Search Results - "Hilbert, J"

Optimal control as a graphical model inference problem by Kappen, Hilbert J., Gómez, Vicenç, Opper, Manfred

“…We reformulate a class of non-linear stochastic optimal control problems introduced by Todorov (in Advances in Neural Information Processing Systems, vol. 19,…”
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An atomic Boltzmann machine capable of self-adaption by Kiraly, Brian, Knol, Elze J., van Weerdenburg, Werner M. J., Kappen, Hilbert J., Khajetoorians, Alexander A.

“…The quest to implement machine learning algorithms in hardware has focused on combining various materials, each mimicking a computational primitive, to create…”
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Linear theory for control of nonlinear stochastic systems by KAPPEN, Hilbert J

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Minimax PAC bounds on the sample complexity of reinforcement learning with a generative model by Gheshlaghi Azar, Mohammad, Munos, Rémi, Kappen, Hilbert J.

“…We consider the problems of learning the optimal action-value function and the optimal policy in discounted-reward Markov decision processes (MDPs). We prove…”
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Si doping enhances the thermal stability of diamond-like carbon through reductions in carbon-carbon bond length disorder by Hilbert, J., Mangolini, F., McClimon, J.B., Lukes, J.R., Carpick, R.W.

“…Low thermal stability is a major limitation of diamond-like carbon (DLC) films, especially amorphous hydrogenated carbon (a-C:H) films, inhibiting their use in…”
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Learning Universal Computations with Spikes by Thalmeier, Dominik, Uhlmann, Marvin, Kappen, Hilbert J, Memmesheimer, Raoul-Martin

“…Providing the neurobiological basis of information processing in higher animals, spiking neural networks must be able to learn a variety of complicated…”
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Role of Synaptic Stochasticity in Training Low-Precision Neural Networks by Baldassi, Carlo, Gerace, Federica, Kappen, Hilbert J, Lucibello, Carlo, Saglietti, Luca, Tartaglione, Enzo, Zecchina, Riccardo

“…Stochasticity and limited precision of synaptic weights in neural network models are key aspects of both biological and hardware modeling of learning…”
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Humulus lupulus L., a very popular beer ingredient and medicinal plant: overview of its phytochemistry, its bioactivity, and its biotechnology by Bocquet, L., Sahpaz, S., Hilbert, J. L., Rambaud, C., Rivière, C.

“…Humulus lupulus L. (Cannabaceae), commonly named hop, is widely grown around the world for its use in the brewing industry. Its female inflorescences (hops)…”
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An Iterative Method for Nonlinear Stochastic Optimal Control Based on Path Integrals by Satoh, Satoshi, Kappen, Hilbert J., Saeki, Masami

“…This paper proposes a new iterative solution method for nonlinear stochastic optimal control problems based on path integral analysis. First, we provide an…”
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Crystal structure of APOBEC3A bound to single-stranded DNA reveals structural basis for cytidine deamination and specificity by Kouno, Takahide, Silvas, Tania V., Hilbert, Brendan J., Shandilya, Shivender M. D., Bohn, Markus F., Kelch, Brian A., Royer, William E., Somasundaran, Mohan, Kurt Yilmaz, Nese, Matsuo, Hiroshi, Schiffer, Celia A.

“…Nucleic acid editing enzymes are essential components of the immune system that lethally mutate viral pathogens and somatically mutate immunoglobulins, and…”
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Knowledge, attitudes and practices related to tuberculosis in pharmacy workers in a cross-sectional survey in El Agustino, Peru by García, Patricia J, Hernández-Córdova, Gustavo, Pourjavaheri, Paria, Gómez-Paredes, Hilbert J, Sudar, Samuel, Bayer, Angela M

“…Although the worldwide incidence of tuberculosis (TB) is slowly decreasing, annual infection rates in Peru remain among the highest in the Americas. Pharmacies…”
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Sufficient Conditions for Convergence of the Sum-Product Algorithm by Mooij, J.M., Kappen, H.J.

“…Novel conditions are derived that guarantee convergence of the sum-product algorithm (also known as loopy belief propagation or simply belief propagation (BP))…”
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Stochastic Syncing in Sinusoidally Driven Atomic Orbital Memory by van Weerdenburg, Werner M. J., Osterhage, Hermann, Christianen, Ruben, Junghans, Kira, Domínguez, Eduardo, Kappen, Hilbert J., Khajetoorians, Alexander Ako

“…Stochastically fluctuating multiwell systems are a promising route toward physical implementations of energy-based machine learning and neuromorphic hardware…”
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Training quantum Boltzmann machines with the β-variational quantum eigensolver by Huijgen, Onno, Coopmans, Luuk, Najafi, Peyman, Benedetti, Marcello, Kappen, Hilbert J

“…Abstract The quantum Boltzmann machine (QBM) is a generative machine learning model for both classical data and quantum states. Training the QBM consists of…”
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Nonlinear Stochastic Optimal Control with Input Saturation Constraints Based on Path Integrals by Satoh, Satoshi, Kappen, Hilbert J.

“…This paper is concerned with a finite‐time nonlinear stochastic optimal control problem with input saturation as a hard constraint on the control input. The…”
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Sexual reproduction of Zymoseptoria tritici on durum wheat in Tunisia revealed by presence of airborne inoculum, fruiting bodies and high levels of genetic diversity by Hassine, M., Siah, A., Hellin, P., Cadalen, T., Halama, P., Hilbert, J.-L., Hamada, W., Baraket, M., Yahyaoui, A., Legrève, A., Duvivier, M.

“…Septoria tritici blotch (STB) caused by the heterothallic ascomycete Zymoseptoria tritici is currently one of the most devastating diseases of wheat worldwide…”
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Structure and mechanism of the ATPase that powers viral genome packaging by Hilbert, Brendan J, Janelle A. Hayes, Nicholas P. Stone, Caroline M. Duffy, Banumathi Sankaran, Brian A. Kelch

“…Many viruses package their genomes into procapsids using an ATPase machine that is among the most powerful known biological motors. However, how this motor…”
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Biocatalytic Regioselective O‐acylation of Sesquiterpene Lactones from Chicory: A Pathway to Novel Ester Derivatives by Mosheim, J. Rodriguez, Ruggieri, F., Humeau, C., Hance, P., Willand, N., Hilbert, J. L., Heuson, E., Froidevaux, R.

“…We report the first biocatalytic modification of sesquiterpene lactones (STLs) found in the chicory plants, specifically lactucin (Lc), 11β,13‐dihydrolactucin…”
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A Disease-Causing Variant in PCNA Disrupts a Promiscuous Protein Binding Site by Duffy, Caroline M., Hilbert, Brendan J., Kelch, Brian A.

“…The eukaryotic DNA polymerase sliding clamp, proliferating cell nuclear antigen or PCNA, is a ring-shaped protein complex that surrounds DNA to act as a…”
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Nanoscale Run-In of Silicon Oxide-Doped Hydrogenated Amorphous Carbon: Dependence of Interfacial Shear Strength on Sliding Length and Humidity by McClimon, J. B., Hilbert, J., Lukes, J. R., Carpick, R. W.

“…We conducted atomic force microscopy (AFM) experiments by sliding hard tetrahedral amorphous carbon (ta-C)-coated and diamond AFM probes against silicon…”
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