This is the CoNNear human auditory periphery model that simulates cochlear, IHC and AN processing across the human hearing range.
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Updated
Dec 1, 2023 - Python
This is the CoNNear human auditory periphery model that simulates cochlear, IHC and AN processing across the human hearing range.
Code for - Joshi, S.N., Dau, T. and Epp, B., 2017. A model of electrically stimulated auditory nerve fiber responses with peripheral and central sites of spike generation. Journal of the Association for Research in Otolaryngology, 18(2), pp.323-342.
Analytical derivation of the stochastic output of coincidence detection (CD) neurons
Auditory nerve fiber models for synaptic and electrical stimulation
Cat auditory nerve model (Zilany and Bruce 2006, 2007)
Auditory nerve spontaneous rate histograms (Jackson and Carney 2005)
Encoding and discrimination of vowel-like sounds (Tan and Carney 2005)
Cochlear implant models (Bruce et al. 1999a, b, c, 2000)
Model of neural responses to amplitude-modulated tones (Nelson and Carney 2004)
Models analysis for auditory-nerve synapse (Zhang and Carney 2005)
Point process framework for modeling electrical stimulation of auditory nerve (Goldwyn et al. 2012)
Predicting formant-frequency discrimination in noise (Tan and Carney 2006)
Models for diotic and dichotic detection (Davidson et al. 2009)
Auditory nerve model for predicting performance limits (Heinz et al 2001)
Preprocessing and encoding analysis pipelines associated with neuroscientific research paper.
Source code used in the master thesis "Simulating perceptual tasks with deep neural networks to improve diagnostics of hearing impairment"
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