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NCA
2002
IEEE
14 years 11 months ago
The Construction of Smooth Models using Irregular Embeddings Determined by a Gamma Test Analysis
One of the key problems in forming a smooth model from input-output data is the determination of which input variables are relevant in predicting a given output. In this paper we ...
Alban P. M. Tsui, Antonia J. Jones, A. Guedes de O...
ML
2002
ACM
129views Machine Learning» more  ML 2002»
14 years 11 months ago
Model Selection for Small Sample Regression
Model selection is an important ingredient of many machine learning algorithms, in particular when the sample size in small, in order to strike the right trade-off between overfitt...
Olivier Chapelle, Vladimir Vapnik, Yoshua Bengio
ACSD
2009
IEEE
136views Hardware» more  ACSD 2009»
15 years 6 months ago
Model Checking Verilog Descriptions of Cell Libraries
We present a formal semantics for a subset of Verilog, commonly used to describe cell libraries, in terms of transition systems. Such transition systems can serve as input to symb...
Matthias Raffelsieper, Jan-Willem Roorda, Mohammad...
ICARCV
2008
IEEE
146views Robotics» more  ICARCV 2008»
15 years 6 months ago
Stabilization of networked multi-input systems with channel resource allocation
—In this paper, we study the problem of stabilizing a linear time-invariant discrete-time system with information constraints in the input channels. The information constraint in...
Guoxiang Gu, Li Qiu
IJCNN
2000
IEEE
15 years 4 months ago
A 2D Neuromorphic VLSI Architecture for Modeling Selective Attention
Selectiveattentionis a mechanismsused to sequentiallyselectthe spatiallocationsof salientregionsin the sensor’sfieldof view. This mechanism overcomesthe problem of flooding limi...
Giacomo Indiveri