Modeling single-neuron dynamics and computations: a balance of detail and abstraction

AVM Herz, T Gollisch, CK Machens, D Jaeger - science, 2006 - science.org
The fundamental building block of every nervous system is the single neuron.
Understanding how these exquisitely structured elements operate is an integral part of the …

A large-scale model of the functioning brain

C Eliasmith, TC Stewart, X Choo, T Bekolay, T DeWolf… - science, 2012 - science.org
A central challenge for cognitive and systems neuroscience is to relate the incredibly
complex behavior of animals to the equally complex activity of their brains. Recently …

Linking brain structure, activity, and cognitive function through computation

K Amunts, J DeFelipe, C Pennartz, A Destexhe… - Eneuro, 2022 - eneuro.org
Understanding the human brain is a “Grand Challenge” for 21st century research.
Computational approaches enable large and complex datasets to be addressed efficiently …

[图书][B] Models of the mind: how physics, engineering and mathematics have shaped our understanding of the brain

G Lindsay - 2021 - books.google.com
The human brain is made up of 85 billion neurons, which are connected by over 100 trillion
synapses. For more than a century, a diverse array of researchers searched for a language …

[图书][B] 20 years of computational neuroscience

JM Bower - 2013 - Springer
National Institutes of Health (NIH) Director Dr. Francis Collins was interviewed by Charlie
Rose in 2010, where he remarked “Computational biologists will be the 'breakthrough'artists …

[图书][B] The computational brain

PS Churchland, TJ Sejnowski - 1992 - books.google.com
Churchland and Sejnowski address the foundational ideas of the emerging field of
computational neuroscience, examine a diverse range of neural network models, and …

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 …

Why are computational neuroscience and systems biology so separate?

E De Schutter - PLoS computational biology, 2008 - journals.plos.org
Despite similar computational approaches, there is surprisingly little interaction between the
computational neuroscience and the systems biology research communities. In this review I …

iqr: A Tool for the Construction of Multi-level Simulations of Brain and Behaviour

U Bernardet, PFMJ Verschure - Neuroinformatics, 2010 - Springer
The brain is the most complex system we know of. Despite the wealth of data available in
neuroscience, our understanding of this system is still very limited. Here we argue that an …

A world survey of artificial brain projects, Part I: Large-scale brain simulations

H De Garis, C Shuo, B Goertzel, L Ruiting - Neurocomputing, 2010 - Elsevier
Driven by rapid ongoing advances in computer hardware, neuroscience and computer
science, Artificial Brain research and development are blossoming. This article constitutes …