(Q38911276)

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27468262%20AND%20SRC:MED&resulttype=core&format=json

19 March 2020

title

Probabilistic Models and Generative Neural Networks: Towards an Unified Framework for Modeling Normal and Impaired Neurocognitive Functions (English)

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27468262%20AND%20SRC:MED&resulttype=core&format=json

19 March 2020

main subject

probabilistic modeling

0 references

author

Alberto Testolin

series ordinal

1

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27468262%20AND%20SRC:MED&resulttype=core&format=json

19 March 2020

Marco Zorzi

series ordinal

2

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27468262%20AND%20SRC:MED&resulttype=core&format=json

19 March 2020

1

Alberto Testolin

1 reference

7 September 2017

2

Marco Zorzi

1 reference

7 September 2017

13 July 2016

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27468262%20AND%20SRC:MED&resulttype=core&format=json

Frontiers in Computational Neuroscience

19 March 2020

published in

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27468262%20AND%20SRC:MED&resulttype=core&format=json

19 March 2020

volume

10

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27468262%20AND%20SRC:MED&resulttype=core&format=json

19 March 2020

page(s)

73

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27468262%20AND%20SRC:MED&resulttype=core&format=json

Mastering the game of Go with deep neural networks and tree search

19 March 2020

cites work

1 reference

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Human-level concept learning through probabilistic program induction

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The Neural Representation of Sequences: From Transition Probabilities to Algebraic Patterns and Linguistic Trees

9 September 2017

1 reference

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Probabilistic machine learning and artificial intelligence

9 September 2017

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9 September 2017

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The restless brain: how intrinsic activity organizes brain function

9 September 2017

1 reference

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Cognitive network neuroscience

9 September 2017

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Human-level control through deep reinforcement learning

9 September 2017

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Deep supervised, but not unsupervised, models may explain IT cortical representation

9 September 2017

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Neural networks and neuroscience-inspired computer vision

9 September 2017

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Global and regional burden of stroke during 1990-2010: findings from the Global Burden of Disease Study 2010

9 September 2017

1 reference

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Structural and functional brain networks: from connections to cognition

9 September 2017

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Modeling language and cognition with deep unsupervised learning: a tutorial overview

9 September 2017

1 reference

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Integrating probabilistic models of perception and interactive neural networks: a historical and tutorial review

9 September 2017

1 reference

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Charles Bonnet syndrome: evidence for a generative model in the cortex?

9 September 2017

1 reference

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

9 September 2017

1 reference

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Deep Unsupervised Learning on a Desktop PC: A Primer for Cognitive Scientists

9 September 2017

1 reference

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Bayesian computation emerges in generic cortical microcircuits through spike-timing-dependent plasticity

9 September 2017

1 reference

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Theory and simulation in neuroscience

9 September 2017

1 reference

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Multistability and metastability: understanding dynamic coordination in the brain

9 September 2017

1 reference

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Probabilistic inference in general graphical models through sampling in stochastic networks of spiking neurons

9 September 2017

1 reference

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Neural dynamics as sampling: a model for stochastic computation in recurrent networks of spiking neurons

9 September 2017

1 reference

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How to grow a mind: statistics, structure, and abstraction

9 September 2017

1 reference

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States versus rewards: dissociable neural prediction error signals underlying model-based and model-free reinforcement learning

9 September 2017

1 reference

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Large-scale brain networks in cognition: emerging methods and principles

9 September 2017

1 reference

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Statistically optimal perception and learning: from behavior to neural representations

9 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4943066

The free-energy principle: a unified brain theory?

9 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4943066

Complex brain networks: graph theoretical analysis of structural and functional systems

9 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4943066

On the biological plausibility of grandmother cells: implications for neural network theories in psychology and neuroscience

9 September 2017

1 reference

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Hierarchically organized behavior and its neural foundations: a reinforcement learning perspective

9 September 2017

1 reference

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Bayesian surprise attracts human attention

9 September 2017

1 reference

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The dynamic brain: from spiking neurons to neural masses and cortical fields

9 September 2017

1 reference

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The brain's default network: anatomy, function, and relevance to disease

9 September 2017

1 reference

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Cultural recycling of cortical maps

9 September 2017

1 reference

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Learning multiple layers of representation

9 September 2017

1 reference

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Optimization by Simulated Annealing

9 September 2017

1 reference

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Monotonic coding of numerosity in macaque lateral intraparietal area

9 September 2017

1 reference

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Brain states: top-down influences in sensory processing

9 September 2017

1 reference

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Bayesian inference with probabilistic population codes

9 September 2017

1 reference

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Reducing the dimensionality of data with neural networks

9 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4943066

Always returning: feedback and sensory processing in visual cortex and thalamus

9 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4943066

The role of semantic and symbolic representations in arithmetic processing: insights from simulated dyscalculia in a connectionist model.

9 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4943066

Hierarchical Bayesian inference in the visual cortex

9 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4943066

Functional connectivity in the resting brain: a network analysis of the default mode hypothesis

9 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4943066

Training products of experts by minimizing contrastive divergence

9 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4943066

Control of goal-directed and stimulus-driven attention in the brain

9 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4943066

9 September 2017

1 reference

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Dynamic predictions: oscillations and synchrony in top-down processing

9 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4943066

The brainweb: phase synchronization and large-scale integration

9 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4943066

Relating unilateral neglect to the neural coding of space

9 September 2017

1 reference

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Impairments in verb morphology after brain injury: a connectionist model

9 September 2017

1 reference

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Complex visual hallucinations. Clinical and neurobiological insights

9 September 2017

1 reference

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Why there are complementary learning systems in the hippocampus and neocortex: insights from the successes and failures of connectionist models of learning and memory

9 September 2017

1 reference

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A standardized set of 260 pictures: norms for name agreement, image agreement, familiarity, and visual complexity.

9 September 2017

2 references

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9 September 2017

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Lesioning an attractor network: investigations of acquired dyslexia

21 January 2018

1 reference

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Preface: Cerebral Cortex Has Come of Age

9 September 2017

1 reference

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Universal resilience patterns in complex networks

9 September 2017

1 reference

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Learning Orthographic Structure With Sequential Generative Neural Networks

9 September 2017

1 reference

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Deep generative learning of location-invariant visual word recognition

25 September 2017

1 reference

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Complementary neural representations for faces and words: a computational exploration

17 June 2018

1 reference

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Deep Neural Networks Reveal a Gradient in the Complexity of Neural Representations across the Ventral Stream.

17 June 2018

1 reference

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Number skills are maintained in healthy ageing.

22 August 2018

1 reference

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Resting brains never rest: computational insights into potential cognitive architectures.

22 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4943066

Space coding for sensorimotor transformations can emerge through unsupervised learning

22 August 2018

1 reference

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Paying attention through eye movements: a computational investigation of the premotor theory of spatial attention

22 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4943066

Emergence of a 'visual number sense' in hierarchical generative models.

22 August 2018

1 reference

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Bridging the gap between physiology and behavior: evidence from the sSoTS model of human visual attention.

22 August 2018

1 reference

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Towards the virtual brain: network modeling of the intact and the damaged brain.

22 August 2018

1 reference

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Bayesian spiking neurons I: inference

22 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4943066

Optimized voxel-based morphometry in children with developmental dyscalculia.

22 August 2018

1 reference

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Bayesian computation in recurrent neural circuits.

22 August 2018

1 reference

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The "wake-sleep" algorithm for unsupervised neural networks

22 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4943066

Distributed hierarchical processing in the primate cerebral cortex

22 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4943066

A Learning Algorithm for Boltzmann Machines

22 August 2018

1 reference

Crossref

https://api.crossref.org/works/10.3389%2FFNCOM.2016.00073

Statistical mechanics of complex networks

21 January 2018

1 reference

Crossref

https://api.crossref.org/works/10.3389%2FFNCOM.2016.00073

Networks: An introduction

21 January 2018

1 reference

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https://api.crossref.org/works/10.3389%2FFNCOM.2016.00073

21 January 2018

Identifiers

DOI

10.3389/FNCOM.2016.00073

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27468262%20AND%20SRC:MED&resulttype=core&format=json

journals/ficn/TestolinZ16

19 March 2020

DBLP publication ID

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27468262%20AND%20SRC:MED&resulttype=core&format=json

19 March 2020

PubMed publication ID

27468262

1 reference