Yoonsuck Choe

According to our database1, Yoonsuck Choe authored at least 109 papers between 1995 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2019
Differentiable Pruning Method for Neural Networks.
CoRR, 2019

How Compact?: Assessing Compactness of Representations through Layer-Wise Pruning.
CoRR, 2019

Comparing Sample-wise Learnability Across Deep Neural Network Models.
CoRR, 2019

Speeding Up Affordance Learning for Tool Use, Using Proprioceptive and Kinesthetic Inputs.
Proceedings of the International Joint Conference on Neural Networks, 2019

An Attention-aware Bidirectional Multi-residual Recurrent Neural Network (Abmrnn): A Study about Better Short-term Text Classification.
Proceedings of the IEEE International Conference on Acoustics, 2019

Comparing Sample-Wise Learnability across Deep Neural Network Models.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
English Out-of-Vocabulary Lexical Evaluation Task.
CoRR, 2018

Data-Driven Synthetic Cerebrovascular Models For Validation Of Segmentation Algorithms.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Towards An Open-Source Framework For The Analysis Of Cerebrovasculature Structure.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Tracing and analysis of the whole mouse brain vasculature with systematic cleaning to remove and consolidate erroneous images.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Biologically grounded synthetic cerebrovasculature models for validation of segmentation algorithms.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Evaluating deep learning in chum prediction for everything-as-a-service in the cloud.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Emergence of tool construction in an articulated limb controlled by evolved neural circuits.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Dynamic control using feedforward networks with adaptive delay and facilitating neural dynamics.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Explanation of the perceptual oblique effect based on the fidelity of oculomotor control during saccades.
Proceedings of the 2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2017

Mapping the full vascular network in the mouse brain at submicrometer resolution.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Editorial IEEE Transactions on Neural Networks and Learning Systems 2016 and Beyond.
IEEE Trans. Neural Netw. Learning Syst., 2016

Conference Report on 2015 International Joint Conference on Neural Networks (IJCNN 2015) [Conference Reports].
IEEE Comp. Int. Mag., 2016

Automated Reconstruction of Neurovascular Networks in Knife-Edge Scanning Microscope Rat Brain Nissl Data Set.
Proceedings of the Advances in Visual Computing - 12th International Symposium, 2016

Dynamical analysis of recurrent neural circuits in articulated limb controllers for tool use.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Motor-based autonomous grounding in a model of the fly optic flow system.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Analysis of tool use strategies in evolved neural circuits controlling an articulated limb.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Knife-edge scanning microscopy for in silico study of cerebral blood flow: From biological imaging data to flow simulations.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Learning to distinguish cerebral vasculature data from mechanical chatter in India-ink images acquired using knife-edge scanning microscopy.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Fast submicrometer-scale imaging of whole zebrafish using the knife-edge scanning microscope.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Automated neurovascular tracing and analysis of the knife-edge scanning microscope Rat Nissl data set using a computing cluster.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Data-Driven Sales Leads Prediction for Everything-as-a-Service in the Cloud.
Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016

2015
A Digital Liquid State Machine With Biologically Inspired Learning and Its Application to Speech Recognition.
IEEE Trans. Neural Netw. Learning Syst., 2015

Real-time detection of imaging errors in the Knife-Edge Scanning Microscope through change detection.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Extracting Clinical Relations in Electronic Health Records Using Enriched Parse Trees.
Proceedings of the INNS Conference on Big Data 2015, 2015

Emergence of tool use in an articulated limb controlled by evolved neural circuits.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Random-forest-based automated cell detection in Knife-Edge Scanning Microscope rat Nissl data.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Assessing Emotions by Cursor Motions: An Affective Computing Approach.
Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

2014
Reconstruction, Techniques, and Validation.
Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Connectome, Mouse.
Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Physical Sectioning Microscopy.
Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Hebbian Learning.
Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Connectome, General.
Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Computational Neuroanatomy: Overview.
Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Brain Atlases.
Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Anti-Hebbian Learning.
Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Context-sensitive intra-class clustering.
Pattern Recognition Letters, 2014

Predictable internal brain dynamics in EEG and its relation to conscious states.
Front. Neurorobot., 2014

Toward embodied artificial cognition: TIME is on my side.
Front. Neurorobot., 2014

Development of Target Reaching Gesture Map in the Cortex and Its Relation to the Motor Map: A Simulation Study.
Proceedings of the Advances in Self-Organizing Maps and Learning Vector Quantization, 2014

2013
Autonomous and Interactive Improvement of Binocular Visual Depth Estimation through Sensorimotor Interaction.
IEEE Trans. Autonomous Mental Development, 2013

Parameter Learning for Alpha Integration.
Neural Computation, 2013

Scalable, incremental learning with MapReduce parallelization for cell detection in high-resolution 3D microscopy data.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012
Preface to KOCSEA Special Issue.
JCSE, 2012

Directed Exploration in Reinforcement Learning with Transferred Knowledge.
Proceedings of the Tenth European Workshop on Reinforcement Learning, 2012

2011
Emergence of Memory in Reactive Agents Equipped With Environmental Markers.
IEEE Trans. Autonomous Mental Development, 2011

Multiscale Exploration of Mouse Brain Microstructures Using the Knife-Edge Scanning Microscope Brain Atlas.
Front. Neuroinform., 2011

An Interactive Editing Framework for Electron Microscopy Image Segmentation.
Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011

Ground Truth Estimation by Maximizing Topological Agreements in Electron Microscopy Data.
Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011

Fast cell detection in high-throughput imagery using GPU-accelerated machine learning.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Automated cropping and artifact removal for knife-edge scanning microscopy.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Knife-edge scanning microscopy for connectomics research.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Scaling Up Reinforcement Learning through Targeted Exploration.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

Action-Based Autonomous Grounding.
Proceedings of the Lifelong Learning, 2011

2010
Manifold Alpha-Integration.
Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

Predictive internal neural dynamics for delay compensation.
Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010

Electron Microscopy Image Segmentation with Graph Cuts Utilizing Estimated Symmetric Three-Dimensional Shape Prior.
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

Prenatal to postnatal transfer of motor skills through motor-compatible sensory representations.
Proceedings of the 2010 IEEE 9th International Conference on Development and Learning, 2010

Alpha-integration of multiple evidence.
Proceedings of the IEEE International Conference on Acoustics, 2010

Learning alpha-integration with partially-labeled data.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Facilitating neural dynamics for delay compensation: A road to predictive neural dynamics?
Neural Networks, 2009

Self-Organization of Tactile Receptive Fields: Exploring Their Textural Origin and Their Representational Properties.
Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

Cell Tracking and Segmentation in Electron Microscopy Images Using Graph Cuts.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

A Local Maximum Intensity Projection Tracing of Vasculature in Knife-Edge Scanning Microscope Volume Data.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Fast and accurate retinal vasculature tracing and kernel-Isomap-based feature selection.
Proceedings of the International Joint Conference on Neural Networks, 2009

Evolution of recollection and prediction in neural networks.
Proceedings of the International Joint Conference on Neural Networks, 2009

Emergence of Memory-like Behavior in Reactive Agents Using External Markers.
Proceedings of the ICTAI 2009, 2009

Probabilistic Combination of Multiple Evidence.
Proceedings of the Neural Information Processing, 16th International Conference, 2009

3D volume extraction of densely packed cells in EM data stack by forward and backward graph cuts.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Multimedia Signal and Vision Processing, 2009

Tactile or visual?: Stimulus characteristics determine receptive field type in a self-organizing map model of cortical development.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Multimedia Signal and Vision Processing, 2009

2008
Extrapolative Delay Compensation Through Facilitating Synapses and Its Relation to the Flash-Lag Effect.
IEEE Trans. Neural Networks, 2008

Dynamical pathway analysis.
BMC Systems Biology, 2008

Structural systems identification of genetic regulatory networks.
Bioinformatics, 2008

Neural model of disinhibitory interactions in the modified Poggendorff illusion.
Biological Cybernetics, 2008

Stereo Pseudo 3D Rendering for Web-based Display of Scientific Volumetric Data.
Proceedings of the Eurographics / IEEE VGTC Workshop on Volume Graphics 2008, 2008

Automated lateral sectioning for Knife-Edge Scanning Microscopy.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Kernel oriented discriminant analysis for speaker-independent phoneme spaces.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Relative advantage of touch over vision in the exploration of texture.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Effects of Varying the Delay Distribution in Random, Scale-free, and Small-world Networks.
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

Manifold Integration with Markov Random Walks.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Segmentation of textures defined on flat vs. layered surfaces using neural networks: Comparison of 2D vs. 3D representations.
Neurocomputing, 2007

Autonomous Learning of the Semantics of Internal Sensory States Based on Motor Exploration.
I. J. Humanoid Robotics, 2007

Enhanced Facilitatory Neuronal Dynamics for Delay Compensation.
Proceedings of the International Joint Conference on Neural Networks, 2007

Constrained Estimation of Genetic Networks.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2007

2006
A Neural Model of the Scintillating Grid Illusion: Disinhibition and Self-Inhibition in Early Vision.
Neural Computation, 2006

Delay Compensation Through Facilitating Synapses and STDP: A Neural Basis for Orientation Flash-Lag Effect.
Proceedings of the International Joint Conference on Neural Networks, 2006

Facilitating neural dynamics for delay compensation and prediction in evolutionary neural networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Salience in Orientation-Filter Response Measured as Suspicious Coincidence in Natural Images.
Proceedings of the Proceedings, 2006

Motion-Based Autonomous Grounding: Inferring External World Properties from Encoded Internal Sensory States Alone.
Proceedings of the Proceedings, 2006

2005
Computational Maps in the Visual Cortex.
Springer, ISBN: 978-0-387-22024-6, 2005

2004
The role of temporal parameters in a thalamocortical model of analogy.
IEEE Trans. Neural Networks, 2004

Construction of anatomically correct models of mouse brain networks.
Neurocomputing, 2004

Modeling cortical maps with Topographica.
Neurocomputing, 2004

Contour integration and segmentation with self-organized lateral connections.
Biological Cybernetics, 2004

Explaining Low-Level Brightness-Contrast Illusions Using Disinhibition.
Proceedings of the Biologically Inspired Approaches to Advanced Information Technology, 2004

Autonomous Acquisition of the Meaning of Sensory States Through Sensory-Invariance Driven Action.
Proceedings of the Biologically Inspired Approaches to Advanced Information Technology, 2004

2003
The role of postsynaptic potential decay rate in neural synchrony.
Neurocomputing, 2003

Analogical cascade: a theory on the role of the thalamo-cortical loop in brain function.
Neurocomputing, 2003

2000
Effects of presynaptic, postsynaptic resource redistribution in Hebbian weight adaptation.
Neurocomputing, 2000

A Self-Organizing Neural Network for Contour Integration through Synchronized Firing.
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

1998
Self-organization and segmentation in a laterally connected orientation map of spiking neurons.
Neurocomputing, 1998

A Self-Organizing Neural Network Model of the Primary Visual Cortex.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998

1997
Self-Organization and Segmentation with Laterally Connected Spiking Neurons.
Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997

1995
Laterally Interconnected Self-Organizing Maps in Hand-Written Digit Recognition.
Proceedings of the Advances in Neural Information Processing Systems 8, 1995


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