2000
Identification of hidden Markov models for ion channel currents .III. Bandlimited, sampled data
Venkataramanan L, Kuc R, Sigworth F. Identification of hidden Markov models for ion channel currents .III. Bandlimited, sampled data. IEEE Transactions On Signal Processing 2000, 48: 376-385. DOI: 10.1109/78.823965.Peer-Reviewed Original Research
1998
Identification of hidden Markov models for ion channel currents. I. Colored background noise
Venkataramanan L, Walsh J, Kuc R, Sigworth F. Identification of hidden Markov models for ion channel currents. I. Colored background noise. IEEE Transactions On Signal Processing 1998, 46: 1901-1915. DOI: 10.1109/78.700963.Peer-Reviewed Original ResearchBaum-Welch algorithmMarkov schemeMarkov processMarkov modelIon channel kineticsColored background noiseUnbiased estimatesHMM parametersBiased estimatesSignal processingHMM approachAlgorithmTraditional algorithmsNoiseNoise ratioIon channel currentsSingle ion channel currentsConventional analysisBackground noiseCurrentParametersEstimatesModelEstimationScheme