David Horn

Orcid: 0000-0003-2708-186X

According to our database1, David Horn authored at least 73 papers between 1983 and 2022.

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Bibliography

2022
Deep Learning Study of an Electromagnetic Calorimeter.
Algorithms, 2022

2018
The Weight-Shape decomposition of density estimates: A framework for clustering and image analysis algorithms.
Pattern Recognit., 2018

2013
Systematic Analysis of Compositional Order of Proteins Reveals New Characteristics of Biological Functions and a Universal Correlate of Macroevolution.
PLoS Comput. Biol., 2013

Analyzing Big Data with Dynamic Quantum Clustering.
CoRR, 2013

2012
Large Ensemble Averaging.
Proceedings of the Neural Networks: Tricks of the Trade - Second Edition, 2012

2010
Deriving enzymatic and taxonomic signatures of metagenomes from short read data.
BMC Bioinform., 2010

UFFizi: a generic platform for ranking informative features.
BMC Bioinform., 2010

Genomic DNA <i>k</i>-mer Spectra: Models and Modalities.
Proceedings of the Research in Computational Molecular Biology, 2010

2009
Dynamic quantum clustering: a method for visual exploration of structures in data
CoRR, 2009

Data mining of enzymes using specific peptides.
BMC Bioinform., 2009

2008
Syntactic structures in languages and biology.
Cogn. Process., 2008

2007
Functional Representation of Enzymes by Specific Peptides.
PLoS Comput. Biol., 2007

Unsupervised feature selection under perturbations: meeting the challenges of biological data.
Bioinform., 2007

Nucleotide variation of regulatory motifs may lead to distinct expression patterns.
Proceedings of the Proceedings 15th International Conference on Intelligent Systems for Molecular Biology (ISMB) & 6th European Conference on Computational Biology (ECCB), 2007

Clustering Algorithms Optimizer: A Framework for Large Datasets.
Proceedings of the Bioinformatics Research and Applications, Third International Symposium, 2007

2006
Spatiotemporal clustering of synchronized bursting events in neuronal networks.
Neurocomputing, 2006

Novel Unsupervised Feature Filtering of Biological Data.
Proceedings of the Proceedings 14th International Conference on Intelligent Systems for Molecular Biology 2006, 2006

2005
Unsupervised learning of natural languages.
Proc. Natl. Acad. Sci. USA, 2005

Memory Capacity of Balanced Networks.
Neural Comput., 2005

The inertial-DNF model: spatiotemporal coding on two time scales.
Neurocomputing, 2005

In vitro neuronal networks: evidence for synaptic plasticity.
Neurocomputing, 2005

COMPACT: A Comparative Package for Clustering Assessment.
Proceedings of the Parallel and Distributed Processing and Applications, 2005

Can Dynamic Neural Filters Produce Pseudo-Random Sequences?.
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

Motif Extraction and Protein Classification.
Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference, 2005

2004
Dynamic proximity of spatio-temporal sequences.
IEEE Trans. Neural Networks, 2004

Modeling of Synchronized Bursting Events: The Importance of Inhomogeneity.
Neural Comput., 2004

Neural modeling of synchronized bursting events.
Neurocomputing, 2004

Analysis of spatiotemporal patterns in a model of olfaction.
Neurocomputing, 2004

Synfire waves in small balanced networks.
Neurocomputing, 2004

2003
The Dynamic Neural Filter: A Binary Model of Spatiotemporal Coding.
Neural Comput., 2003

On Embedding Synfire Chains in a Balanced Network.
Neural Comput., 2003

Modeling neural spatiotemporal behavior.
Neurocomputing, 2003

Novel Clustering Algorithm for Microarray Expression Data in A Truncated SVD Space.
Bioinform., 2003

Unsupervised Context Sensitive Language Acquisition from a Large Corpus.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

The Doubly Balanced Network of Spiking Neurons: A Memory Model with High Capacity.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

2002
Synfire chain in a balanced network.
Neurocomputing, 2002

Automatic Acquisition and Efficient Representation of Syntactic Structures.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

2001
Distributed synchrony in a cell assembly of spiking neurons.
Neural Networks, 2001

Support Vector Clustering.
J. Mach. Learn. Res., 2001

Temporal coding in an olfactory oscillatory model.
Neurocomputing, 2001

The Method of Quantum Clustering.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

2000
Complex dynamics of neuronal thresholds.
Neurocomputing, 2000

Distributed synchrony in an attractor of spiking neurons.
Neurocomputing, 2000

A Support Vector Method for Clustering.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000

A Support Vector Clustering Method.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Associative Memory in a Multimodular Network.
Neural Comput., 1999

The importance of nonlinear dendritic processing in multimodular memory networks.
Neurocomputing, 1999

Distributed Synchrony of Spiking Neurons in a Hebbian Cell Assembly.
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

1998
Probability Density Estimation Using Entropy Maximization.
Neural Comput., 1998

Memory Maintenance via Neuronal Regulation.
Neural Comput., 1998

Fast Temporal Encoding and Decoding with Spiking Neurons.
Neural Comput., 1998

Associative Memory and Segmentation in an Oscillatory Neural Model of the Olfactory Bulb.
J. Comput. Neurosci., 1998

Vertex Identification in High Energy Physics Experiments.
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

Maximum entropy approach to probability density estimation.
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1998

1997
Solitary Waves of Integrate-and-Fire Neural Fields.
Neural Comput., 1997

The Role of Inhibition in an Associative Memory Model of the Olfactory Bulb.
J. Comput. Neurosci., 1997

Book Review: "How we Learn; How we Remember; Toward an Understanding of Brain and Neural Systems", by Leon N. Cooper.
Int. J. Neural Syst., 1997

Multi-modular Associative Memory.
Proceedings of the Advances in Neural Information Processing Systems 10, 1997

1996
Temporal segmentation in a neural dynamic system.
Neural Comput., 1996

Neuronal-Based Synaptic Compensation: A Computational Study in Alzheimer's Disease.
Neural Comput., 1996

The Importance of Noise for Segmentation and Binding in Dynamical Neural Systems.
Int. J. Neural Syst., 1996

Large Ensemble Averaging.
Proceedings of the Neural Networks: Tricks of the Trade, 1996

An Orientation Selective Neural Network for Pattern Identification in Particle Detectors.
Proceedings of the Advances in Neural Information Processing Systems 9, 1996

1995
Compensatory mechanisms in an attractor neural network model of schizophrenia.
Neural Comput., 1995

1994
A Neural Model of Delusions and Hallucinations in Schizophrenia.
Proceedings of the Advances in Neural Information Processing Systems 7, 1994

Averaged and decorrelated neural networks as a time-series predictor.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

1993
Neural Network Modeling of Memory Deterioration in Alzheimer's Disease.
Neural Comput., 1993

Combined Neural Networks for Time Series Analysis.
Proceedings of the Advances in Neural Information Processing Systems 6, 1993

1992
Learning the Rule of a Time Series.
Int. J. Neural Syst., 1992

1991
Chaotic Behavior of A Neural Network with Dynamical Thresholds.
Int. J. Neural Syst., 1991

Oscillatory Model of Short Term Memory.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991

1990
Excitatory-Inhibitory Networks with Dynamical Thresholds.
Int. J. Neural Syst., 1990

1983
Time Diversity with Adaptive Error Detection to Combat Rayleigh Fading in Digital Mobile Radio.
IEEE Trans. Commun., 1983


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