[图书][B] Neuronal dynamics: From single neurons to networks and models of cognition

W Gerstner, WM Kistler, R Naud, L Paninski - 2014 - books.google.com
What happens in our brain when we make a decision? What triggers a neuron to send out a
signal? What is the neural code? This textbook for advanced undergraduate and beginning …

Towards reconstructing intelligible speech from the human auditory cortex

H Akbari, B Khalighinejad, JL Herrero, AD Mehta… - Scientific reports, 2019 - nature.com
Auditory stimulus reconstruction is a technique that finds the best approximation of the
acoustic stimulus from the population of evoked neural activity. Reconstructing speech from …

Reconstructing speech from human auditory cortex

BN Pasley, SV David, N Mesgarani, A Flinker… - PLoS …, 2012 - journals.plos.org
How the human auditory system extracts perceptually relevant acoustic features of speech is
unknown. To address this question, we used intracranial recordings from nonprimary …

Early experience shapes vocal neural coding and perception in songbirds

SMN Woolley - Developmental psychobiology, 2012 - Wiley Online Library
Songbirds, like humans, are highly accomplished vocal learners. The many parallels
between speech and birdsong and conserved features of mammalian and avian auditory …

An overview of bayesian methods for neural spike train analysis

Z Chen - Computational intelligence and neuroscience, 2013 - Wiley Online Library
Neural spike train analysis is an important task in computational neuroscience which aims to
understand neural mechanisms and gain insights into neural circuits. With the advancement …

Constructing noise-invariant representations of sound in the auditory pathway

NC Rabinowitz, BDB Willmore, AJ King… - PLoS …, 2013 - journals.plos.org
Identifying behaviorally relevant sounds in the presence of background noise is one of the
most important and poorly understood challenges faced by the auditory system. An elegant …

A generalized linear model for estimating spectrotemporal receptive fields from responses to natural sounds

A Calabrese, JW Schumacher, DM Schneider… - PloS one, 2011 - journals.plos.org
In the auditory system, the stimulus-response properties of single neurons are often
described in terms of the spectrotemporal receptive field (STRF), a linear kernel relating the …

Neural networks for efficient bayesian decoding of natural images from retinal neurons

N Parthasarathy, E Batty, W Falcon… - Advances in …, 2017 - proceedings.neurips.cc
Decoding sensory stimuli from neural signals can be used to reveal how we sense our
physical environment, and is valuable for the design of brain-machine interfaces. However …

A hierarchical adaptive approach to optimal experimental design

W Kim, MA Pitt, ZL Lu, M Steyvers… - Neural …, 2014 - ieeexplore.ieee.org
Experimentation is at the core of research in the behavioral and neural sciences, yet
observations can be expensive and time-consuming to acquire (eg, MRI scans, responses …

Conserved mechanisms of vocalization coding in mammalian and songbird auditory midbrain

SMN Woolley, CV Portfors - Hearing research, 2013 - Elsevier
The ubiquity of social vocalizations among animals provides the opportunity to identify
conserved mechanisms of auditory processing that subserve communication. Identifying …