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1.
Neuroimage ; 221: 116999, 2020 11 01.
Article in English | MEDLINE | ID: mdl-32497786

ABSTRACT

We describe the Sketch-and-Stitch method for bringing together a cognitive model and EEG to reconstruct the cognition of a subject. The method was tested in the context of a video game where the actions are highly interdependent and variable: simply changing whether a key was pressed or not for a 30th of a second can lead to a very different outcome. The Sketch level identifies the critical events in the game and the Stitch level fills in the detailed actions between these events. The critical events tend to produce robust EEG signals and the cognitive model provides probabilities of various transitions between critical events and the distribution of intervals between these events. This information can be combined in a hidden semi-Markov model that identifies the most probable sequence of critical events and when they happened. The Stitch level selects detailed actions from an extensive library of model games to produce these critical events. The decision about which sequence of actions to select from the library is made on the basis of how well they would produce weaker aspects of the EEG signal. The resulting approach can produce quite compelling replays of actual games from the EEG of a subject.


Subject(s)
Cerebral Cortex/physiology , Cognition/physiology , Electroencephalography/methods , Functional Neuroimaging/methods , Models, Biological , Psychomotor Performance/physiology , Spatial Navigation/radiation effects , Video Games , Adolescent , Adult , Female , Humans , Male , Young Adult
2.
Electromagn Biol Med ; 38(2): 123-130, 2019.
Article in English | MEDLINE | ID: mdl-30880541

ABSTRACT

INTRODUCTION: Recent studies have shown that pulsed electromagnetic field (EMF) has therapeutic potential for dementia, but the associated neurobiological effects are unclear. This study aimed to determine the effects of pulsed EMF on Streptozotocin (STZ)-induced dementia rats. METHODS: Forty Sprague-Dawley rats were randomly allocated to one of the four groups: (i) control, (ii) normal saline injection (sham group), (iii) STZ injection (STZ group) and (iv) STZ injection with pulsed EMF exposure (PEMF, 10 mT at 20 Hz) (STZ + MF group). Morris water maze was used to assess the learning and memory abilities. Insulin growth factors 1 and 2 (IGF-1 and IGF-2) gene expression were determined by quantitative PCR. RESULTS: The results showed that the mean escape latency in STZ-induced dementia rats was reduced by 66% under the exposure of pulsed EMF. Compared with the STZ group, the swimming distance and the time for first crossing the platform decreased by 55 and 41.6% in STZ + MF group, respectively. Furthermore, the IGF-2 gene expression significantly increased compared to that of the STZ group. CONCLUSIONS: Our findings indicate that the pulsed EMF exposure can improve the ability of learning and memory in STZ-induced dementia rats and this effect may be related to the process of IGF signal transduction, suggesting a potential role for the pulsed EMF for the amelioration of cognition impairment.


Subject(s)
Dementia/chemically induced , Dementia/physiopathology , Magnetic Field Therapy , Memory/radiation effects , Streptozocin/adverse effects , Animals , Cognition/drug effects , Cognition/radiation effects , Dementia/metabolism , Dementia/therapy , Gene Expression Regulation/drug effects , Gene Expression Regulation/radiation effects , Insulin-Like Growth Factor I/metabolism , Insulin-Like Growth Factor II/metabolism , Male , Maze Learning/drug effects , Maze Learning/radiation effects , Rats , Rats, Sprague-Dawley , Spatial Navigation/drug effects , Spatial Navigation/radiation effects
3.
Nat Commun ; 5: 4164, 2014 Jun 24.
Article in English | MEDLINE | ID: mdl-24960099

ABSTRACT

Convincing evidence that migrant monarch butterflies (Danaus plexippus) use a magnetic compass to aid their fall migration has been lacking from the spectacular navigational capabilities of this species. Here we use flight simulator studies to show that migrants indeed possess an inclination magnetic compass to help direct their flight equatorward in the fall. The use of this inclination compass is light-dependent utilizing ultraviolet-A/blue light between 380 and 420 nm. Notably, the significance of light <420 nm for inclination compass function was not considered in previous monarch studies. The antennae are important for the inclination compass because they appear to contain light-sensitive magnetosensors. For migratory monarchs, the inclination compass may serve as an important orientation mechanism when directional daylight cues are unavailable and may also augment time-compensated sun compass orientation for appropriate directionality throughout the migration.


Subject(s)
Animal Migration/physiology , Butterflies/physiology , Magnetic Phenomena , Spatial Navigation/physiology , Ultraviolet Rays , Animals , Arthropod Antennae/physiology , Computer Simulation , Seasons , Spatial Navigation/radiation effects , United States
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