Parallel computing for brain simulation

LA Pastur-Romay, AB Porto-Pazos… - Current Topics in …, 2017 - ingentaconnect.com
Background: The human brain is the most complex system in the known universe, it is
therefore one of the greatest mysteries. It provides human beings with extraordinary abilities …

Neural simulations on multi-core architectures

H Eichner, T Klug, A Borst - Frontiers in neuroinformatics, 2009 - frontiersin.org
Neuroscience is witnessing increasing knowledge about the anatomy and
electrophysiological properties of neurons and their connectivity, leading to an ever …

Simulation platform: a test environment of computational models via web

S Usui, T Yamazaki, H Ikeno, Y Okumura… - INCF Congress of …, 2009 - frontiersin.org
The importance of theoretical and computational approaches is rapidly growing in the
neuroscience community. To date, a number of computational models have been …

Neuroscience gateway–cyberinfrastructure providing supercomputing resources for large scale computational neuroscience research

A Majumdar, S Sivagnanam, N Carnevale… - …, 2016 - frontiersin.org
Past few decades have seen tremendous growth in computational neuroscience. This is
reflected in the scientific literature with the emergence of new journals devoted to theoretical …

Simulation neurotechnologies for advancing brain research: parallelizing large networks in NEURON

WW Lytton, AH Seidenstein, S Dura-Bernal… - Neural …, 2016 - ieeexplore.ieee.org
Large multiscale neuronal network simulations are of increasing value as more big data are
gathered about brain wiring and organization under the auspices of a current major …

Computational neuroscience: Trends in research 2004

E De Schutter - 2004 - books.google.com
The CNS meetings bring together computational neuroscientists representing many different
fields and backgrounds as well as many different experimental preparations and theoretical …

Brain computation: a computer science perspective

W Maass, CH Papadimitriou, S Vempala… - Computing and Software …, 2019 - Springer
The brain carries out tasks that are very demanding from a computational perspective,
apparently powered by a mere 20 W. This fact has intrigued computer scientists for many …

Including gap junctions into distributed neuronal network simulations

J Hahne, M Helias, S Kunkel, J Igarashi… - … 2015, Cetraro, Italy, July …, 2016 - Springer
Contemporary simulation technology for neuronal networks enables the simulation of brain-
scale networks using neuron models with a single or a few compartments. However …

[PDF][PDF] A router for massively-parallel neural simulation

J Wu, S Furber - 2010 - apt.cs.manchester.ac.uk
Biological brains are capable of performing many intelligent tasks, such as face recognition,
speech processing and language learning, that conventional computational systems still find …

Simulating artificial neural networks on parallel architectures

NB Serbedzija - Computer, 1996 - ieeexplore.ieee.org
Parallelization is necessary to cope with the high computational and communication
demands of neuroapplications, but general purpose parallel machines soon reach …