Predictive coding and stochastic resonance as fundamental principles of auditory phantom perception

A Schilling, W Sedley, R Gerum, C Metzner, K Tziridis… - Brain, 2023 - academic.oup.com
Mechanistic insight is achieved only when experiments are employed to test formal or
computational models. Furthermore, in analogy to lesion studies, phantom perception may …

Data-driven ergonomic assessment of construction workers

Z Li, Y Yu, J **a, X Chen, X Lu, Q Li - Automation in Construction, 2024 - Elsevier
Automating ergonomic assessment improves both objectivity and cost-effectiveness.
However, existing ergonomic scales remain susceptible to inaccuracy and insensitivity when …

Analysis of continuous neuronal activity evoked by natural speech with computational corpus linguistics methods

A Schilling, R Tomasello… - Language, Cognition …, 2021 - Taylor & Francis
In the field of neurobiology of language, neuroimaging studies are generally based on
stimulation paradigms consisting of at least two different conditions. Designing those …

Classification at the accuracy limit: facing the problem of data ambiguity

C Metzner, A Schilling, M Traxdorf, K Tziridis, A Maier… - Scientific reports, 2022 - nature.com
Data classification, the process of analyzing data and organizing it into categories or
clusters, is a fundamental computing task of natural and artificial information processing …

[HTML][HTML] Deep learning based decoding of single local field potential events

A Schilling, R Gerum, C Boehm, J Rasheed, C Metzner… - NeuroImage, 2024 - Elsevier
How is information processed in the cerebral cortex? In most cases, recorded brain activity is
averaged over many (stimulus) repetitions, which erases the fine-structure of the neural …

Simulated transient hearing loss improves auditory sensitivity

P Krauss, K Tziridis - Scientific reports, 2021 - nature.com
Recently, it was proposed that a processing principle called adaptive stochastic resonance
plays a major role in the auditory system, and serves to maintain optimal sensitivity even to …

Tinnitus development is associated with synaptopathy of inner hair cells in Mongolian gerbils

K Tziridis, J Forster, I Buchheidt‐Dörfler… - European Journal of …, 2021 - Wiley Online Library
Human hearing loss (HL) is often accompanied by comorbidities like tinnitus, which is
affecting up to 15% of the adult population. Rodent animal studies could show that tinnitus …

Auditory perception and phantom perception in brains, minds and machines

A Schilling, R Schaette, W Sedley, RC Gerum… - Frontiers in …, 2023 - frontiersin.org
The idea of combining artificial intelligence, in particular deep neural networks, and
computational modeling with neuroscience and cognitive sciences has recently gained …

Salicylate-induced changes in hearing thresholds in Mongolian gerbils are correlated with tinnitus frequency but not with tinnitus strength

V Lanaia, K Tziridis, H Schulze - Frontiers in Behavioral …, 2021 - frontiersin.org
Tinnitus is an auditory phantom percept without external sound sources. Despite the high
prevalence and tinnitus-associated distress of affected patients, the pathophysiology of …

Open (G) PIAS: An open-source solution for the construction of a high-precision acoustic startle response setup for tinnitus screening and threshold estimation in …

R Gerum, H Rahlfs, M Streb, P Krauss… - Frontiers in behavioral …, 2019 - frontiersin.org
The modulation of the acoustic startle reflex (ASR) by a pre-stimulus called pre-pulse
inhibition (PPI, for gap of silence pre-stimulus: GPIAS) is a versatile tool to, eg, estimate …