Search Results - "Hart, Allen"

Embedding and approximation theorems for echo state networks by Hart, Allen, Hook, James, Dawes, Jonathan

“…Echo State Networks (ESNs) are a class of single-layer recurrent neural networks that have enjoyed recent attention. In this paper we prove that a suitable…”
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A hidden Markov model for describing turbostratic disorder applied to carbon blacks and graphene by Hart, Allen G., Hansen, Thomas C., Kuhs, Werner F.

“…A mathematical framework is presented to represent turbostratic disorder in materials like carbon blacks, smectites and twisted n‐layer graphene. In…”
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Differential response in the human amygdala to racial outgroup vs ingroup face stimuli by Hart, Allen J, Whalen, Paul J, Shin, Lisa M, McInerney, Sean C, Fischer, Håkan, Rauch, Scott L

“…Here we describe response in the human amygdala to the presentation of racial outgroup vs ingroup faces. Functional magnetic resonance imaging (fMRI) measures…”
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Generalised synchronisations, embeddings, and approximations for continuous time reservoir computers by Hart, Allen G.

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Echo State Networks trained by Tikhonov least squares are L 2 ( μ ) approximators of ergodic dynamical systems by Hart, Allen G., Hook, James L., Dawes, Jonathan H.P.

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Automated color sorting of hand-harvested Chardonnay by Falconer, R, Liebich, B, Hart, A

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Echo State Networks trained by Tikhonov least squares are L2(μ) approximators of ergodic dynamical systems by Hart, Allen G., Hook, James L., Dawes, Jonathan H.P.

“…Echo State Networks (ESNs) are a class of single-layer recurrent neural networks with randomly generated internal weights, and a single layer of tuneable outer…”
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Reservoir Computing with Dynamical Systems by Hart, Allen

“…A reservoir computer is a special type of neural network, where most of the weights are randomly fixed and only a subset are trained. In this thesis we prove…”
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Decisionmaking about General Damages: A Comparison of Jurors, Judges, and Lawyers by Wissler, Roselle L., Hart, Allen J., Saks, Michael J.

“…Recent research has studied how jurors perceive injuries and translate those perceptions into dollar awards, and whether jurors' decision-making processes…”
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Reducing Variability in Civil Jury Awards by Saks, Michael J, Hollinger, Lisa A, Wissler, Roselle L, Evans, David Lee, Hart, Allen J

“…The purpose of the present study was to test several procedures that could be adopted for reducing unwanted variability in civil damage awards. Four methods…”
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Naturally Occurring Expectation Effects by Hart, Allen J

“…In this article, the author investigates naturally occurring expectation effects in a juror decision-making paradigm. Mock juror research, using jury-eligible…”
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Explaining "Pain and Suffering" Awards: The Role of Injury Characteristics and Fault Attributions by Wissler, Roselle L, Evans, David L, Hart, Allen J, Morry, Marian M, Saks, Michael J

“…The present research explored factors thought to affect compensatory awards for non-economic ham ("pain and suffering") in personal injury cases. Experiment 1…”
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Reducing the Biasing Effects of Judges' Nonverbal Behavior With Simplified Jury Instruction by Halverson, Andrea M, Hallahan, Mark, Hart, Allen J, Rosenthal, Robert

“…This research hypothesized that using simpler jury instructions would reduce jurors' reliance on judges' nonverbal behavior. Mock jurors were given either…”
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Are Race and Gender Central or Peripheral Traits? Examining Evaluative Amplification of Personality Impressions in the Classic Asch Paradigm by Evans, David C, Hart, Allen J, Hicks, Janna C

“…Evaluative amplification refers to the tendency for people to rate positive minorities more positively than non-minorities, but at the same time rate negative…”
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Generalised Synchronisations, Embeddings, and Approximations for Continuous Time Reservoir Computers by Hart, Allen G

“…We establish conditions under which a continuous time reservoir computer, such as a leaky integrator echo state network, admits a generalised synchronisation…”
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A Threat in the Computer: The Race Implicit Association Test as a Stereotype Threat Experience by Frantz, Cynthia M., Cuddy, Amy J. C., Burnett, Molly, Ray, Heidi, Hart, Allen

“…Three experiments test whether the threat of appearing racist leads White participants to perform worse on the race Implicit Association Test (IAT) and whether…”
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Nonverbal Behavior, Race, and Attitude Attributions by Hart, Allen J., Morry, Marian M.

“…Participants viewed a videotape of either an African–American or White confederate delivering a freely chosen or assigned speech using high persuasive or low…”
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(Thesis) Reservoir Computing With Dynamical Systems by Hart, Allen G

“…A reservoir computer is a special type of neural network, where most of the weights are randomly fixed and only a subset are trained. In this thesis we prove…”
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Learning strange attractors with reservoir systems by Grigoryeva, Lyudmila, Hart, Allen, Ortega, Juan-Pablo

“…This paper shows that the celebrated Embedding Theorem of Takens is a particular case of a much more general statement according to which, randomly generated…”
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Chaos on compact manifolds: Differentiable synchronizations beyond the Takens theorem by Grigoryeva, Lyudmila, Hart, Allen, Ortega, Juan-Pablo

“…Phys. Rev. E 103, 062204 (2021) This paper shows that a large class of fading memory state-space systems driven by discrete-time observations of dynamical…”
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