output
19992025
most citedKernel methods in machine learning

1.6k citations

122 papers

q-bio.NC2025

Conduction velocity of intracortical axons in monkey primary visual cortex grows with distance: implications for computation

Li Zhaoping

A critical visual computation is to construct global scene properties from activities of early visual cortical neurons which have small receptive fields. Such a computation is enab…

physics.med-ph2025★ 2 cited

Millennium Pathways for Tractography: 40 grand challenges to shape the future of tractography

Maxime Descoteaux, Kurt G. Schilling, Dogu Baran Aydogan +44

In the spirit of the historic Millennium Prize Problems that heralded a new era for mathematics, the newly formed International Society for Tractography (IST) has launched the Mill…

q-bio.NC2025★ 2 cited

Dissociating model architectures from inference computations

Noor Sajid, Johan Medrano

Parr et al., 2025 examines how auto-regressive and deep temporal models differ in their treatment of non-Markovian sequence modelling. Building on this, we highlight the need for d…

eess.SP2025★ 5 cited

Tensor Train Discrete Grid-Based Filters: Breaking the Curse of Dimensionality

J. Matoušek, M. Brandner, J. Duník +1

This paper deals with the state estimation of stochastic systems and examines the possible employment of tensor decompositions in grid-based filtering routines, in particular, the…

eess.SP2025★ 2 cited

Data-Augmented Numerical Integration in State Prediction: Rule Selection

Jindrich Dunik, Ladislav Kral, Jakub Matousek +2

This paper deals with the state prediction of nonlinear stochastic dynamic systems. The emphasis is laid on a solution to the integral Chapman-Kolmogorov equation by a deterministi…

physics.med-ph2024★ 2 cited

A wireless bilateral transceiver coil based on volume decoupled resonators for a clinical MR mammography

Pavel M. Tikhonov, Alexander D. Fedotov, Georgiy A. Solomakha +1

Wireless radio frequency coils provide a promising solution for clinical MR applications due to several benefits, such as cable-free connection and compatibility with MR platforms…