Search Results - "Friedrich, T."

Information integration in large brain networks by Toker, Daniel, Sommer, Friedrich T

“…An outstanding problem in neuroscience is to understand how information is integrated across the many modules of the brain. While classic information-theoretic…”
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Variable Binding for Sparse Distributed Representations: Theory and Applications by Frady, Edward Paxon, Kleyko, Denis, Sommer, Friedrich T.

“…Variable binding is a cornerstone of symbolic reasoning and cognition. But how binding can be implemented in connectionist models has puzzled neuroscientists,…”
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Robust computation with rhythmic spike patterns by Frady, E. Paxon, Sommer, Friedrich T.

“…Information coding by precise timing of spikes can be faster and more energy efficient than traditional rate coding. However, spike-timing codes are often…”
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A simple method for detecting chaos in nature by Toker, Daniel, Sommer, Friedrich T., D’Esposito, Mark

“…Chaos, or exponential sensitivity to small perturbations, appears everywhere in nature. Moreover, chaos is predicted to play diverse functional roles in living…”
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Global spread of Conservation Agriculture by Kassam, A., Friedrich, T., Derpsch, R.

“…Conservation Agriculture (CA) comprises the practical application of three interlinked principles, namely: no or minimum mechanical soil disturbance, biomass…”
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A Theory of Sequence Indexing and Working Memory in Recurrent Neural Networks by Frady, E Paxon, Kleyko, Denis, Sommer, Friedrich T

“…To accommodate structured approaches of neural computation, we propose a class of recurrent neural networks for indexing and storing sequences of symbols or…”
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Neurodata Without Borders: Creating a Common Data Format for Neurophysiology by Teeters, Jeffery L., Godfrey, Keith, Young, Rob, Dang, Chinh, Friedsam, Claudia, Wark, Barry, Asari, Hiroki, Peron, Simon, Li, Nuo, Peyrache, Adrien, Denisov, Gennady, Siegle, Joshua H., Olsen, Shawn R., Martin, Christopher, Chun, Miyoung, Tripathy, Shreejoy, Blanche, Timothy J., Harris, Kenneth, Buzsáki, György, Koch, Christof, Meister, Markus, Svoboda, Karel, Sommer, Friedrich T.

“…The Neurodata Without Borders (NWB) initiative promotes data standardization in neuroscience to increase research reproducibility and opportunities. In the…”
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Consciousness is supported by near-critical slow cortical electrodynamics by Toker, Daniel, Pappas, Ioannis, Lendner, Janna D, Frohlich, Joel, Mateos, Diego M, Muthukumaraswamy, Suresh, Carhart-Harris, Robin, Paff, Michelle, Vespa, Paul M, Monti, Martin M, Sommer, Friedrich T, Knight, Robert T, D'Esposito, Mark

“…Mounting evidence suggests that during conscious states, the electrodynamics of the cortex are poised near a critical point or phase transition and that this…”
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Current state of phoenixin-the implications of the pleiotropic peptide in stress and its potential as a therapeutic target by Friedrich, T, Stengel, A

“…Phoenixin is a pleiotropic peptide, whose known functions have broadened significantly over the last decade. Initially first described as a reproductive…”
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Spatially Distributed Local Fields in the Hippocampus Encode Rat Position by Agarwal, Gautam, Stevenson, Ian H., Berényi, Antal, Mizuseki, Kenji, Buzsáki, György, Sommer, Friedrich T.

“…Although neuronal spikes can be readily detected from extracellular recordings, synaptic and subthreshold activity remains undifferentiated within the local…”
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Efficient optimization with higher-order Ising machines by Bybee, Connor, Kleyko, Denis, Nikonov, Dmitri E., Khosrowshahi, Amir, Olshausen, Bruno A., Sommer, Friedrich T.

“…A prominent approach to solving combinatorial optimization problems on parallel hardware is Ising machines, i.e., hardware implementations of networks of…”
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Learning Energy-Based Models in High-Dimensional Spaces with Multiscale Denoising-Score Matching by Li, Zengyi, Chen, Yubei, Sommer, Friedrich T.

“…Energy-based models (EBMs) assign an unnormalized log probability to data samples. This functionality has a variety of applications, such as sample synthesis,…”
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Perceptron Theory Can Predict the Accuracy of Neural Networks by Kleyko, Denis, Rosato, Antonello, Frady, Edward Paxon, Panella, Massimo, Sommer, Friedrich T.

“…Multilayer neural networks set the current state of the art for many technical classification problems. But, these networks are still, essentially, black boxes…”
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Response of Fish Communities to Hydrological and Morphological Alterations in Hydropeaking Rivers of Austria by Schmutz, S., Bakken, T. H., Friedrich, T., Greimel, F., Harby, A., Jungwirth, M., Melcher, A., Unfer, G., Zeiringer, B.

“…Climate change asks for the reduction in the consumption of fossil‐based fuels and an increased share of non‐regulated renewable energy sources, such as solar…”
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How Inhibitory Circuits in the Thalamus Serve Vision by Hirsch, Judith A, Wang, Xin, Sommer, Friedrich T, Martinez, Luis M

“…Inhibitory neurons dominate the intrinsic circuits in the visual thalamus. Interneurons in the lateral geniculate nucleus innervate relay cells and each other…”
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Alpha-Particle Exposure Induces Mainly Unstable Complex Chromosome Aberrations which do not Contribute to Radiation-Associated Cytogenetic Risk by Hartel, C, Nasonova, E, Ritter, S, Friedrich, T

“…The mechanism underlying the carcinogenic potential of α radiation is not fully understood, considering that cell inactivation (e.g., mitotic cell death) as a…”
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Oxygen beams for therapy: advanced biological treatment planning and experimental verification by Sokol, O, Scifoni, E, Tinganelli, W, Kraft-Weyrather, W, Wiedemann, J, Maier, A, Boscolo, D, Friedrich, T, Brons, S, Durante, M, Krämer, M

“…Nowadays there is a rising interest towards exploiting new therapeutical beams beyond carbon ions and protons. In particular, [Formula: see text]O ions are…”
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A Neural Network MCMC Sampler That Maximizes Proposal Entropy by Li, Zengyi, Chen, Yubei, Sommer, Friedrich T

“…Markov Chain Monte Carlo (MCMC) methods sample from unnormalized probability distributions and offer guarantees of exact sampling. However, in the continuous…”
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Cellular Automata Can Reduce Memory Requirements of Collective-State Computing by Kleyko, Denis, Frady, Edward Paxon, Sommer, Friedrich T.

“…Various nonclassical approaches of distributed information processing, such as neural networks, reservoir computing (RC), vector symbolic architectures (VSAs),…”
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Why do we need to standardize no-tillage research? by Derpsch, R., Franzluebbers, A.J., Duiker, S.W., Reicosky, D.C., Koeller, K., Friedrich, T., Sturny, W.G., Sá, J.C.M., Weiss, K.

“…•Conservation agriculture is practiced worldwide in different forms.•Residue-covered soil and absence of soil disturbance are key features of conservation…”
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