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ICASSP
2011
IEEE
14 years 9 months ago
Arccosine kernels: Acoustic modeling with infinite neural networks
Neural networks are a useful alternative to Gaussian mixture models for acoustic modeling; however, training multilayer networks involves a difficult, nonconvex optimization that...
Chih-Chieh Cheng, Brian Kingsbury
NCA
2008
IEEE
15 years 5 months ago
Neurodynamic programming: a case study of the traveling salesman problem
The paper focuses on the study of solving the large-scale traveling salesman problem (TSP) based on neurodynamic programming. From this perspective, two methods, temporal differenc...
Jia Ma, Tao Yang, Zeng-Guang Hou, Min Tan, Derong ...
CG
2000
Springer
15 years 5 months ago
Drawing on the Back of an Envelope: a framework for interacting with application programs by freehand drawing
The Back of an Envelope project demonstrates how a calligraphic interface (one that employs a pen or stylus to input freehand drawing marks) can be used in a wide variety of domai...
Mark D. Gross, Ellen Yi-Luen Do
MOC
2000
69views more  MOC 2000»
15 years 5 months ago
Evaluating higher derivative tensors by forward propagation of univariate Taylor series
This article considers the problem of evaluating all pure and mixed partial derivatives of some vector function defined by an evaluation procedure. The natural approach to evaluati...
Andreas Griewank, Jean Utke, Andrea Walther
ISAAC
2009
Springer
98views Algorithms» more  ISAAC 2009»
16 years 14 days ago
On the Tightness of the Buhrman-Cleve-Wigderson Simulation
Abstract. Buhrman, Cleve and Wigderson gave a general communication protocol for block-composed functions f(g1(x1 , y1 ), · · · , gn(xn , yn )) by simulating a decision tree com...
Shengyu Zhang