Enhanced Place Specificity of the Parallel Auditory Brainstem Response: A Modeling Study

TJ Stoll, RK Maddox - Trends in Hearing, 2023 - journals.sagepub.com
While each place on the cochlea is most sensitive to a specific frequency, it will generally
respond to a sufficiently high-level stimulus over a wide range of frequencies. This spread of …

Evaluation of the Hierarchical Correspondence between the Human Brain and Artificial Neural Networks: A Review

TQ Pham, T Matsui, J Chikazoe - Biology, 2023 - mdpi.com
Simple Summary Artificial neural networks, inspired by the human brain, have demonstrated
human-level performance across multiple task domains, raising the exciting possibility of …

A comparative study of eight human auditory models of monaural processing

AO Vecchi, L Varnet, LH Carney, T Dau… - Acta …, 2022 - acta-acustica.edpsciences.org
A number of auditory models have been developed using diverging approaches, either
physiological or perceptual, but they share comparable stages of signal processing, as they …

A neural-network framework for the design of individualised hearing-loss compensation

F Drakopoulos, S Verhulst - IEEE/ACM Transactions on Audio …, 2023 - ieeexplore.ieee.org
Sound processing in the human auditory system is complex and highly non-linear, whereas
hearing aids (HAs) still rely on simplified descriptions of auditory processing or hearing loss …

Pruning and quantization algorithm with applications in memristor-based convolutional neural network

M Guo, Y Sun, Y Zhu, M Han, G Dou, S Wen - Cognitive Neurodynamics, 2024 - Springer
The human brain's ultra-low power consumption and highly parallel computational
capabilities can be accomplished by memristor-based convolutional neural networks …

Prediction of Stem Cell State Using Cell Image‐Based Deep Learning

M Kim, Y Namkung, D Hyun… - Advanced Intelligent …, 2023 - Wiley Online Library
Stem cells represent an ideal source for regenerative medicine; however, longitudinal
assessment of stem cell phenotype and function is challenging. Contrastingly, a …

WaveNet-based approximation of a cochlear filtering and hair cell transduction model

A Nagathil, IC Bruce - The Journal of the Acoustical Society of America, 2023 - pubs.aip.org
Computational auditory models are important tools for gaining new insights into hearing
mechanisms, and they can provide a foundation for bio-inspired speech and audio …

Brain signal predictions from multi-scale networks using a linearized framework

E Hagen, SH Magnusson, TV Ness… - PLOS Computational …, 2022 - journals.plos.org
Simulations of neural activity at different levels of detail are ubiquitous in modern
neurosciences, aiding the interpretation of experimental data and underlying neural …

Mechanical fault diagnosis of gas-insulated switchgear based on saliency feature of auditory brainstem response under noise background

H Ji, H Liu, J Wang, G Yuan, J Yang… - … Science and Technology, 2023 - iopscience.iop.org
The mechanical fault of gas-insulated switchgear (GIS) seriously threatens the security of the
power grid. Recently, acoustic-based fault diagnosis methods, which have the advantage of …

A differentiable optimisation framework for the design of individualised DNN-based hearing-aid strategies

F Drakopoulos, S Verhulst - ICASSP 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
Current hearing aids mostly provide sound amplification fittings based on individual hearing
thresholds or perceived loudness, even though it is known that sensorineural hearing …