Deep Predictive Learning in Neocortex and Pulvinar

Evaluating the neurophysiological evidence for predictive processing as a model of perception

(2020) Kevin S. Walsh et al.   Annals of the New York Academy of Sciences

Backpropagation and the brain

(2020) Timothy P. Lillicrap et al.   NATURE REVIEWS NEUROSCIENCE

Too little, too late, and in the wrong place: Alpha band activity does not reflect an active mechanism of selective attention

(2020) Plamen A. Antonov et al.   NEUROIMAGE

Perisaccadic remapping: What? How? Why?

(2020) Sujaya Neupane et al.   REVIEWS IN THE NEUROSCIENCES

Theories of Error Back-Propagation in the Brain

(2019) James C.R. Whittington et al.   TRENDS IN COGNITIVE SCIENCES

Stimulus-driven brain rhythms within the alpha band: The attentional-modulation conundrum

(2019) Christian Keitel et al.   JOURNAL OF NEUROSCIENCE

Towards a Unified View on Pathways and Functions of Neural Recurrent Processing

(2019) Cyriel M.A. Pennartz et al.   TRENDS IN NEUROSCIENCES

Statistical learning attenuates visual activity only for attended stimuli

(2019) David Richter et al.   eLife

Spatial Attentional Selection Modulates Early Visual Stimulus Processing Independently of Visual Alpha Modulations

(2019) C Gundlach et al.   CEREBRAL CORTEX

Top–Down Control of Alpha Phase Adjustment in Anticipation of Temporally Predictable Visual Stimuli

(2018) Rodolfo Solís-Vivanco et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Corticofugal circuits: Communication lines from the cortex to the rest of the brain

(2018) W. Martin Usrey et al.   JOURNAL OF COMPARATIVE NEUROLOGY

Large-scale, high-resolution comparison of the core visual object recognition behavior of humans, monkeys, and state-of-the-art deep artificial neural networks

(2018) Rishi Rajalingham et al.   JOURNAL OF NEUROSCIENCE

How Do Expectations Shape Perception?

(2018) Floris P. de Lange et al.   TRENDS IN COGNITIVE SCIENCES

A Dynamic Interplay within the Frontoparietal Network Underlies Rhythmic Spatial Attention

(2018) Ian C. Fiebelkorn et al.   NEURON

Top-down, contextual entrainment of neuronal oscillations in the auditory thalamocortical circuit

(2018) Annamaria Barczak et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Engagement of Pulvino-cortical Feedforward and Feedback Pathways in Cognitive Computations

(2018) Jorge Jaramillo et al.   NEURON

Rethinking dopamine as generalized prediction error

(2018) Matthew P. H. Gardner et al.   PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Neural dynamics at successive stages of the ventral visual stream are consistent with hierarchical error signals

(2018) Elias B Issa et al.   eLife

A Rhythmic Theory of Attention

(2018) Ian C. Fiebelkorn et al.   TRENDS IN COGNITIVE SCIENCES

The many characters of visual alpha oscillations

(2017) Michael S. Clayton et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Thalamic functions in distributed cognitive control

(2017) Michael M. Halassa et al.   NATURE NEUROSCIENCE

STDP-Compatible Approximation of Backpropagation in an Energy-Based Model

(2017) Yoshua Bengio et al.   NEURAL COMPUTATION

Coherent alpha oscillations link current and future receptive fields during saccades

(2017) Sujaya Neupane et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Widespread theta synchrony and high-frequency desynchronization underlies enhanced cognition

(2017) E. A. Solomon et al.   Nature Communications

Why neurons mix: high dimensionality for higher cognition

(2016) Stefano Fusi et al.   CURRENT OPINION IN NEUROBIOLOGY

Rhythmic Influence of Top–Down Perceptual Priors in the Phase of Prestimulus Occipital Alpha Oscillations

(2016) Maxine T. Sherman et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Experience-dependent spatial expectations in mouse visual cortex

(2016) Aris Fiser et al.   NATURE NEUROSCIENCE

Pulvinar-Cortex Interactions in Vision and Attention

(2016) Huihui Zhou et al.   NEURON

Alpha-Beta and Gamma Rhythms Subserve Feedback and Feedforward Influences among Human Visual Cortical Areas

(2016) Georgios Michalareas et al.   NEURON

Perceptual Cycles

(2016) Rufin VanRullen   TRENDS IN COGNITIVE SCIENCES

Adaptive Pulvinar Circuitry Supports Visual Cognition

(2016) Holly Bridge et al.   TRENDS IN COGNITIVE SCIENCES

Two distinct types of remapping in primate cortical area V4

(2016) Sujaya Neupane et al.   Nature Communications

Perceptual Learning: Toward a Comprehensive Theory

(2015) Takeo Watanabe et al.   Annual Review of Psychology

Expecting to See a Letter: Alpha Oscillations as Carriers of Top-Down Sensory Predictions

(2015) Anna Mayer et al.   CEREBRAL CORTEX

The Anatomical and Functional Organization of the Human Visual Pulvinar

(2015) M. J. Arcaro et al.   JOURNAL OF NEUROSCIENCE

Thalamic control of sensory selection in divided attention

(2015) Ralf D. Wimmer et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Inferring learning rules from distributions of firing rates in cortical neurons

(2015) Sukbin Lim et al.   NATURE NEUROSCIENCE

The neocortical circuit: themes and variations

(2015) Kenneth D Harris et al.   NATURE NEUROSCIENCE

Visual Areas Exert Feedforward and Feedback Influences through Distinct Frequency Channels

(2015) André Moraes Bastos et al.   NEURON

A Large-Scale Circuit Mechanism for Hierarchical Dynamical Processing in the Primate Cortex

(2015) Rishidev Chaudhuri et al.   NEURON

Top-down control of the phase of alpha-band oscillations as a mechanism for temporal prediction

(2015) Jason Samaha et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Oscillatory mechanisms of feedforward and feedback visual processing

(2015) Ole Jensen et al.   TRENDS IN NEUROSCIENCES

Is predictive coding theory articulated enough to be testable?

(2015) Naoki Kogo et al.   Frontiers in Computational Neuroscience

Local Entrainment of Alpha Oscillations by Visual Stimuli Causes Cyclic Modulation of Perception

(2014) E. Spaak et al.   JOURNAL OF NEUROSCIENCE

Learned spatiotemporal sequence recognition and prediction in primary visual cortex

(2014) Jeffrey P Gavornik et al.   NATURE NEUROSCIENCE

Expectation in perceptual decision making: neural and computational mechanisms

(2014) Christopher Summerfield et al.   NATURE REVIEWS NEUROSCIENCE

Translaminar Inhibitory Cells Recruited by Layer 6 Corticothalamic Neurons Suppress Visual Cortex

(2014) Dante S. Bortone et al.   NEURON

A continuous-time neural model for sequential action

(2014) G. Kachergis et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Alpha and gamma oscillations characterize feedback and feedforward processing in monkey visual cortex

(2014) Timo van Kerkoerle et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Deep Neural Networks Rival the Representation of Primate IT Cortex for Core Visual Object Recognition

(2014) Charles F. Cadieu et al.   PLoS Computational Biology

Deep Supervised, but Not Unsupervised, Models May Explain IT Cortical Representation

(2014) Seyed-Mahdi Khaligh-Razavi et al.   PLoS Computational Biology

Whatever next? Predictive brains, situated agents, and the future of cognitive science

(2013)   BEHAVIORAL AND BRAIN SCIENCES

Direct Control of Visual Perception with Phase-specific Modulation of Posterior Parietal Cortex

(2013) Andrew Jaegle et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Anatomy of hierarchy: Feedforward and feedback pathways in macaque visual cortex

(2013) Nikola T. Markov et al.   JOURNAL OF COMPARATIVE NEUROLOGY

Remapping of Border Ownership in the Visual Cortex

(2013) P. O'Herron et al.   JOURNAL OF NEUROSCIENCE

Gating of Sensory Input by Spontaneous Cortical Activity

(2013) A. Luczak et al.   JOURNAL OF NEUROSCIENCE

Influence of spiking activity on cortical local field potentials

(2013) Stephan Waldert et al.   JOURNAL OF PHYSIOLOGY-LONDON

Responses of pulvinar neurons reflect a subject's confidence in visual categorization

(2013) Yutaka Komura et al.   NATURE NEUROSCIENCE

The impact of microsaccades on vision: towards a unified theory of saccadic function

(2013) Susana Martinez-Conde et al.   NATURE REVIEWS NEUROSCIENCE

Modeling the electrical field created by mass neural activity

(2013) Eran Privman et al.   NEURAL NETWORKS

The Function of Metabotropic Glutamate Receptors in Thalamus and Cortex

(2013) S. Murray Sherman   NEUROSCIENTIST

Theoretical models of synaptic short term plasticity

(2013) Matthias H. Hennig   Frontiers in Computational Neuroscience

A Weighted and Directed Interareal Connectivity Matrix for Macaque Cerebral Cortex

(2012) N. T. Markov et al.   CEREBRAL CORTEX

Layer-Specific Entrainment of Gamma-Band Neural Activity by the Alpha Rhythm in Monkey Visual Cortex

(2012) Eelke Spaak et al.   CURRENT BIOLOGY

Making Waves in the Stream of Consciousness: Entraining Oscillations in EEG Alpha and Fluctuations in Visual Awareness with Rhythmic Visual Stimulation

(2012) Kyle E. Mathewson et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Building a mechanistic model of the development and function of the primary visual cortex

(2012) James A. Bednar   JOURNAL OF PHYSIOLOGY-PARIS

Gain control by layer six in cortical circuits of vision

(2012) Shawn R. Olsen et al.   NATURE

Gating and control of primary visual cortex by pulvinar

(2012) Gopathy Purushothaman et al.   NATURE NEUROSCIENCE

The BCM theory of synapse modification at 30: interaction of theory with experiment

(2012) Leon N Cooper et al.   NATURE REVIEWS NEUROSCIENCE

Less Is More: Expectation Sharpens Representations in the Primary Visual Cortex

(2012) Peter Kok et al.   NEURON

Canonical Microcircuits for Predictive Coding

(2012) Andre M. Bastos et al.   NEURON

Laminar analysis of visually evoked activity in the primary visual cortex

(2012) D. Xing et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The Pulvinar Regulates Information Transmission Between Cortical Areas Based on Attention Demands

(2012) Y. B. Saalmann et al.   SCIENCE

An oscillatory mechanism for prioritizing salient unattended stimuli

(2012) Ole Jensen et al.   TRENDS IN COGNITIVE SCIENCES

Development of sensitivity to global form and motion in macaque monkeys (Macaca nemestrina)

(2012) Lynne Kiorpes et al.   VISION RESEARCH

Laminar-dependent effects of cortical state on auditory cortical spontaneous activity

(2012) Shuzo Sakata et al.   Frontiers in Neural Circuits

NMDA Receptor-Dependent Long-Term Potentiation and Long-Term Depression (LTP/LTD)

(2012) C. Luscher et al.   Cold Spring Harbor Perspectives in Biology

Evoked alpha and early access to the knowledge system: The P1 inhibition timing hypothesis

(2011) Wolfgang Klimesch   BRAIN RESEARCH

Two populations of corticothalamic and interareal corticocortical cells in the subgranular layers of the mouse primary sensory cortices

(2011) Iraklis Petrof et al.   JOURNAL OF COMPARATIVE NEUROLOGY

Distinct functions for direct and transthalamic corticocortical connections

(2011) S. Murray Sherman et al.   JOURNAL OF NEUROPHYSIOLOGY

Infragranular Sources of Sustained Local Field Potential Responses in Macaque Primary Visual Cortex

(2011) A. Maier et al.   JOURNAL OF NEUROSCIENCE

Prior Expectation Mediates Neural Adaptation to Repeated Sounds in the Auditory Cortex: An MEG Study

(2011) A. Todorovic et al.   JOURNAL OF NEUROSCIENCE

Cognitive and Perceptual Functions of the Visual Thalamus

(2011) Yuri B. Saalmann et al.   NEURON

Statistical learning of visual transitions in monkey inferotemporal cortex

(2011) T. Meyer et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Laminar differences in gamma and alpha coherence in the ventral stream

(2011) E. A. Buffalo et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Different Origins of Gamma Rhythm and High-Gamma Activity in Macaque Visual Cortex

(2011) Supratim Ray et al.   PLOS BIOLOGY

Human category learning 2.0

(2010) F. Gregory Ashby et al.   Annals of the New York Academy of Sciences

Shaping Functional Architecture by Oscillatory Alpha Activity: Gating by Inhibition

(2010) Ole Jensen et al.   Frontiers in Human Neuroscience

The free-energy principle: a unified brain theory?

(2010) Karl Friston   NATURE REVIEWS NEUROSCIENCE

Visual stability based on remapping of attention pointers

(2010) Patrick Cavanagh et al.   TRENDS IN COGNITIVE SCIENCES

To See or Not to See: Prestimulus   Phase Predicts Visual Awareness

(2009) K. E. Mathewson et al.   JOURNAL OF NEUROSCIENCE

The Phase of Ongoing EEG Oscillations Predicts Visual Perception

(2009) N. A. Busch et al.   JOURNAL OF NEUROSCIENCE

Laminar Structure of Spontaneous and Sensory-Evoked Population Activity in Auditory Cortex

(2009) Shuzo Sakata et al.   NEURON

The Normalization Model of Attention

(2009) John H. Reynolds et al.   NEURON

Spontaneous Events Outline the Realm of Possible Sensory Responses in Neocortical Populations

(2009) Artur Luczak et al.   NEURON

Impaired attentional selection following lesions to human pulvinar: Evidence for homology between human and monkey

(2009) J. C. Snow et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Expectation (and attention) in visual cognition

(2009) Christopher Summerfield et al.   TRENDS IN COGNITIVE SCIENCES

Towards a Mathematical Theory of Cortical Micro-circuits

(2009) Dileep George et al.   PLoS Computational Biology

The Effects of Visual Stimulation and Selective Visual Attention on Rhythmic Neuronal Synchronization in Macaque Area V4

(2008) P. Fries et al.   JOURNAL OF NEUROSCIENCE

Requirement of an Allosteric Kinetics of NMDA Receptors for Spike Timing-Dependent Plasticity

(2008) H. Urakubo et al.   JOURNAL OF NEUROSCIENCE

Neural repetition suppression reflects fulfilled perceptual expectations

(2008) Christopher Summerfield et al.   NATURE NEUROSCIENCE

Neuronal mechanisms of visual stability

(2008) Robert H. Wurtz   VISION RESEARCH

Reconciling Predictive Coding and Biased Competition Models of Cortical Function

(2008) Michael W. Spratling   Frontiers in Computational Neuroscience