Zobrazeno 1 - 10
of 30
pro vyhledávání: '"PierGianLuca Porta Mana"'
Autor:
Claudia Bachmann, Heidi I. L. Jacobs, PierGianLuca Porta Mana, Kim Dillen, Nils Richter, Boris von Reutern, Julian Dronse, Oezguer A. Onur, Karl-Josef Langen, Gereon R. Fink, Juraj Kukolja, Abigail Morrison
Publikováno v:
Frontiers in Neuroscience, Vol 12 (2018)
The diagnosis of Alzheimer's disease (AD), especially in the early stage, is still not very reliable and the development of new diagnosis tools is desirable. A diagnosis based on functional magnetic resonance imaging (fMRI) is a suitable candidate, s
Externí odkaz:
https://doaj.org/article/12856b81a3b649d3aa8bb3638c1de721
Autor:
Jeyashree Krishnan, PierGianLuca Porta Mana, Moritz Helias, Markus Diesmann, Edoardo Di Napoli
Publikováno v:
Frontiers in Neuroinformatics, Vol 11 (2018)
Spiking neuronal networks are usually simulated with one of three main schemes: the classical time-driven and event-driven schemes, and the more recent hybrid scheme. All three schemes evolve the state of a neuron through a series of checkpoints: equ
Externí odkaz:
https://doaj.org/article/a4fdefaf8e2e416ebe6e3f9a7739f7d9
Publikováno v:
PLoS Computational Biology, Vol 13, Iss 10, p e1005762 (2017)
Pairwise maximum-entropy models have been used in neuroscience to predict the activity of neuronal populations, given only the time-averaged correlations of the neuron activities. This paper provides evidence that the pairwise model, applied to exper
Externí odkaz:
https://doaj.org/article/c1a4d940592b4acd86f231ccc9bce8c6
Autor:
PierGianLuca Porta Mana, Ingrid Rye, Alexandra Vik, Marek Kociński, Arvid Lundervold, Astri Johansen Lundervold, Alexander Selvikvåg Lundervold
The present work presents a statistically sound, rigorous, and model-free algorithm – called "Lusted-Jaynes machine" in homage to these two pioneers – for use in personalized medicine. The algorithm is designed first to learn from a dataset of cl
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______2659::f7c1ed0a2af94e2f94f62d6597942846
https://zenodo.org/record/7574374
https://zenodo.org/record/7574374
In fields such as medicine and drug discovery, the ultimate goal of a classification is not to guess a class, but to choose the optimal course of action among a set of possible ones, usually not in one-one correspondence with the set of classes. This
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a672937fd8613022d9d9b350a8b06fce
https://doi.org/10.31219/osf.io/vct9y
https://doi.org/10.31219/osf.io/vct9y
How can one meaningfully make a measurement, if the meter does not conform to any standard and its scale expands or shrinks depending on what is measured? In the present work it is argued that current evaluation practices for machine-learning classif
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ac3b0ac0cd835307e3aa75ec0cca07d3
https://zenodo.org/record/6616071
https://zenodo.org/record/6616071
Autor:
PierGianLuca Porta Mana
In a recent manuscript, Gelman & Yao (2020) claim that "the usual rules of conditional probability fail in the quantum realm" and that "probability theory isn't true (quantum physics)" and purport to support these statements with the example of a qua
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b348cd442caa3f24fb4c0f3c1967b4d3
https://doi.org/10.31219/osf.io/bsnh7
https://doi.org/10.31219/osf.io/bsnh7
Autor:
PierGianLuca Porta Mana
The idea of writing a table of probabilistic data for a quantum or classical system, and of decomposing this table in a compact way, leads to a shortcut for Hardy's formalism, and gives new perspectives on foundational issues.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a96030d02f431d1b48f4542ef10d0150
https://doi.org/10.31219/osf.io/nz8aw
https://doi.org/10.31219/osf.io/nz8aw
Autor:
PierGianLuca Porta Mana
A case for the teaching of classical thermodynamics with an explicit time variable, with phenomena involving changes in time, is made by presenting and solving a exercise in textbook style, and pointing out that a solution accords with experiment. Th
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a939e3e6c26a9c69e30cd6ac3f3df6b0
https://doi.org/10.31219/osf.io/cu4ad
https://doi.org/10.31219/osf.io/cu4ad
Autor:
PierGianLuca Porta Mana
The consistency of the Shannon entropy, when applied to outcomes of quantum experiments, is analysed. It is shown that the Shannon entropy is fully consistent and its properties are never violated in quantum settings, but attention must be paid to lo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3162494124d0ec4690faadf53d938024
https://doi.org/10.31219/osf.io/usgqw
https://doi.org/10.31219/osf.io/usgqw