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» The Structure of Sparse Resultant Matrices
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ISCAS
2006
IEEE
80views Hardware» more  ISCAS 2006»
14 years 2 months ago
A fast state-space algorithm to estimate harmonic distortion in fully differential weakly nonlinear Gm-C filters
In this paper, we present a fast algorithm to derive the iiiharmonic distortion in fully balanced Gm- C filters. It is based on Vi i state-space modeling and decomposition of the f...
Zhaonian Zhang, Abdullah Celik, Paul Sotiriadis
ICCAD
2009
IEEE
133views Hardware» more  ICCAD 2009»
13 years 6 months ago
A parallel preconditioning strategy for efficient transistor-level circuit simulation
A parallel computing approach for large-scale SPICE-accurate circuit simulation is described that is based on a new preconditioned iterative solver. The preconditioner involves the...
Heidi Thornquist, Eric R. Keiter, Robert J. Hoekst...
ICASSP
2008
IEEE
14 years 3 months ago
Unsupervised learning of auditory filter banks using non-negative matrix factorisation
Non-negative matrix factorisation (NMF) is an unsupervised learning technique that decomposes a non-negative data matrix into a product of two lower rank non-negative matrices. Th...
Alexander Bertrand, Kris Demuynck, Veronique Stout...
ICANNGA
2007
Springer
191views Algorithms» more  ICANNGA 2007»
14 years 2 months ago
Novel Multi-layer Non-negative Tensor Factorization with Sparsity Constraints
In this paper we present a new method of 3D non-negative tensor factorization (NTF) that is robust in the presence of noise and has many potential applications, including multi-way...
Andrzej Cichocki, Rafal Zdunek, Seungjin Choi, Rob...
JDWM
2007
140views more  JDWM 2007»
13 years 8 months ago
Multi-Label Classification: An Overview
Nowadays, multi-label classification methods are increasingly required by modern applications, such as protein function classification, music categorization and semantic scene cla...
Grigorios Tsoumakas, Ioannis Katakis