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.

Preprocessing and encoding analysis pipelines associated with neuroscientific research paper.

This is the CoNNear human auditory periphery model that simulates cochlear, IHC and AN processing across the human hearing range.

Analytical derivation of the stochastic output of coincidence detection (CD) neurons

Auditory nerve fiber models for synaptic and electrical stimulation

Predicting formant-frequency discrimination in noise (Tan and Carney 2006)

Biologically plausible Spiking Neural Network (SORN) with an auditory brainstem frontend for learning Temporal Fine Structure (TFS) and Envelope (ENV) of sounds.

Encoding and discrimination of vowel-like sounds (Tan and Carney 2005)

Cat auditory nerve model (Zilany and Bruce 2006, 2007)

Auditory nerve spontaneous rate histograms (Jackson and Carney 2005)

Cochlear implant models (Bruce et al. 1999a, b, c, 2000)

Models analysis for auditory-nerve synapse (Zhang and Carney 2005)

Model of neural responses to amplitude-modulated tones (Nelson and Carney 2004)

Point process framework for modeling electrical stimulation of auditory nerve (Goldwyn et al. 2012)

Auditory nerve model for predicting performance limits (Heinz et al 2001)

Models for diotic and dichotic detection (Davidson et al. 2009)

Source code used in the master thesis "Simulating perceptual tasks with deep neural networks to improve diagnostics of hearing impairment"