Knowledge Graph

Graph explorer

Search resolved entities, walk their edges, and read the sentence behind every one.

Entities25 of 207,987

Entity

Multi-Timescale Switching Linear Dynamical System

technology1 mentionslast seen Oct 2, 2026

A framework for identifying regime-specific latent timescales from continuous or spiking neural observations.

Relationships 4

Multi-Timescale Switching Linear Dynamical Systemdepends onregime-conditioned Laplace-EM inference95% confidence1 source
Multi-Timescale Switching Linear Dynamical Systemdepends onmulti-lag moment initialization95% confidence1 source
Multi-Timescale Switching Linear Dynamical Systemdepends onswitching linear dynamical system85% confidence1 source
Multi-Timescale Switching Linear Dynamical Systemapplies toneural dynamics analysis80% confidence1 source

Multi-Timescale Switching Linear Dynamical System

Relationship

Multi-Timescale Switching Linear Dynamical Systemdepends onswitching linear dynamical system

85% confidence1 supporting mentions

Either name opens that entity’s relationships.

Sources 1

preprintarXivOct 1, 2026Inferring Multi-Timescale Neural Dynamics with Switching Linear Dynamical Systems
MTS-SLDS, a framework for identifying regime-specific latent timescales from continuous or spiking neural observations combines approaches from state-space models which have been a powerful framework for modeling high-dimensional neural population activity through latent dynamical systems