Publications by authors named "Greg Silasi"

Volition - the sense of control or agency over one's voluntary actions - is widely recognized as the basis of both human subjective experience and natural behavior in nonhuman animals. Several human studies have found peaks in neural activity preceding voluntary actions, for example the readiness potential (RP), and some have shown upcoming actions could be decoded even before awareness. Others propose that random processes underlie and explain pre-movement neural activity.

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Article Synopsis
  • Advances in recording neural activity necessitate tools to relate this data to behaviors, and recurrent neural networks (RNNs) are promising for classification tasks.
  • RNNs can outperform traditional methods like Support Vector Machines (SVMs) in classifying behavior based on neural data from mice during a specific behavior.
  • The study uses dimensionality reduction to visualize RNN processes, enhancing our understanding of how different brain regions contribute to behavioral classification.
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Previous research has shown that seizures kindled in the corpus callosum result in a persistent enhancement of the callosal-neocortical evoked response but only a transient reduction in layer III pyramidal cell morphology. To date, there are no reports on the direct effects of repeated seizures on dendritic morphology in layer V, the pyramidal layer thought to mediate the kindling-induced enhanced evoked response. This experiment examined the effect of repeated seizures elicited from the corpus callosum, at the level of the frontal neocortex, on the morphology of sensorimotor frontal (Fr1) and occipital (OC1) neocortical layer V, as well as striatal and neuronal dendrites, in male rats.

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Radiation exposure is known to have profound effects on the brain, leading to precursor cell dysfunction and debilitating cognitive declines [Nat. Med. 8 (2002) 955].

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