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 …
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
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 …
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 …
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
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 …
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
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 …
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
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 …
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
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 …
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
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 …
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 …
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 …
interacting spin-lattice systems using globally addressed entangling operations. Yet despite …