Henry D. I. Abarbanel

According to our database1, Henry D. I. Abarbanel authored at least 44 papers between 1992 and 2019.

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Bibliography

2019
Machine Learning of Time Series Using Time-Delay Embedding and Precision Annealing.
Neural Comput., 2019

Machine Learning Classification Informed by a Functional Biophysical System.
CoRR, 2019

Precision annealing Monte Carlo methods for statistical data assimilation and machine learning.
CoRR, 2019

Machine Learning of Time Series Using Time-delay Embedding and Precision Annealing.
CoRR, 2019

2018
Machine Learning: Deepest Learning as Statistical Data Assimilation Problems.
Neural Comput., 2018

2017
Assimilation of Biophysical Neuronal Dynamics in Neuromorphic VLSI.
IEEE Trans. Biomed. Circuits Syst., 2017

Machine Learning as Statistical Data Assimilation.
CoRR, 2017

Machine Learning, Deepest Learning: Statistical Data Assimilation Problems.
CoRR, 2017

2016
Nonlinear statistical data assimilation for HVC<sub>RA</sub> neurons in the avian song system.
Biol. Cybern., 2016

Data assimilation of membrane dynamics and channel kinetics with a neuromorphic integrated circuit.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016

2014
Estimating parameters and predicting membrane voltages with conductance-based neuron models.
Biol. Cybern., 2014

Dynamical estimation of neuron and network properties III: network analysis using neuron spike times.
Biol. Cybern., 2014

2012
Dynamic State and Parameter Estimation Applied to Neuromorphic Systems.
Neural Comput., 2012

Dynamical estimation of neuron and network properties II: path integral Monte Carlo methods.
Biol. Cybern., 2012

2011
Data assimilation using a GPU accelerated path integral Monte Carlo approach.
J. Comput. Phys., 2011

Dynamical estimation of neuron and network properties I: variational methods.
Biol. Cybern., 2011

2009
Dynamical State and Parameter Estimation.
SIAM J. Appl. Dyn. Syst., 2009

Chemosensor-Driven Artificial Antennal Lobe Transient Dynamics Enable Fast Recognition and Working Memory.
Neural Comput., 2009

2008
Artificial Olfactory Brain for Mixture Identification.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

2007
Estimating Information Rates with Confidence Intervals in Neural Spike Trains.
Neural Comput., 2007

2005
A network of electronic neural oscillators reproduces the dynamics of the periodically forced pyloric pacemaker group.
IEEE Trans. Biomed. Eng., 2005

Estimating Entropy Rates with Bayesian Confidence Intervals.
Neural Comput., 2005

Self-organization in the olfactory system: one shot odor recognition in insects.
Biol. Cybern., 2005

2004
Learning Classification in the Olfactory System of Insects.
Neural Comput., 2004

Spike timing and synaptic plasticity in the premotor pathway of birdsong.
Biol. Cybern., 2004

Low power real time electronic neuron VLSI design using subthreshold technique.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Neurally-Based Algorithms for Image Processing.
Proceedings of the 33rd Applied Image Pattern Recognition Workshop (AIPR 2004), 2004

2003
Decoding Temporal Information Through Slow Lateral Excitation in the Olfactory System of Insects.
J. Comput. Neurosci., 2003

Dynamical synaptic plasticity: a model and connection to some experiments.
Biol. Cybern., 2003

Biophysical model of synaptic plasticity dynamics.
Biol. Cybern., 2003

2002
Spatio-temporal patterns of network activity in the inferior olive.
Neurocomputing, 2002

Asymmetric Key Encryption using Distributed Chaotic Nonlinear Dynamics.
Proceedings of the IASTED International Conference on Communications, 2002

2001
Regularization mechanisms of spiking-bursting neurons.
Neural Networks, 2001

Dynamics of two electrically coupled chaotic neurons: Experimental observations and model analysis.
Biol. Cybern., 2001

Richer Network Dynamics of Intrinsically Non-regular Neurons Measured through Mutual Information.
Proceedings of the Connectionist Models of Neurons, 2001

2000
Nonlinear Cooperative Dynamics of Living Neurons.
Int. J. Bifurc. Chaos, 2000

Chaotic pulse position modulation: a robust method of communicating with chaos.
IEEE Commun. Lett., 2000

Modeling observed chaotic oscillations in bursting neurons: the role of calcium dynamics and IP<sub>3</sub>.
Biol. Cybern., 2000

1999
Nonlinear Dynamics for Classification of Multiphase Flow Regimes.
Proceedings of the Third ICSC Symposia on Intelligent Industrial Automation (IIA'99) and Soft Computing (SOCO'99), 1999

1998
Nonlinear analysis of epileptic activity in rabbit neocortex.
Biol. Cybern., 1998

1997
Identification and quantification of nonstationary chaotic behavior.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Synchronized Action of Synaptically Coupled Chaotic Model Neurons.
Neural Comput., 1996

1995
Chaotic methods for image processing.
Proceedings of the 1995 International Conference on Acoustics, 1995

1992
Chaotic signals and physical systems.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992


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