scholarly journals The Predictive Global Neuronal Workspace: A Formal Active Inference Model of Visual Consciousness

2020 ◽  
Author(s):  
Christopher J. Whyte ◽  
Ryan Smith
Keyword(s):  
Inattentional Blindness ◽  
Signal Strength ◽  
Active Inference ◽  
Neural Basis ◽  
Neuronal Dynamics ◽  
Inference Model ◽  
Architectural Elements ◽  
Sensory Signal ◽  
Visual Consciousness ◽  
The Relationship

AbstractThe global neuronal workspace (GNW) model has inspired over two decades of hypothesis driven research on the neural basis consciousness. However, recent studies have reported findings that are at odds with empirical predictions of the model. Further, the macro-anatomical focus of current GNW research has limited the specificity of predictions afforded by the model. In this paper we present a neurocomputational model – based on Active Inference – that captures central architectural elements of the GNW and is able to address these limitations. The resulting ‘predictive global workspace’ casts neuronal dynamics as approximating Bayesian inference, allowing precise, testable predictions at both the behavioural and neural levels of description. We report simulations demonstrating the model’s ability to reproduce: 1) the electrophysiological and behaviour results observed in previous studies of inattentional blindness; and 2) the previously introduced four-way taxonomy predicted by the GNW, which describes the relationship between consciousness, attention, and sensory signal strength. We then illustrate how our model can reconcile/explain (apparently) conflicting findings, extend the GNW taxonomy to include the influence of prior expectations, and inspire novel paradigms to test associated behavioural and neural predictions.

Tinkering with cognitive gadgets: Cultural evolutionary psychology meets active inference

2019 ◽  
Vol 42 ◽  
Author(s):  
Paul Benjamin Badcock ◽  
Axel Constant ◽  
Maxwell James Désormeau Ramstead
Keyword(s):  
Evolutionary Psychology ◽  
Research Program ◽  
Active Inference ◽  
Innovative Research ◽  
Cognitive Faculties ◽  
Cultural Evolutionary ◽  
The Relationship

Abstract Cognitive Gadgets offers a new, convincing perspective on the origins of our distinctive cognitive faculties, coupled with a clear, innovative research program. Although we broadly endorse Heyes’ ideas, we raise some concerns about her characterisation of evolutionary psychology and the relationship between biology and culture, before discussing the potential fruits of examining cognitive gadgets through the lens of active inference.

Dream Bizarreness as the Cognitive Correlate of Altered Neuronal Behavior in REM Sleep

1989 ◽  
Vol 1 (3) ◽  
pp. 201-222 ◽  
Author(s):  
Adam N. Mamelak ◽  
J. Allan Hobson
Keyword(s):  
Neural Networks ◽  
Cerebral Cortex ◽  
Rem Sleep ◽  
Neuronal Dynamics ◽  
Neurophysiological Model ◽  
The Relationship ◽  
Cognitive Feature ◽  
The Brain ◽  
Cognitive Correlate ◽  
Raphe Neurons

Bizarreness is a cognitive feature common to REM sleep dreams, which can be easily measured. Because bizarreness is highly specific to dreaming, we propose that it is most likely brought about by changes in neuronal activity that are specific to REM sleep. At the level of the dream plot, bizarreness can be defined as either discontinuity or incongruity. In addition, the dreamer's thoughts about the plot may be logically deficient. We propose that dream bizarreness is the cognitive concomitant of two kinds of changes in neuronal dynamics during REM sleep. One is the disinhibition of forebrain networks caused by the withdrawal of the modulatory influences of norepinephrine (NE) and serotonin (5HT) in REM sleep, secondary to cessation of firing of locus coeruleus and dorsal raphe neurons. This aminergic demodulation can be mathematically modeled as a shift toward increased error at the outputs from neural networks, and these errors might be represented cognitively as incongruities and/or discontinuities. We also consider the possibility that discontinuities are the cognitive concomitant of sudden bifurcations or “jumps” in the responses of forebrain neuronal networks. These bifurcations are caused by phasic discharge of pontogeniculooccipital (PGO) neurons during REM sleep, providing a source of cholinergic modulation to the forebrain which could evoke unpredictable network responses. When phasic PGO activity stops, the resultant activity in the brain may be wholly unrelated to patterns of activity dominant before such phasic stimulation began. Mathematically such sudden shifts from one pattern of activity to a second, unrelated one is called a bifurcation. We propose that the neuronal bifurcations brought about by PGO activity might be represented cognitively as bizarre discontinuities of dream plot. We regard these proposals as preliminary attempts to model the relationship between dream cognition and REM sleep neurophysiology. This neurophysiological model of dream bizarreness may also prove useful in understanding the contributions of REM sleep to the developmental and experiential plasticity of the cerebral cortex.

Precarious Manhood Predicts Support for Aggressive Policies and Politicians

2020 ◽  
pp. 014616722096357
Author(s):  
Sarah H. DiMuccio ◽  
Eric D. Knowles
Keyword(s):  
Death Penalty ◽  
Real World ◽  
Signal Strength ◽  
Congressional Elections ◽  
Electoral Behavior ◽  
Election Study ◽  
Search Terms ◽  
Potential Sources ◽  
Sources Of Variation ◽  
The Relationship

Precarious manhood (PM) theory posits that males are expected to actively maintain their reputations as “real men.” We propose that men’s concern about failing to meet masculine standards leads them to embrace policies and politicians that signal strength and toughness—or what we term political aggression. Three correlational studies support this claim. In Study 1, men’s fear of failing to meet masculine expectations predicted their support for aggressive policies (e.g., the death penalty), but not policies lacking aggressive features (e.g., affirmative action). Studies 2 and 3 utilized Google searches to assess the relationship between regional levels of PM and real-world electoral behavior. The use of search terms related to masculine anxieties correlated with Donald Trump’s vote share in the 2016 general election (Study 2) and, confirming preregistered predictions, with Republican candidates’ vote shares in 2018 congressional elections (Study 3). We close by discussing potential sources of variation in PM.

scholarly journals Locus Coeruleus tracking of prediction errors optimises cognitive flexibility: An Active Inference model

2019 ◽  
Vol 15 (1) ◽  
pp. e1006267 ◽  
Author(s):  
Anna C. Sales ◽  
Karl J. Friston ◽  
Matthew W. Jones ◽  
Anthony E. Pickering ◽  
Rosalyn J. Moran
Keyword(s):  
Locus Coeruleus ◽  
Cognitive Flexibility ◽  
Prediction Errors ◽  
Active Inference ◽  
Inference Model

scholarly journals Regimes of Expectations: An Active Inference Model of Social Conformity and Human Decision Making

2019 ◽  
Vol 10 ◽  
Author(s):  
Axel Constant ◽  
Maxwell J. D. Ramstead ◽  
Samuel P. L. Veissière ◽  
Karl Friston
Keyword(s):  
Decision Making ◽  
Active Inference ◽  
Social Conformity ◽  
Inference Model ◽  
Human Decision

scholarly journals Reward Enhances Pain Discrimination in Humans

2020 ◽  
Vol 31 (9) ◽  
pp. 1191-1199
Author(s):  
Susanne Becker ◽  
Martin Löffler ◽  
Ben Seymour
Keyword(s):  
Information Processing ◽  
Sensory Input ◽  
Signal Strength ◽  
Diffusion Modeling ◽  
Drift Diffusion ◽  
Discriminative Ability ◽  
Discriminative Performance ◽  
Decision Bias ◽  
Sensory Signal ◽  
Human Volunteers

The notion that reward inhibits pain is a well-supported observation in both humans and animals, allowing suppression of pain reflexes to acquired rewarding stimuli. However, a blanket inhibition of pain by reward would also impair pain discrimination. In contrast, early counterconditioning experiments implied that reward might actually spare pain discrimination. To test this hypothesis, we investigated whether discriminative performance was enhanced or inhibited by reward. We found in adult human volunteers ( N = 25) that pain-based discriminative ability is actually enhanced by reward, especially when reward is directly contingent on discriminative performance. Drift-diffusion modeling shows that this relates to an augmentation of the underlying sensory signal strength and is not merely an effect of decision bias. This enhancement of sensory-discriminative pain-information processing suggests that whereas reward can promote reward-acquiring behavior by inhibition of pain in some circumstances, it can also facilitate important discriminative information of the sensory input when necessary.

Sedimentary Cladocera as indicators of past water-level changes in shallow northern lakes

2011 ◽  
Vol 75 (3) ◽  
pp. 430-437 ◽  
Author(s):  
Liisa Nevalainen ◽  
Kaarina Sarmaja-Korjonen ◽  
Tomi P. Luoto
Keyword(s):  
Water Level ◽  
Lake Level ◽  
Water Levels ◽  
Sediment Record ◽  
Inference Model ◽  
Water Level Changes ◽  
Long Term Changes ◽  
Lower Water Level ◽  
The Relationship

AbstractThe usability of subfossil Cladocera assemblages in reconstructing long-term changes in lake level was examined by testing the relationship between Cladocera-based planktonic/littoral (P/L) ratio and water-level inference model in a surface-sediment dataset and in a 2000-yr sediment record in Finland. The relationships between measured and inferred water levels and P/L ratios were significant in the dataset, implying that littoral taxa are primarily deposited in shallow littoral areas, while planktonic cladocerans accumulate abundantly mainly in deepwater locations. The 2000-yr water-level reconstructions based on the water-level inference model and P/L ratio corresponded closely with each other and with a previously available midge-inferred water-level reconstruction from the same core, showing a period of lower water level around AD 300–1000 and suggesting that the methods are valid for paleolimnological and -climatological use.

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