Head movement dynamics in dystonia: a multi-centre retrospective study using visual perceptive deep learning

R Peach, M Friedrich, L Fronemann… - npj Digital …, 2024 - nature.com
Dystonia is a neurological movement disorder characterised by abnormal involuntary
movements and postures, particularly affecting the head and neck. However, current clinical …

Temporal interference stimulation disrupts spike timing in the primate brain

PG Vieira, MR Krause, CC Pack - Nature Communications, 2024 - nature.com
Electrical stimulation can regulate brain activity, producing clear clinical benefits, but focal
and effective neuromodulation often requires surgically implanted electrodes. Recent …

[HTML][HTML] Pulse-width modulated temporal interference (PWM-TI) brain stimulation

CE Luff, P Dzialecka, E Acerbo, A Williamson… - Brain Stimulation, 2024 - Elsevier
Background Electrical stimulation involving temporal interference of two different kHz
frequency sinusoidal electric fields (temporal interference (TI)) enables non-invasive deep …

Target engagement of the subgenual anterior cingulate cortex with transcranial temporal interference stimulation in major depressive disorder: a protocol for a …

I Demchenko, S Rampersad, A Datta, A Horn… - Frontiers in …, 2024 - frontiersin.org
Background Transcranial temporal interference stimulation (tTIS) is a new, emerging
neurostimulation technology that utilizes two or more electric fields at specific frequencies to …

Human-centred physical neuromorphics with visual brain-computer interfaces

G Wang, G Marcucci, B Peters, MC Braidotti… - Nature …, 2024 - nature.com
Steady-state visual evoked potentials (SSVEPs) are widely used for brain-computer
interfaces (BCIs) as they provide a stable and efficient means to connect the computer to the …

A unified framework for Simplicial Kuramoto models

M Nurisso, A Arnaudon, M Lucas, RL Peach… - … Journal of Nonlinear …, 2024 - pubs.aip.org
Simplicial Kuramoto models have emerged as a diverse and intriguing class of models
describing oscillators on simplices rather than nodes. In this paper, we present a unified …

Interaction measures, partition lattices and kernel tests for high-order interactions

Z Liu, R Peach, PAM Mediano… - Advances in neural …, 2023 - proceedings.neurips.cc
Abstract Models that rely solely on pairwise relationships often fail to capture the complete
statistical structure of the complex multivariate data found in diverse domains, such as socio …

Kernel-based joint independence tests for multivariate stationary and non-stationary time series

Z Liu, RL Peach, F Laumann… - Royal Society …, 2023 - royalsocietypublishing.org
Multivariate time-series data that capture the temporal evolution of interconnected systems
are ubiquitous in diverse areas. Understanding the complex relationships and potential …

Nonlinearities and timescales in neural models of temporal interference stimulation

T Plovie, R Schoeters, T Tarnaud, W Joseph… - …, 2025 - Wiley Online Library
In temporal interference (TI) stimulation, neuronal cells react to two interfering sinusoidal
electric fields with a slightly different frequency (f 1 f_1, f 2 f_2 in the range of about 1–4 …

Information-Theoretic Measures on Lattices for High-Order Interactions

Z Liu, M Barahona, RL Peach - arXiv preprint arXiv:2408.07533, 2024 - arxiv.org
Traditional models based solely on pairwise associations often fail to capture the complex
statistical structure of multivariate data. Existing approaches for identifying information …