Methods and apparatus for iterative nonspecific distributed runtime architecture and its application to cloud intelligence
作者： Gennady Livitz , Massimiliano Versace , Anatoly Gorshechnikov , Heather Ames Versace
DOI:
关键词: Set (abstract data type) 、 Massively parallel 、 Cloud computing 、 Computational science 、 Computer science 、 Models of neural computation 、 Architecture 、 Distributed computing 、 Differential equation 、 Dynamical system (definition) 、 Numerical integration
摘要: The system and methods disclosed herein include a runtime architecture that takes nonspecific set of systems differential equations, distributes them across the network, iteratively integrates through time with possibility to output results on every iteration. Embodiments may be used for neural computation or any other suitable application. can as standalone engine part another computational massively parallel numerical integration data-driven dynamical system.
lens.org 参考文章(137)
Edward H. Adelson, Peter J. Burt, Charles H. Anderson, James R. Bergen, Joan M. Ogden, PYRAMID METHODS IN IMAGE PROCESSING. RCA engineer. ,vol. 29, pp. 33- 41 ,(1984)
Heather Ames, Massimiliano Versace, Anatoli Gorchetchnikov, Benjamin Chandler, Gennady Livitz, Jasmin Léveillé, Ennio Mingolla, Dick Carter, Hisham Abdalla, Greg Snider, Persuading Computers to Act More Like Brains Advances in Neuromorphic Memristor Science and Applications. pp. 37- 61 ,(2012) , 10.1007/978-94-007-4491-2_4
Martin Rumpf, Robert Strzodka, Graphics Processor Units: New Prospects for Parallel Computing Springer, Berlin, Heidelberg. pp. 89- 132 ,(2006) , 10.1007/3-540-31619-1_3
Geoffrey E. Hinton, Ruslan Salakhutdinov, Deep Boltzmann machines international conference on artificial intelligence and statistics. pp. 448- 455 ,(2009)
Jean-Baptiste Passot, Oleg Sinyavskiy, Eugene Izhikevich, Apparatus and methods for online training of robots ,(2013)
Jeffrey Alexander Levin, Charles Wheeler Sweet, Mark S. Caskey, Marius Buibas, Intelligent modular robotic apparatus and methods ,(2013)
Oleg Sinyavskiy, Eugene Izhikevich, Apparatus and methods for implementing event-based updates in spiking neuron networks ,(2012)
John R. Nickolls, Stephen D. Lew, Parallel data processing systems and methods using cooperative thread arrays and thread identifier values to determine processing behavior ,(2005)
Marius Buibas, Botond Szatmary, Vadim Polonichko, Eugene M. Izhikevich, Neural network learning and collaboration apparatus and methods ,(2013)
Juyang Weng, Yuekai Wang, Xiaofeng Wu, Synapse maintenance in the developmental networks ,(2013)