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NCA
2006
IEEE
15 years 20 days ago
Evolutionary training of hardware realizable multilayer perceptrons
The use of multilayer perceptrons (MLP) with threshold functions (binary step function activations) greatly reduces the complexity of the hardware implementation of neural networks...
Vassilis P. Plagianakos, George D. Magoulas, Micha...
99
Voted
SIGCSE
2008
ACM
93views Education» more  SIGCSE 2008»
15 years 19 days ago
Struggles of new college graduates in their first software development job
How do new college graduates experience their first software development jobs? In what ways are they prepared by their educational experiences, and in what ways do they struggle t...
Andrew Begel, Beth Simon
119
Voted
RTS
2006
132views more  RTS 2006»
15 years 19 days ago
A framework for modular analysis and exploration of heterogeneous embedded systems
Abstract The increasing complexity of heterogeneous systems-on-chip, SoC, and distributed embedded systems makes system optimization and exploration a challenging task. Ideally, a ...
Arne Hamann, Marek Jersak, Kai Richter, Rolf Ernst
IJON
2007
80views more  IJON 2007»
15 years 19 days ago
Hardware implementation of a novel genetic algorithm
—This paper presents a novel genetic algorithm, termed the Optimum Individual Monogenetic Algorithm (OIMGA) and describes its hardware implementation. As the monogenetic strategy...
Z. Zhu, D. J. Mulvaney, Vassilios A. Chouliaras
TASLP
2008
106views more  TASLP 2008»
15 years 19 days ago
Multipitch Analysis of Polyphonic Music and Speech Signals Using an Auditory Model
A method is described for estimating the fundamental frequencies of several concurrent sounds in polyphonic music and multiple-speaker speech signals. The method consists of a comp...
Anssi Klapuri