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IJCNN
2007
IEEE
15 years 7 months ago
System Identification for the Hodgkin-Huxley Model using Artificial Neural Networks
— A single biological neuron is able to perform complex computations that are highly nonlinear in nature, adaptive, and superior to the perceptron model. A neuron is essentially ...
Manish Saggar, Tekin Meriçli, Sari Andoni, ...
TIP
2002
133views more  TIP 2002»
15 years 14 days ago
A joint inter- and intrascale statistical model for Bayesian wavelet based image denoising
Abstract--This paper presents a new wavelet-based image denoising method, which extends a recently emerged "geometrical" Bayesian framework. The new method combines three...
Aleksandra Pizurica, Wilfried Philips, Ignace Lema...
92
Voted
TVCG
2008
162views more  TVCG 2008»
15 years 22 days ago
3D Modeling of Optically Challenging Objects
We present a system for constructing 3D models of real-world objects with optically challenging surfaces. The system utilizes a new range imaging concept called multipeak range ima...
Johnny Park, Avinash C. Kak
92
Voted
ICML
2007
IEEE
16 years 1 months ago
Kernelizing PLS, degrees of freedom, and efficient model selection
Kernelizing partial least squares (PLS), an algorithm which has been particularly popular in chemometrics, leads to kernel PLS which has several interesting properties, including ...
Mikio L. Braun, Nicole Krämer
88
Voted
DATE
2007
IEEE
96views Hardware» more  DATE 2007»
15 years 7 months ago
Self-heating-aware optimal wire sizing under Elmore delay model
Global interconnect temperature keeps rising in the current and future technologies due to self-heating and the adiabatic property of top metal layers. The thermal e ects impact a...
Min Ni, Seda Ogrenci Memik