Proto-Plasm : parallel language for adaptive and scalable modelling of biosystems
نویسندگان
چکیده
منابع مشابه
Proto-Plasm: parallel language for adaptive and scalable modelling of biosystems
This paper discusses the design goals and the first developments of PROTO-PLASM, a novel computational environment to produce libraries of executable, combinable and customizable computer models of natural and synthetic biosystems, aiming to provide a supporting framework for predictive understanding of structure and behaviour through multiscale geometric modelling and multiphysics simulations....
متن کاملScalable parallel algorithms for predictive modelling
Data Mining applications have to deal with increasingly large data sets and complexity. Only algorithms which scale linearly with data size are feasible. We present parallel regression algorithms which after a few initial scans of the data compute predictive models for data mining and do not require further access to the data. In addition, we describe various ways of dealing with the complexity...
متن کاملModelling the dynamics of biosystems
The need for a more formal handling of biological information processing with stochastic and mobile process algebras is addressed. Biology can benefit this approach, yielding a better understanding of behavioural properties of cells, and computer science can benefit this approach, obtaining new computational models inspired by nature.
متن کاملAdaptive Statistical Language Modelling
The trigram statistical language model is remarkably successful when used in such applications as speech recognition. However, the trigram model is static in that it only considers the previous two words when making a prediction about a future word. The work presented here attempts to improve upon the trigram model by considering additional contextual and longer distance information. This is fr...
متن کاملModeling Parallel Processes in Biosystems
The problem of building an AI system basing on exhausted symbolic AI paradigm forces to search for a new one in optics and neurophysiology. A pseudooptical neural network approach is considered. Prerequisites of this approach are examined. The model is an artificial network of interfering neurons. Potentials of these neurons change as a result of interference of periodical signals. Modeling of ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences
سال: 2008
ISSN: 1364-503X,1471-2962
DOI: 10.1098/rsta.2008.0076