On directed information theory and Granger causality graphs [PDF]
Directed information theory deals with communication channels with feedback. When applied to networks, a natural extension based on causal conditioning is needed. We show here that measures built from directed information theory in networks can be used to assess Granger causality graphs of stochastic processes.
arxiv +1 more source
The parents of neuroscience and the neuroscience of parents [PDF]
Today’s burgeoning science of the mind, neuroscience stands on the shoulders of giants, great minds that have madehistory and still influence present day neurobiology because the strength of their contributions was so widespread andenduring. Our contribution will discuss some of the major forebears of neuroscience, and their continued contribution ...
Katie Coren Freeman+2 more
openaire +1 more source
Integration of Patients into First-year Neuroscience Medical Curriculum
Background: A medical neuroscience curriculum that integrates broad categorization of neurological diseases in the first year of medical education has a functional utility to strengthen the foundation of medical students in clinical neuroscience ...
Jasmine Pendergrass+8 more
doaj +1 more source
Recommendations for repositories and scientific gateways from a neuroscience perspective [PDF]
Digital services such as repositories and science gateways have become key resources for the neuroscience community, but users often have a hard time orienting themselves in the service landscape to find the best fit for their particular needs. INCF (International Neuroinformatics Coordinating Facility) has developed a set of recommendations and ...
arxiv
An Introductory Review of Information Theory in the Context of Computational Neuroscience [PDF]
This paper introduces several fundamental concepts in information theory from the perspective of their origins in engineering. Understanding such concepts is important in neuroscience for two reasons. Simply applying formulae from information theory without understanding the assumptions behind their definitions can lead to erroneous results and ...
arxiv +1 more source
A perspective on neuroscience data standardization with Neurodata Without Borders [PDF]
Neuroscience research has evolved to generate increasingly large and complex experimental data sets, and advanced data science tools are taking on central roles in neuroscience research. Neurodata Without Borders (NWB), a standard language for neurophysiology data, has recently emerged as a powerful solution for data management, analysis, and sharing ...
arxiv
An introduction to reinforcement learning for neuroscience [PDF]
Reinforcement learning (RL) has a rich history in neuroscience, from early work on dopamine as a reward prediction error signal (Schultz et al., 1997) to recent work proposing that the brain could implement a form of 'distributional reinforcement learning' popularized in machine learning (Dabney et al., 2020).
arxiv
What can a mathematician do in neuroscience? [PDF]
Mammalian brain is one of the most complex objects in the known universe, as it governs every aspect of animal's and human behavior. It is fair to say that we have a very limited knowledge of how the brain operates and functions. Computational Neuroscience is a scientific discipline that attempts to understand and describe the brain in terms of ...
arxiv +1 more source
Interview with the Coordinator Prof. Giuseppe Di Giovanni, University of Malta, Department of Physiology and Biochemistry [PDF]
Interview with the Coordinator of the Malta Neuroscience Network Programme, Prof. Giuseppe Di Giovanni regarding the Malta Neuroscience Net- work. "With the creation of the Malta Neuroscience Network, we will be keeping up with the most important ...
Di Giovanni, Giuseppe
core
Countermanding Perceptual Decision-Making
Summary: We investigated whether a task requiring concurrent perceptual decision-making and response control can be performed concurrently, whether evidence accumulation and response control are accomplished by the same neurons, and whether perceptual ...
Paul G. Middlebrooks+4 more
doaj