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20242026
most citedA Robbins--Monro Sequence That Can Exploit Prior Information For Faster Convergence

3 citations · 3 across the 5 of their papers we have counts for

collaborators

5 papers

cs.HC2026

A Multi-Camera Optical Tag Neuronavigation and AR Augmentation Framework for Non-Invasive Brain Stimulation

Xuyi Hu, Ke Ma, Siwei Liu +2

Accurate neuronavigation is essential for generating the intended effect with transcranial magnetic stimulation (TMS). Precise coil placement also directly influences stimulation e…

cs.HC2026

Optical Tag-Based Neuronavigation and Augmentation System for Non-Invasive Brain Stimulation

Xuyi Hu, Ke Ma, Siwei Liu +2

Accurate neuronavigation is critical for effective transcranial magnetic stimulation (TMS), as stimulation outcomes depend directly on precise coil placement. Existing neuronavigat…

math.OC2025

An Iterative Bayesian Robbins--Monro Sequence

Siwei Liu, Ke Ma, Stephan M. Goetz

This study introduces an iterative Bayesian Robbins--Monro (IBRM) sequence, which unites the classical Robbins--Monro sequence with statistical estimation for faster root-finding u…

q-bio.NC2024

Three mechanistically different variability and noise sources in the trial-to-trial fluctuations of responses to brain stimulation

Ke Ma, Siwei Liu, Mengjie Qin +1

Motor-evoked potentials (MEPs) are among the few directly observable responses to external brain stimulation and serve a variety of applications, often in the form of input-output…

cs.LG2024★ 3 cited

A Robbins--Monro Sequence That Can Exploit Prior Information For Faster Convergence

Siwei Liu, Ke Ma, Stephan M. Goetz

We propose a new method to improve the convergence speed of the Robbins-Monro algorithm by introducing prior information about the target point into the Robbins-Monro iteration. We…