Research graph
References from The detection of algebraic auditory structures emerges with self-supervised learning. Local targets link to admitted publications; unresolved targets remain external evidence.
The nature of the language faculty and its implications for evolution of language (reply to Fitch, Hauser, and Chomsky)
10.1016/j.cognition.2005.04.006 · 2005 · External reference
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2017 · External reference
Language, music, syntax and the brain
10.1038/nn1082 · 2003 · External reference
The neural representation of sequences: from transition probabilities to algebraic patterns and linguistic trees
10.1016/j.neuron.2015.09.019 · 2015 · External reference
Distinct higher-order representations of natural sounds in human and ferret auditory cortex
10.7554/elife.65566 · 2021 · External reference
Unresolved reference
1999 · External reference
10.7551/mitpress/1187.001.0001
10.7551/mitpress/1187.001.0001 · 2001 · External reference
Brain-imaging evidence for compression of binary sound sequences in human memory
10.7554/elife.84376 · 2023 · External reference
Sensitivity to geometric shape regularity in humans and baboons: a putative signature of human singularity
10.1073/pnas.2023123118 · 2021 · External reference
Symbols and mental programs: a hypothesis about human singularity
10.1016/j.tics.2022.06.010 · 2022 · External reference
The discovery of structural form
10.1073/pnas.0802631105 · 2008 · External reference
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Statistical learning by 8-month-old infants
10.1126/science.274.5294.1926 · 1996 · External reference
Signal-driven computations in speech processing
10.1126/science.1072901 · 2002 · External reference
Statistical learning of new visual feature combinations by infants
10.1073/pnas.232472899 · 2002 · External reference
Neural representations of events arise from temporal community structure
10.1038/nn.3331 · 2013 · External reference
Statistical learning of temporal community structure in the hippocampus
10.1002/hipo.22523 · 2016 · External reference
Humans parsimoniously represent auditory sequences by pruning and completing the underlying network structure
10.7554/elife.86430 · 2023 · External reference
The mismatch negativity (MMN) in basic research of central auditory processing: a review
10.1016/j.clinph.2007.04.026 · 2007 · External reference
Neural signature of the conscious processing of auditory regularities
10.1073/pnas.0809667106 · 2009 · External reference
Evidence for a hierarchy of predictions and prediction errors in human cortex
10.1073/pnas.1117807108 · 2011 · External reference
Brain responses in humans reveal ideal observer-like sensitivity to complex acoustic patterns
10.1073/pnas.1508523113 · 2016 · External reference
A neuronal model of predictive coding accounting for the mismatch negativity
10.1523/jneurosci.5003-11.2012 · 2012 · External reference
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PPM-Decay: a computational model of auditory prediction with memory decay
2020 · External reference
Long-term implicit memory for sequential auditory patterns in humans
10.7554/elife.56073 · 2020 · External reference
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Human-like systematic generalization through a meta-learning neural network
10.1038/s41586-023-06668-3 · 2023 · External reference
Compositionality decomposed: how do neural networks generalise?
10.1613/jair.1.11674 · 2020 · External reference
10.18653/v1/n19-1002
10.18653/v1/n19-1002 · External reference
Assessing the ability of LSTMs to learn syntax-sensitive dependencies
10.1162/tacl_a_00115 · 2016 · External reference
Letting structure emerge: connectionist and dynamical systems approaches to cognition
10.1016/j.tics.2010.06.002 · 2010 · External reference
An explanation of in-context learning as implicit Bayesian inference
2022 · External reference
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How well do unsupervised learning algorithms model human real-time and life-long learning?
2022 · External reference
Unsupervised neural network models of the ventral visual stream
10.1073/pnas.2014196118 · 2021 · External reference
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Letter perception emerges from unsupervised deep learning and recycling of natural image features
10.1038/s41562-017-0186-2 · 2017 · External reference
wav2vec 2.0: a framework for self-supervised learning of speech representations
2020 · External reference
10.1109/icassp.2015.7178964
10.1109/icassp.2015.7178964 · External reference
FMA: a dataset for music analysis
2017 · External reference
10.1109/icassp.2017.7952261
10.1109/icassp.2017.7952261 · External reference
Two distinct dynamic modes subtend the detection of unexpected sounds
2014 · External reference
Single-trial decoding of auditory novelty responses facilitates the detection of residual consciousness
10.1016/j.neuroimage.2013.07.013 · 2013 · External reference
A hierarchy of cortical responses to sequence violations in three-month-old infants
10.1016/j.cognition.2014.03.013 · 2014 · External reference
Event-related potential, time-frequency, and functional connectivity facets of local and global auditory novelty processing: an intracranial study in humans
10.1093/cercor/bhu143 · 2015 · External reference
Repetition suppression and expectation suppression are dissociable in time in early auditory evoked fields
10.1523/jneurosci.2227-12.2012 · 2012 · External reference
A hierarchy of responses to auditory regularities in the macaque brain
10.1523/jneurosci.3165-13.2014 · 2014 · External reference
Constructing the hierarchy of predictive auditory sequences in the marmoset brain
10.7554/elife.74653 · 2022 · External reference
Speech language models lack important brain-relevant semantics
2023 · External reference
Functional specificity for high-level linguistic processing in the human brain
10.1073/pnas.1112937108 · 2011 · External reference
Robust speech recognition via large-scale weak supervision
2022 · External reference
High fidelity neural audio compression
2022 · External reference
Concurrent encoding of precision and prediction error in unfolding auditory patterns: insights from MEG
2023 · External reference
The detection of repetitions in noise before and after perceptual learning
10.1121/1.4807641 · 2013 · External reference
Rapid formation of robust auditory memories: insights from noise
10.1016/j.neuron.2010.04.014 · 2010 · External reference
Auditory memory for random time patterns
10.1121/1.5007730 · 2017 · External reference
A theory for cerebral neocortex
10.1098/rspb.1970.0040 · 1970 · External reference
Two-stage model of memory trace formation: a role for “noisy” brain states
10.1016/0306-4522(89)90423-5 · 1989 · External reference
The hippocampus: hub of brain network communication for memory
2011 · External reference
Representations of specific acoustic patterns in the auditory cortex and hippocampus
2014 · External reference
Representation of numerical and sequential patterns in macaque and human brains
10.1016/j.cub.2015.06.035 · 2015 · External reference
Parallel mechanisms signal a hierarchy of sequence structure violations in the auditory cortex
2024 · External reference
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Mapping the early language environment using all-day recordings and automated analysis
10.1044/2016_ajslp-15-0169 · 2017 · External reference
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Dissecting neural computations in the human auditory pathway using deep neural networks for speech
10.1038/s41593-023-01468-4 · 2023 · External reference
Self-supervised models of audio effectively explain human cortical responses to speech
2022 · External reference
Deep neural network models of sound localization reveal how perception is adapted to real-world environments
10.1038/s41562-021-01244-z · 2022 · External reference
Many but not all deep neural network audio models capture brain responses and exhibit correspondence between model stages and brain regions
10.1371/journal.pbio.3002366 · 2023 · External reference
Spontaneous emergence of rudimentary music detectors in deep neural networks
10.1038/s41467-023-44516-0 · 2024 · External reference
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10.18653/v1/2020.emnlp-demos.6
10.18653/v1/2020.emnlp-demos.6 · External reference
10.21437/interspeech.2005-485
10.21437/interspeech.2005-485 · External reference
Musical genre classification of audio signals
10.1109/tsa.2002.800560 · 2002 · External reference
The GTZAN dataset: Its contents, its faults, their effects on evaluation, and its future use
2014 · External reference
10.1145/2733373.2806390
10.1145/2733373.2806390 · External reference
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Estimating the carbon footprint of BLOOM, a 176B parameter language model
2022 · External reference
A theory of memory for binary sequences: evidence for a mental compression algorithm in humans
10.1371/journal.pcbi.1008598 · 2021 · External reference
10.1109/icassp.2016.7471641
10.1109/icassp.2016.7471641 · External reference
On the complexity of finite sequences
10.1109/tit.1976.1055501 · 1976 · External reference
Normalized Lempel-Ziv complexity and its application in bio-sequence analysis
10.1007/s10910-008-9512-2 · 2008 · External reference
