Search Results - "Talmon, Ronen"

Uncovering avalanche sources via acceleration measurements by Bronstein, Emil, Faran, Eilon, Talmon, Ronen, Shilo, Doron

“…Avalanche sources describe rapid and local events that govern deformation processes in various materials. The fundamental differences between an avalanche…”
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Empirical intrinsic geometry for nonlinear modeling and time series filtering by Talmon, Ronen, Coifman, Ronald R.

“…In this paper, we present a method for time series analysis based on empirical intrinsic geometry (EIG). EIG enables one to reveal the low-dimensional…”
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Cell-Type-Specific Outcome Representation in the Primary Motor Cortex by Levy, Shahar, Lavzin, Maria, Benisty, Hadas, Ghanayim, Amir, Dubin, Uri, Achvat, Shay, Brosh, Zohar, Aeed, Fadi, Mensh, Brett D., Schiller, Yitzhak, Meir, Ron, Barak, Omri, Talmon, Ronen, Hantman, Adam W., Schiller, Jackie

“…Adaptive movements are critical for animal survival. To guide future actions, the brain monitors various outcomes, including achievement of movement and…”
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Parent–child couples display shared neural fingerprints while listening to stories by Habouba, Nir, Talmon, Ronen, Kraus, Dror, Farah, Rola, Apter, Alan, Steinberg, Tamar, Radhakrishnan, Rupa, Barazany, Daniel, Horowitz-Kraus, Tzipi

“…Neural fingerprinting is a method to identify individuals from a group of people. Here, we established a new connectome-based identification model and used…”
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Audio source separation by activity probability detection with maximum correlation and simplex geometry by Laufer-Goldshtein, Bracha, Talmon, Ronen, Gannot, Sharon

“…Two novel methods for speaker separation of multi-microphone recordings that can also detect speakers with infrequent activity are presented. The proposed…”
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Graph of graphs analysis for multiplexed data with application to imaging mass cytometry by Lin, Ya-Wei Eileen, Shnitzer, Tal, Talmon, Ronen, Villarroel-Espindola, Franz, Desai, Shruti, Schalper, Kurt, Kluger, Yuval

“…Imaging Mass Cytometry (IMC) combines laser ablation and mass spectrometry to quantitate metal-conjugated primary antibodies incubated in intact tumor tissue…”
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An Emergent Space for Distributed Data With Hidden Internal Order Through Manifold Learning by Kemeth, Felix P., Haugland, Sindre W., Dietrich, Felix, Bertalan, Tom, Hohlein, Kevin, Li, Qianxiao, Bollt, Erik M., Talmon, Ronen, Krischer, Katharina, Kevrekidis, Ioannis G.

“…Manifold-learning techniques are routinely used in mining complex spatiotemporal data to extract useful, parsimonious data representations/parametrizations;…”
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On Interference-Rejection Using Riemannian Geometry for Direction of Arrival Estimation by Bar, Amitay, Talmon, Ronen

“…We consider the problem of estimating the direction of arrival of desired acoustic sources in the presence of multiple acoustic interference sources. All the…”
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Local Canonical Correlation Analysis for Nonlinear Common Variables Discovery by Yair, Or, Talmon, Ronen

“…In this paper, we address the problem of hidden common variables discovery from multimodal data sets of nonlinear high-dimensional observations. We present a…”
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Parallel Transport on the Cone Manifold of SPD Matrices for Domain Adaptation by Yair, Or, Ben-Chen, Mirela, Talmon, Ronen

“…In this paper, we consider the problem of domain adaptation. We propose to view the data through the lens of covariance matrices and present a method for…”
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Procrustes Analysis on the Manifold of SPSD Matrices for Data Sets Alignment by Lahav, Almog, Talmon, Ronen

“…In contemporary high-dimensional data analysis, intrinsically similar and related data sets are often significantly different due to various undesired factors…”
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Graph signal interpolation and extrapolation over manifold of Gaussian mixture by Zach, Itay, Dvorkind, Tsvi G., Talmon, Ronen

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Identifying Topological Phase Transitions in Experiments Using Manifold Learning by Lustig, Eran, Yair, Or, Talmon, Ronen, Segev, Mordechai

“…We demonstrate the identification of topological phase transitions from experimental data using diffusion maps: a nonlocal unsupervised machine learning…”
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Multimodal manifold learning using kernel interpolation along geodesic paths by Katz, Ori, Lederman, Roy R., Talmon, Ronen

“…In this paper, we present a new spectral analysis and a low-dimensional embedding of two aligned multimodal datasets. Our approach combines manifold learning…”
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Unsupervised Detection of Sub-Territories of the Subthalamic Nucleus During DBS Surgery with Manifold Learning by Cohen, Ido, Valsky, Dan, Talmon, Ronen

“…During Deep Brain Stimulation (DBS) surgery for treating Parkinson's disease, detecting the Subthalamic Nucleus (STN) and its sub-territory called the…”
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Source Counting and Separation Based on Simplex Analysis by Laufer-Goldshtein, Bracha, Talmon, Ronen, Gannot, Sharon

“…Blind source separation is addressed, using a novel data-driven approach, based on a well-established probabilistic model. The proposed method is specifically…”
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Multimodal latent variable analysis by Papyan, Vardan, Talmon, Ronen

“…•An algorithm extracting sensor-specific variables from measurements is proposed.•A theoretical analysis of this scheme is provided.•The algorithm is tested on…”
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Layer‐ and Cell‐Specific Recruitment Dynamics during Epileptic Seizures In Vivo by Aeed, Fadi, Shnitzer, Tal, Talmon, Ronen, Schiller, Yitzhak

“…Objective To investigate the network dynamics mechanisms underlying differential initiation of epileptic interictal spikes and seizures. Methods We performed…”
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Kernel-Based Sensor Fusion With Application to Audio-Visual Voice Activity Detection by Dov, David, Talmon, Ronen, Cohen, Israel

“…In this paper, we address the problem of multiple view data fusion in the presence of noise and interferences. Recent studies have approached this problem…”
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Audio-Visual Voice Activity Detection Using Diffusion Maps by Dov, David, Talmon, Ronen, Cohen, Israel

“…The performance of traditional voice activity detectors significantly deteriorates in the presence of highly nonstationary noise and transient interferences…”
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