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"Maybe a better way to look at it is to see what the normal biological landscape looks like, and see how people who are mutated for autism map onto that". What followed was a complex computational task that corralled proteins into scores of modules tightly bound by their inter-related functions.
A GA with an attached simulator is a long and complex computational task and it requires a prohibitive amount of running time on a single CPU machine.
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Ratner doubts molecules will ever compete directly with silicon in complex computational tasks.
They involve how nerve cells communicate with each other, how they form interactive networks to handle complex computational tasks and how they respond to experience.
A centralized source of information on issues such as dependencies would be a valuable resource to the research community, as complex computational tasks can be a significant barrier for potential users.
Cortica says the tech "was derived from scientific research focused on understanding how neural networks of the human cortex perform complex computational tasks, such as identifying patterns, classifying natural signals and understanding concepts".
Similarly, demonstration that ecosystems exhibit collective adaptive behaviours without being units of selection prompts inquiry as to whether these systems are capable of more complex computational tasks.
Nested sampling promises to ease these complex computational tasks: Recent biological applications include (Aitken and Akman, 2013; Kirk et al., 2013; Pullen and Morris, 2014).
On a more general level, our findings suggest that perhaps the genetic and phenotypic diversity found in many natural populations, along with other potential survival benefits can play an important role in forming a decentralized "social intelligence" capable of solving complex computational tasks in a noisy and unpredictable environment.
The development of artificial neural network (ANN) classifiers was inspired by the brain's natural ability to perform complex computational and classification tasks.
Working out how best to schedule trains across vast, complex networks is a hugely demanding computational task.
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