
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Noise-enhanced spatial-photonic Ising machine by Pierangeli, Davide, Marcucci, Giulia, Brunner, Daniel, Conti, Claudio

“…Ising machines are novel computing devices for the energy minimization of Ising models. These combinatorial optimization problems are of paramount importance…”
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Three-dimensional waveguide interconnects for scalable integration of photonic neural networks by Moughames, Johnny, Porte, Xavier, Thiel, Michael, Ulliac, Gwenn, Larger, Laurent, Jacquot, Maxime, Kadic, Muamer, Brunner, Daniel

“…Photonic waveguides are prime candidates for integrated and parallel photonic interconnects. Such interconnects correspond to large-scale vector matrix…”
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Serum-free cell culture: the serum-free media interactive online database by Brunner, Daniel, Frank, Jürgen, Appl, Helmut, Schöffl, Harald, Pfaller, Walter, Gstraunthaler, Gerhard

“…Fetal bovine serum (FBS) is a ubiquitously used essential supplement in cell culture media. However, there are serious scientific and ethical concerns about…”
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Diffractive Coupling For Photonic Networks: How Big Can We Go? by Maktoobi, Sheler, Froehly, Luc, Andreoli, Louis, Porte, Xavier, Jacquot, Maxime, Larger, Laurent, Brunner, Daniel

“…Photonic networks are considered a promising substrate for high-performance future computing systems. Compared to electronics, photonics has significant…”
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Detecting Disordered Breathing and Limb Movement Using In-Bed Force Sensors by Waltisberg, Daniel, Amft, Oliver, Brunner, Daniel P., Troster, Gerhard

“…We present and evaluate measurement fusion and decision fusion for recognizing apnea and periodic limb movement in sleep episodes. We used an in-bed sensor…”
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Coherent Single-Hole Spin in a Semiconductor by Brunner, Daniel, Gerardot, Brian D, Dalgarno, Paul A, Wüst, Gunter, Karrai, Khaled, Stoltz, Nick G, Petroff, Pierre M, Warburton, Richard J

“…Semiconductors have uniquely attractive properties for electronics and photonics. However, it has been difficult to find a highly coherent quantum state in a…”
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Prospects and applications of photonic neural networks by Huang, Chaoran, Sorger, Volker J., Miscuglio, Mario, Al-Qadasi, Mohammed, Mukherjee, Avilash, Lampe, Lutz, Nichols, Mitchell, Tait, Alexander N., Ferreira de Lima, Thomas, Marquez, Bicky A., Wang, Jiahui, Chrostowski, Lukas, Fok, Mable P., Brunner, Daniel, Fan, Shanhui, Shekhar, Sudip, Prucnal, Paul R., Shastri, Bhavin J.

“…Neural networks have enabled applications in artificial intelligence through machine learning, and neuromorphic computing. Software implementations of neural…”
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Study of the C-band dynamical response of an injection locked LA-EEL for fully integrated telecommunication data processing by Lance, Romain, Skalli, Anas, Porte, Xavier, Brunner, Daniel

“…A high-performance photonic reservoir, which utilizes the injection locking effect in a highly multimodal semiconductor laser, has been developed. This…”
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(3+1)D printing towards the scalable and efficient integration of high-performance hybrid platforms by Grabulosa, Adrià, Moughames, Johnny, Porte, Xavier, Brunner, Daniel

“…We employ one-and two-photon polymerizatin, i.e. flash -TPP printing, which is compatible with metal-oxid-semiconductor (CMOS) technology, to fabricate…”
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Computation and implementation of large scalable Spiking Neural Network by Talukder, Ria, Skalli, Anas, Porte, Xavier, Brunner, Daniel

“…Photonic neural networks are a highly sought-after area of research due to their potential for high-performance complex computing. Unlike artificial neural…”
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Optical pumping of a single hole spin in a quantum dot by Brunner, Daniel, Kroner, Martin, Seidl, Stefan, Dalgarno, Paul A, Petroff, Pierre M, Stoltz, Nick G, Öhberg, Patrik, Karrai, Khaled, Gerardot, Brian D, Warburton, Richard J

“…The spin of an electron is a natural two-level system for realizing a quantum bit in the solid state. For an electron trapped in a semiconductor quantum dot,…”
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A complete, parallel and autonomous photonic neural network in a semiconductor multimode laser by Porte, Xavier, Skalli, Anas, Haghighi, Nasibeh, Reitzenstein, Stephan, Lott, James A, Brunner, Daniel

“…Neural networks are one of the disruptive computing concepts of our time. However, they fundamentally differ from classical, algorithmic computing. These…”
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Combining one and two photon polymerization for accelerated high performance (3 + 1)D photonic integration by Grabulosa, Adrià, Moughames, Johnny, Porte, Xavier, Brunner, Daniel

“…Dense and efficient circuits with component sizes approaching the physical limit is the hallmark of high performance integration. Ultimately, these features…”
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Computational metrics and parameters of an injection-locked large area semiconductor laser for neural network computing [Invited] by Skalli, Anas, Porte, Xavier, Haghighi, Nasibeh, Reitzenstein, Stephan, Lott, James A., Brunner, Daniel

“…Artificial neural networks have become a staple computing technique in many fields. Yet, they present fundamental differences with classical computing hardware…”
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Photonics for computing and computing for photonics by Brunner, Daniel, Marandi, Alireza, Bogaerts, Wim, Ozcan, Aydogan

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Neural network learning with photonics and for photonic circuit design by Brunner, Daniel, Soriano, Miguel C., Fan, Shanhui

“…This special issue covers works that lie at the interface betweenmachine learning, spearheaded by the computing power of artificialneural networks (NN), and…”
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Analysis of a Tubular Torsionally Resonating Viscosity-Density Sensor by Brunner, Daniel, Goodbread, Joe, Häusler, Klaus, Kumar, Sunil, Boiger, Gernot, Khawaja, Hassan A

“…This paper discusses a state-of-the-art inline tubular sensor that can measure the viscosity-density of a passing fluid. In this study, experiments and…”
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