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» Binary Sparse Coding
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ICA
2010
Springer
9 years 11 months ago
Binary Sparse Coding
We study a sparse coding learning algorithm that allows for a simultaneous learning of the data sparseness and the basis functions. The algorithm is derived based on a generative m...
Marc Henniges, Gervasio Puertas, Jörg Bornsch...
TSP
2016
74views more  TSP 2016»
4 years 6 months ago
Binary Sparse Coding of Convolutive Mixtures for Sound Localization and Separation via Spatialization
—We propose a sparse coding approach to address the problem of source-sensor localization and speech reconstruction. This approach relies on designing a dictionary of spatialized...
Afsaneh Asaei, Mohammad Javad Taghizadeh, Saeid Ha...
RECONFIG
2015
IEEE
27views VLSI» more  RECONFIG 2015»
4 years 6 months ago
A sparse VLIW instruction encoding scheme compatible with generic binaries
—Very Long Instruction Word (VLIW) processors are commonplace in embedded systems due to their inherent lowpower consumption as the instruction scheduling is performed by the com...
Anthony Brandon, Joost Hoozemans, Jeroen van Strat...
IJCNN
2006
IEEE
10 years 4 months ago
SOM-Based Sparse Binary Encoding for AURA Classifier
—The AURA k-Nearest Neighbour classifier associates binary input and output vectors, forming a compact binary Correlation Matrix Memory (CMM). For a new input vector, matching ve...
Simon O'Keefe
NN
2011
Springer
348views Neural Networks» more  NN 2011»
9 years 5 months ago
Tree-like hierarchical associative memory structures
In this letter we explore an alternative structural representation for Steinbuch-type binary associative memories. These networks offer very generous storage capacities (both asy...
João Sacramento, Andreas Wichert
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