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A. J. Doupe

dblp:69/931 · DBLP profile ↗
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1ranked-venue papers
0as first author
0since 2021 · last 2001
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 1

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Interdisciplinary, comprehensive, and emerging computing
1 paper
Bioinformatics and computational biology · 100%

Topics — the 3 heaviest of 3, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Bioinformatics and computational biology › computational neuroscience › sensory processing
auditory processing
0.012001
Spike timing and the coding of naturalistic sounds in a central auditory area of songbirds · NIPS 2001
Bioinformatics and computational biology
computational neuroscience
0.012001
Spike timing and the coding of naturalistic sounds in a central auditory area of songbirds · NIPS 2001
Bioinformatics and computational biology › computational neuroscience
neural coding
0.012001
Spike timing and the coding of naturalistic sounds in a central auditory area of songbirds · NIPS 2001

Methods — techniques the papers use, named apart from their topics

spike train analysis · 0.0information theory · 0.0
YearPublicationVenuePosition
2001 Spike timing and the coding of naturalistic sounds in a central auditory area of songbirds
abstract
In nature, animals encounter high dimensional sensory stimuli that have complex statistical and dynamical structure. Attempts to study the neu- ral coding of these natural signals face challenges both in the selection of the signal ensemble and in the analysis of the resulting neural responses. For zebra finches, naturalistic stimuli can be defined as sounds that they encounter in a colony of conspecific birds. We assembled an ensemble of these sounds by recording groups of 10-40 zebra finches, and then ana- lyzed the response of single neurons in the songbird central auditory area (field L) to continuous playback of long segments from this ensemble. Following methods developed in the fly visual system, we measured the information that spike trains provide about the acoustic stimulus with- out any assumptions about which features of the stimulus are relevant. Preliminary results indicate that large amounts of information are carried by spike timing, with roughly half of the information accessible only at time resolutions better than 10 ms; additional information is still be- ing revealed as time resolution is improved to 2 ms. Information can be decomposed into that carried by the locking of individual spikes to the stimulus (or modulations of spike rate) vs. that carried by timing in spike patterns. Initial results show that in field L, temporal patterns give at least  % extra information. Thus, single central auditory neurons can pro- vide an informative representation of naturalistic sounds, in which spike timing may play a significant role.
B. D. Wright, Kamal Sen, William Bialek, A. J. Doupe
NIPS4