Concept
auditory computation
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Neural Networks (Computational Neuroscience)Neural Networks (Machine Learning)
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Phase-Locked Temporal Coding
1967 - 1973
The period from 1967 to 1973 saw a shift toward temporal coding as the central paradigm for auditory computation, anchored by phase-locked neural responses to low-frequency stimuli. Across species, precise timing in auditory nerve and brainstem activity emerged as a unifying mechanism for encoding temporal structure, while objective electrophysiological measures provided a bridge between perception and neural activity in both humans and nonhuman primates. Investigations into masking and cross-band interactions revealed how detection depends on bandwidth and phase relationships, underscoring conserved neural integration strategies across auditory pathways and species.
• Across species, auditory nerve and brainstem coding strategies emphasize precise timing and phase-locked responses to low-frequency tones, reflecting a conserved neural encoding of temporal structure in hearing [3], [1], [17].
• Objective electrophysiological measures (cortical audiometry, evoked responses) emerged as tools to quantify auditory acuity and sensitivity in awake/sleeping humans and nonhuman primates, bridging behavior and neural activity [5], [4], [15].
• Studies of masking and noise interactions reveal how signal detectability and cochlear processing depend on bandwidth and phase relationships, highlighting neural integration of energy across frequency bands [2], [6].
• Comparative analyses chart evolutionary and anatomical diversity of auditory pathways—from primates and birds to fish—informing general principles of organization and functional specialization in the auditory system [19], [7], [16], [20].
Peripheral-Central Auditory Coding
1974 - 1980
Auditory Evoked Potentials
1981 - 1987
Auditory Neural Computation
1988 - 1994
Hierarchical Temporal Auditory Coding
1995 - 2001
Top-Down Auditory Plasticity
2002 - 2008
Hierarchical Auditory Computation
2009 - 2015
Hierarchical Predictive Auditory Computation
2016 - 2022