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» Kernel bandwidth optimization in spike rate estimation
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JCNS
2010
54views more  JCNS 2010»
13 years 3 months ago
Kernel bandwidth optimization in spike rate estimation
Hideaki Shimazaki, Shigeru Shinomoto
NIPS
2007
13 years 6 months ago
Inferring Neural Firing Rates from Spike Trains Using Gaussian Processes
Neural spike trains present challenges to analytical efforts due to their noisy, spiking nature. Many studies of neuroscientific and neural prosthetic importance rely on a smooth...
John P. Cunningham, Byron M. Yu, Krishna V. Shenoy...
CSDA
2006
142views more  CSDA 2006»
13 years 5 months ago
A Bayesian approach to bandwidth selection for multivariate kernel density estimation
: Kernel density estimation for multivariate data is an important technique that has a wide range of applications. However, it has received significantly less attention than its un...
Xibin Zhang, Maxwell L. King, Rob J. Hyndman
NIPS
2004
13 years 6 months ago
A Temporal Kernel-Based Model for Tracking Hand Movements from Neural Activities
We devise and experiment with a dynamical kernel-based system for tracking hand movements from neural activity. The state of the system corresponds to the hand location, velocity,...
Lavi Shpigelman, Koby Crammer, Rony Paz, Eilon Vaa...
ICC
2007
IEEE
13 years 11 months ago
Preventing Bandwidth Abuse at the Router through Sending Rate Estimate-Based Active Queue Management
— We propose a rigorous mathematical interpretation of a novel family of Active Queue Management schemes, called Sending Rate Estimate based Queue Management (SREQM) scheme, that...
Venkatesh Ramaswamy, Leticia Cuellar, Stephan Eide...