24 citations · 25 across the 5 of their papers we have counts for
8 papers
Stable Filtering for Efficient Dimensionality Reduction of Streaming Manifold Data
Nicholas P. Bertrand, Eva Yezerets, Han Lun Yap +2
Many areas in science and engineering now have access to technologies that enable the rapid collection of overwhelming data volumes. While these datasets are vital for understandin…
Stabilizing Embedology: Geometry-Preserving Delay-Coordinate Maps
Armin Eftekhari, Han Lun Yap, Michael B. Wakin +1
Delay-coordinate mapping is an effective and widely used technique for reconstructing and analyzing the dynamics of a nonlinear system based on time-series outputs. The efficacy of…
A First Analysis of the Stability of Takens' Embedding
Han Lun Yap, Armin Eftekhari, Michael B. Wakin +1
Takens' Embedding Theorem asserts that when the states of a hidden dynamical system are confined to a low-dimensional attractor, complete information about the states can be preser…
Multi-target Radar Detection within a Sparsity Framework
Han Lun Yap, Radmila Pribić
Traditional radar detection schemes are typically studied for single target scenarios and they can be non-optimal when there are multiple targets in the scene. In this paper, we de…
Short Term Memory Capacity in Networks via the Restricted Isometry Property
Adam S. Charles, Han Lun Yap, Christopher J. Rozell
Cortical networks are hypothesized to rely on transient network activity to support short term memory (STM). In this paper we study the capacity of randomly connected recurrent lin…
The Restricted Isometry Property for Random Block Diagonal Matrices
Armin Eftekhari, Han Lun Yap, Christopher J. Rozell +1
In Compressive Sensing, the Restricted Isometry Property (RIP) ensures that robust recovery of sparse vectors is possible from noisy, undersampled measurements via computationally…