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PACT
2005
Springer
14 years 1 months ago
Parallel Implementation of Back-Propagation Neural Network Software on SMP Computers
Abstract. Experiments of neural network training procedure parallelization are conducted. Several styles of parallelization are described and compared, estimations of neural networ...
Victor G. Tsaregorodtsev
ISLPED
2007
ACM
101views Hardware» more  ISLPED 2007»
13 years 9 months ago
Power-aware operand delivery
Based on operand delivery, existing microprocessors can be categorized into architected register file (ARF) or physical register file (PRF) machines, both with or without payload ...
Erika Gunadi, Mikko H. Lipasti
CASES
2000
ACM
13 years 11 months ago
Flexible instruction processors
This paper introduces the notion of a Flexible Instruction Processor (FIP) for systematic customisation of instruction processor design and implementation. The features of our app...
Shay Ping Seng, Wayne Luk, Peter Y. K. Cheung
ICML
2009
IEEE
14 years 8 months ago
Learning non-redundant codebooks for classifying complex objects
Codebook-based representations are widely employed in the classification of complex objects such as images and documents. Most previous codebook-based methods construct a single c...
Wei Zhang, Akshat Surve, Xiaoli Fern, Thomas G. Di...
ECML
2006
Springer
13 years 9 months ago
Distributional Features for Text Categorization
Abstract-- Text categorization is the task of assigning predefined categories to natural language text. With the widely used `bag of words' representation, previous researches...
Xiao-Bing Xue, Zhi-Hua Zhou