117 citations · 398 across the 51 of their papers we have counts for
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Hierarchical Coupled Geometry Analysis for Neuronal Structure and Activity Pattern Discovery
Gal Mishne, Ronen Talmon, Ron Meir +3
In the wake of recent advances in experimental methods in neuroscience, the ability to record in-vivo neuronal activity from awake animals has become feasible. The availability of…
Semi-Supervised Sound Source Localization Based on Manifold Regularization
Bracha Laufer-Goldshtein, Ronen Talmon, Sharon Gannot
Conventional speaker localization algorithms, based merely on the received microphone signals, are often sensitive to adverse conditions, such as: high reverberation or low signal…
Parsimonious Representation of Nonlinear Dynamical Systems Through Manifold Learning: A Chemotaxis Case Study
Carmeline J. Dsilva, Ronen Talmon, Ronald R. Coifman +1
Nonlinear manifold learning algorithms, such as diffusion maps, have been fruitfully applied in recent years to the analysis of large and complex data sets. However, such algorithm…
Data-Driven Reduction for Multiscale Stochastic Dynamical Systems
Carmeline J. Dsilva, Ronen Talmon, C. William Gear +2
Multiple time scale stochastic dynamical systems are ubiquitous in science and engineering, and the reduction of such systems and their models to only their slow components is ofte…