Archives

Area-Specificity and Plasticity of History-Dependent Value Coding During Learning

• May 29, 2019,
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Characteristics of Waveform Shape in Parkinson’s Disease Detected with Scalp Electroencephalography

• June 12, 2019,
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Visualizing the PHATE of Neural Networks

• October 6, 2019,
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Faculty: Gal Mishne, Ph.D. Abstract: Understanding why and how certain neural networks outperform others is key to guiding future development of network architectures and optimization methods. To this end, we introduce a novel visualization al..

Estimation of Expected Euler Characteristic Curves of Nonstationary Smooth Gaussian Random Fields

• October 21, 2019,
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Faculty: Armin Schwartzman, Ph.D. The expected Euler characteristic (EEC) curve of excursion sets of a Gaussian random field is used to approximate the distribution of its supremum for high thresholds. Viewed as a function of the excursion thr..

PT-MMD: A Novel Statistical Framework for the Evaluation of Generative Systems

• November 4, 2019,
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Faculty: Alexander Cloninger, Ph.D. Abstract— Stochastic-sampling-based Generative Neural Networks, such as Restricted Boltzmann Machines and Generative Adversarial Networks, are now used for applications such as denoising, image occlusion r..

Vineet Bafna & Paul Mischel: Circular ecDNA promotes accessible chromatin and high oncogene expression

• December 1, 2019,
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