Phantom oscillations in principal component analysis

M Shinn - Proceedings of the National Academy of …, 2023 - National Acad Sciences
Principal component analysis (PCA) is a dimensionality reduction method that is known for
being simple and easy to interpret. Principal components are often interpreted as low …

[HTML][HTML] Extracting grid cell characteristics from place cell inputs using non-negative principal component analysis

Y Dordek, D Soudry, R Meir, D Derdikman - Elife, 2016 - elifesciences.org
Many recent models study the downstream projection from grid cells to place cells, while
recent data have pointed out the importance of the feedback projection. We thus asked how …

Bulk-boundary correspondence and singularity-filling in long-range free-fermion chains

NG Jones, R Thorngren, R Verresen - Physical Review Letters, 2023 - APS
The bulk-boundary correspondence relates topologically protected edge modes to bulk
topological invariants and is well understood for short-range free-fermion chains. Although …

[HTML][HTML] Eigenvalues of Hermitian Toeplitz matrices with smooth simple-loop symbols

JM Bogoya, A Böttcher, SM Grudsky… - Journal of Mathematical …, 2015 - Elsevier
The paper presents higher-order asymptotic formulas for the eigenvalues of large Hermitian
Toeplitz matrices with moderately smooth symbols which trace out a simple loop on the real …

Grid cells correlation structure suggests organized feedforward projections into superficial layers of the medial entorhinal cortex

G Tocker, O Barak, D Derdikman - Hippocampus, 2015 - Wiley Online Library
Navigation requires integration of external and internal inputs to form a representation of
location. Part of this integration is considered to be carried out by the grid cells network in …

Asymptotics of eigenvalues and eigenvectors of Toeplitz matrices

A Böttcher, JM Bogoya, SM Grudsky… - Sbornik …, 2017 - iopscience.iop.org
Abstract Analysis of the asymptotic behaviour of the spectral characteristics of Toeplitz
matrices as the dimension of the matrix tends to infinity has a history of over 100 years. For …

[HTML][HTML] Eigenvalue asymptotic expansion for non-Hermitian tetradiagonal Toeplitz matrices with real spectrum

M Bogoya, J Gasca, S Grudsky - Journal of Mathematical Analysis and …, 2024 - Elsevier
In this paper we consider a family of tetradiagonal (= four non-zero diagonals) Toeplitz
matrices with a limiting set consisting in one analytic arc only and obtain individual …

Fast non-Hermitian Toeplitz eigenvalue computations, joining matrixless algorithms and FDE approximation matrices

M Bogoya, SM Grudsky, S Serra-Capizzano - SIAM Journal on Matrix Analysis …, 2024 - SIAM
The present work is devoted to the eigenvalue asymptotic expansion of the Toeplitz matrix,
whose generating function is complex-valued and has a power singularity at one point. As a …

Asymptotics for the eigenvalues of Toeplitz matrices with a symbol having a power singularity

M Bogoya, SM Grudsky - Numerical Linear Algebra with …, 2023 - Wiley Online Library
The present work is devoted to the construction of an asymptotic expansion for the
eigenvalues of a Toeplitz matrix T n (a) T _n (a) as nn goes to infinity, with a continuous and …

Interaction graph engineering in trapped-ion quantum simulators with global drives

A Kyprianidis, AJ Rasmusson… - New Journal of …, 2024 - iopscience.iop.org
Trapped-ion quantum simulators have demonstrated a long history of studying the physics of
interacting spin-lattice systems using globally addressed entangling operations. Yet despite …