From Birdsong to Human Speech Recognition: Bayesian Inference on a Hierarchy of Nonlinear Dynamical Systems

Elemental gesture dynamics are encoded by song premotor cortical neurons

(2013) Ana Amador et al.   NATURE

Recognizing recurrent neural networks (rRNN): Bayesian inference for recurrent neural networks

(2012) Sebastian Bitzer et al.   BIOLOGICAL CYBERNETICS

Temporal Predictive Codes for Spoken Words in Auditory Cortex

(2012) Pierre Gagnepain et al.   CURRENT BIOLOGY

Towards a New Neurobiology of Language

(2012) D. Poeppel et al.   JOURNAL OF NEUROSCIENCE

Selective cortical representation of attended speaker in multi-talker speech perception

(2012) Nima Mesgarani et al.   NATURE

A dynamical pattern recognition model of gamma activity in auditory cortex

(2012) M. Zavaglia et al.   NEURAL NETWORKS

Multistability in auditory stream segregation: a predictive coding view

(2012) I. Winkler et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Phoneme and word recognition in the auditory ventral stream

(2012) I. DeWitt et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Orthogonal acoustic dimensions define auditory field maps in human cortex

(2012) B. Barton et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Reconstructing Speech from Human Auditory Cortex

(2012) Brian N. Pasley et al.   PLOS BIOLOGY

Acoustic Modeling Using Deep Belief Networks

(2011) Abdel-rahman Mohamed et al.   IEEE Transactions on Audio Speech and Language Processing

A reafferent and feed-forward model of song syntax generation in the Bengalese finch

(2011) Alexander Hanuschkin et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Hippocampal “Time Cells” Bridge the Gap in Memory for Discontiguous Events

(2011) Christopher J. MacDonald et al.   NEURON

Evidence for a hierarchy of predictions and prediction errors in human cortex

(2011) C. Wacongne et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Songs to syntax: the linguistics of birdsong

(2011) Robert C. Berwick et al.   TRENDS IN COGNITIVE SCIENCES

A Hierarchical Neuronal Model for Generation and Online Recognition of Birdsongs

(2011) Izzet B. Yildiz et al.   PLoS Computational Biology

Time Scale Hierarchies in the Functional Organization of Complex Behaviors

(2011) Dionysios Perdikis et al.   PLoS Computational Biology

Hierarchical Organization of Human Auditory Cortex: Evidence from Acoustic Invariance in the Response to Intelligible Speech

(2010) Kayoko Okada et al.   CEREBRAL CORTEX

Mother and Stranger: An Electrophysiological Study of Voice Processing in Newborns

(2010) M. Beauchemin et al.   CEREBRAL CORTEX

Attention, Uncertainty, and Free-Energy

(2010) Harriet Feldman et al.   Frontiers in Human Neuroscience

Support for a synaptic chain model of neuronal sequence generation

(2010) Michael A. Long et al.   NATURE

Twitter evolution: converging mechanisms in birdsong and human speech

(2010) Johan J. Bolhuis et al.   NATURE REVIEWS NEUROSCIENCE

Efficient Continuous-Time Asymmetric Hopfield Networks for Memory Retrieval

(2010) Pengsheng Zheng et al.   NEURAL COMPUTATION

Statistically optimal perception and learning: from behavior to neural representations

(2010) József Fiser et al.   TRENDS IN COGNITIVE SCIENCES

The cocktail party problem

(2009) Josh H. McDermott   CURRENT BIOLOGY

Dynamic causal modeling for EEG and MEG

(2009) Stefan J. Kiebel et al.   HUMAN BRAIN MAPPING

A cocktail party with a cortical twist: How cortical mechanisms contribute to sound segregation

(2009) Mounya Elhilali et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

State-dependent computations: spatiotemporal processing in cortical networks

(2009) Dean V. Buonomano et al.   NATURE REVIEWS NEUROSCIENCE

On-line plasticity in spoken sentence comprehension: Adapting to time-compressed speech

(2009) Patti Adank et al.   NEUROIMAGE

Predictive coding under the free-energy principle

(2009) K. Friston et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Time-Warp–Invariant Neuronal Processing

(2009) Robert Gütig et al.   PLOS BIOLOGY

Recognizing Sequences of Sequences

(2009) Stefan J. Kiebel et al.   PLoS Computational Biology

Spatiotemporal Signatures of Large-Scale Synfire Chains for Speech Processing as Revealed by MEG

(2008) F. Pulvermuller et al.   CEREBRAL CORTEX

Acetylcholine contributes through muscarinic receptors to attentional modulation in V1

(2008) J. L. Herrero et al.   NATURE

Precise auditory–vocal mirroring in neurons for learned vocal communication

(2008) J. F. Prather et al.   NATURE

DEM: A variational treatment of dynamic systems

(2008) K.J. Friston et al.   NEUROIMAGE

Shortlist B: A Bayesian model of continuous speech recognition.

(2008) Dennis Norris et al.   PSYCHOLOGICAL REVIEW

Towards a neurocomputational model of speech production and perception

(2008) Bernd J. Kröger et al.   SPEECH COMMUNICATION

Transient Cognitive Dynamics, Metastability, and Decision Making

(2008) Mikhail I. Rabinovich et al.   PLoS Computational Biology

Hierarchical Models in the Brain

(2008) Karl Friston   PLoS Computational Biology