Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Emily L. Rounds"'
Publikováno v:
PLoS Computational Biology, Vol 15, Iss 6, p e1006908 (2019)
Supported by recent computational studies, there is increasing evidence that a wide range of neuronal responses can be understood as an emergent property of nonnegative sparse coding (NSC), an efficient population coding scheme based on dimensionalit
Externí odkaz:
https://doaj.org/article/e1b08e98ae374b3dab1cd9ff3372cc28
Autor:
Nikil Dutt, Jinwei Xing, Michael Beyeler, Jeffrey L. Krichmar, Stanislav Listopad, Emily L. Rounds, Ting-Shuo Chou, Hirak J. Kashyap
Publikováno v:
IJCNN
Large-scale spiking neural network (SNN) simulations are challenging to implement, due to the memory and computation required to iteratively process the large set of neural state dynamics and updates. To meet these challenges, we have developed CARLs
Publikováno v:
Behavioral neuroscience. 132(5)
Retrosplenial cortex (RSC) is an association cortex supporting spatial navigation and memory. However, critical issues remain concerning the forms by which its ensemble spiking patterns register spatial relationships that are difficult for experiment
Supported by recent computational studies, sparse coding and dimensionality reduction are emerging as a ubiquitous coding strategy across brain regions and modalities, allowing neurons to achieve nonnegative sparse coding (NSC) by efficiently encodin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c6c78deb579365a1ee99098fdee09ee4
Autor:
Emily L. Rounds, Kenneth de Jong, Douglas A. Nitz, Jeffrey L. Krichmar, Eric O. Scott, Andrew S. Alexander
Publikováno v:
Parallel Problem Solving from Nature – PPSN XIV ISBN: 9783319458229
PPSN
PPSN
Here we present a framework for the automatic tuning of spiking neural networks (SNNs) that utilizes an evolutionary algorithm featuring indirect encoding to achieve a drastic reduction in the dimensionality of the parameter space, combined with a GP
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::47eb7d621a52a798a295d4663e8063ae
https://doi.org/10.1007/978-3-319-45823-6_50
https://doi.org/10.1007/978-3-319-45823-6_50