# Akira Hirose

According to our database

Collaborative distances:

^{1}, Akira Hirose authored at least 177 papers between 1993 and 2020.Collaborative distances:

## Awards

## IEEE Fellow

IEEE Fellow 2013, "For contributions to theory and radar applications of complex-valued neural networks".

## Timeline

#### Legend:

Book In proceedings Article PhD thesis Other## Links

#### On csauthors.net:

## Bibliography

2020

Spatially Arranged Sparse Recurrent Neural Networks for Energy Efficient Associative Memory.

IEEE Trans. Neural Netw. Learning Syst., 2020

Adaptive Subsurface 3-D Imaging Based on Peak Phase-Retrieval and Complex-Valued Self-Organizing Map.

IEEE Geosci. Remote Sensing Lett., 2020

2019

Editorial: Booming of Neural Networks and Learning Systems.

IEEE Trans. Neural Netw. Learning Syst., 2019

Land Form Classification and Similar Land-Shape Discovery by Using Complex-Valued Convolutional Neural Networks.

IEEE Trans. Geoscience and Remote Sensing, 2019

Degree of Polarization-Based Data Filter for Fully Polarimetric Synthetic Aperture Radar.

IEEE Trans. Geoscience and Remote Sensing, 2019

Phasor Quaternion Neural Networks for Singular Point Compensation in Polarimetric-Interferometric Synthetic Aperture Radar.

IEEE Trans. Geoscience and Remote Sensing, 2019

Unsupervised Hierarchical Land Classification Using Self-Organizing Feature Codebook for Decimeter-Resolution PolSAR.

IEEE Trans. Geoscience and Remote Sensing, 2019

Millimeter-Wave Adaptive Glucose Concentration Estimation With Complex-Valued Neural Networks.

IEEE Trans. Biomed. Engineering, 2019

Recent advances in physical reservoir computing: A review.

Neural Networks, 2019

Foreword.

IEICE Transactions, 2019

In a Spin-Wave Reservoir for Machine Learning.

Proceedings of the International Joint Conference on Neural Networks, 2019

Target Clustering in Three-Dimensional Ground Penetrating Radar Based on Time-Domain Phase Information and Complex-Valued Self-Organizing Map.

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Enhancement of Polarization Mechanism in Pixel-By-Pixel Phase Optimization in Polinsar.

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Proposal of Adaptive Search-and-Rescue Radar System with online Complex-Valued Frequency-Domain Independent Component Analysis.

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Proposal Of Three-Port Dielectric Waveguide Probes For Human Blood Glucose Monitoring.

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Dependence of Polarimetric Characteristics on Sar Resolutions: Experimental Analysis.

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Application Identification of Network Traffic by Reservoir Computing.

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Proposal of Online Regularization for Dynamical Structure Optimization in Complex-Valued Neural Networks.

Proceedings of the Neural Information Processing - 26th International Conference, 2019

2018

Pixel-by-Pixel Scattering Mechanism Vector Optimization in High-Resolution PolInSAR.

IEEE Trans. Geoscience and Remote Sensing, 2018

Unsupervised Fine Land Classification Using Quaternion Autoencoder-Based Polarization Feature Extraction and Self-Organizing Mapping.

IEEE Trans. Geoscience and Remote Sensing, 2018

Experimental Analysis on the Mechanisms of Singular Point Generation in InSAR by Employing Scaled Optical Interferometry.

IEEE Trans. Geoscience and Remote Sensing, 2018

Direction-of-Arrival Estimation of Ultra-Wideband Signals in Narrowband Interference Environment Based on Power Inversion and Complex-Valued Neural Networks.

Neural Processing Letters, 2018

Isotropization of Quaternion-Neural-Network-Based PolSAR Adaptive Land Classification in Poincare-Sphere Parameter Space.

IEEE Geosci. Remote Sensing Lett., 2018

Foreword.

IEICE Transactions, 2018

Development of Complex-Valued Self-Organizing-Map Landmine Visualization System Equipped with Moving One-Dimensional Array Antenna.

IEICE Transactions, 2018

Reservoir Computing With Spin Waves Excited in a Garnet Film.

IEEE Access, 2018

Performance of entire-spectrum-processing complex-valued neural-network filter to generate digital elevation model in interferometric radar.

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Proposal of Singular-Unit Compensation in Polarimetric-Interferometric Synthetic Aperture Radar by Phasor-Quaternion Neural Networks.

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

L-Band SAR Interferometric Analysis for Flood Detection in Urban Area - a Case Study in 2015 Joso Flood, Japan.

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Profiles of RFI in Alos-2 Images - A Case Study in Tokyo Bay, Japan.

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Codebook-Based Hierarchical Polarization Feature for Unsupervised Fine Land Classification Using High-Resolution PolSAR Data.

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Polarization Feature Extraction Using Quaternion Neural Networks for Flexible Unsupervised Polsar Land Classification.

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Proposal of Millimeter-Wave Adaptive Glucose-Concentration Estimation System Using Complex-Valued Neural Networks.

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Dimensionality Reduction by Reservoir Computing and Its Application to IoT Edge Computing.

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Proposal of Complex-Valued Convolutional Neural Networks for Similar Land-Shape Discovery in Interferometric Synthetic Aperture Radar.

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Proposal of Carrier-Wave Reservoir Computing.

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Complex-Valued and Quaternion Neural Networks to Deal with Complex Amplitude and Polarization: Their Strength in Electronics.

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

Singularity-spreading phase unwrapping: Its basic idea and the influence of time and space discreteness on the dynamics.

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

2017

Singular Unit Restoration in InSAR Using Complex-Valued Neural Networks in the Spectral Domain.

IEEE Trans. Geoscience and Remote Sensing, 2017

Adaptive land classification and new class generation by unsupervised double-stage learning in Poincare sphere space for polarimetric synthetic aperture radars.

Neurocomputing, 2017

T-Shaped Probe Waveguide Antenna: A Wideband Reconfigurable Circular-Polarized Single-Port Antenna.

IEICE Transactions, 2017

Performance Dependence on System Parameters in Millimeter-Wave Active Imaging Based on Complex-Valued Neural Networks to Classify Complex Texture.

IEEE Access, 2017

Proposal of pixel-by-pixel optimization of scattering mechanism vectors in PolInSAR to generate accurate digital elevation model.

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Combination use of multiple window sizes for stokes vector based polsar data interpretation.

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Simulation Study of Physical Reservoir Computing by Nonlinear Deterministic Time Series Analysis.

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Waveform Classification by Memristive Reservoir Computing.

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Complex-Valued Neural Networks for Wave-Based Realization of Reservoir Computing.

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Improvement of Texture Clustering Performance in Complex-Valued SOM by Using Complex-Valued Auto-encoder for Millimeter-Wave Coherent Imaging.

Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016

PolSAR Wet Snow Mapping With Incidence Angle Information.

IEEE Geosci. Remote Sensing Lett., 2016

Narrowband Interference Mitigation in UWB Systems Utilizing Frequency Dependence of Null Formation in Array Antennas.

IEEE Access, 2016

Proposal of polarization state prediction using quaternion neural networks for fading channel prediction in mobile communications.

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Proposal of wet snowmapping with focus on incident angle influential to depolarization of surface scattering.

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Proposal of adaptive land classification using quaternion neural network with isotropic activation function.

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Proposal of singular-point-removing filters with strong nonlinearity in spectral domain.

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Dynamics of Reservoir Computing at the Edge of Stability.

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Exploiting Heterogeneous Units for Reservoir Computing with Simple Architecture.

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Photonic Reservoir Computing Based on Laser Dynamics with External Feedback.

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Computational Performance of Echo State Networks with Dynamic Synapses.

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

High Precision Direction-of-Arrival Estimation for Wideband Signals in Environment with Interference Based on Complex-Valued Neural Networks.

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Proposal of Singular-Unit Restoration by Focusing on the Spatial Continuity of Topographical Statistics in Spectral Domain.

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Proposal of a Human Heartbeat Detection/Monitoring System Employing Chirp Z-Transform and Time-Sequential Neural Prediction.

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2015

Averaged Stokes Vector Based Polarimetric SAR Data Interpretation.

IEEE Trans. Geoscience and Remote Sensing, 2015

Anisotropic Phase Unwrapping for Synthetic Aperture Radar Interferometry.

IEEE Trans. Geoscience and Remote Sensing, 2015

InSAR Image Regularization and DEM Error Correction With Fractal Surface Scattering Model.

IEEE Trans. Geoscience and Remote Sensing, 2015

Distortion Reduction in Singularity-Spreading Phase Unwrapping With Pseudo-Continuous Spreading and Self-Clustering Active Localization.

IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2015

Foreword to the Special Issue on Advances in SAR and Radar Technology.

IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2015

Effect of coordinate rotation on stokes vector based polarimetric SAR data interpretation.

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Experimental analysis of singular point generation mechanisms in interferometric SAR using optics: The possibility of singular point generation by interference in a single pixel.

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Unsupervised Land Classification by Self-organizing Map Utilizing the Ensemble Variance Information in Satellite-Borne Polarimetric Synthetic Aperture Radar.

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Proposal of Channel Prediction by Complex-Valued Neural Networks that Deals with Polarization as a Transverse Wave Entity.

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

2014

Ultrawideband Direction-of-Arrival Estimation Using Complex-Valued Spatiotemporal Neural Networks.

IEEE Trans. Neural Netw. Learning Syst., 2014

Guest Editorial Special Issue on Complex- and Hypercomplex-Valued Neural Networks.

IEEE Trans. Neural Netw. Learning Syst., 2014

Fading Channel Prediction Based on Combination of Complex-Valued Neural Networks and Chirp Z-Transform.

IEEE Trans. Neural Netw. Learning Syst., 2014

Quaternion Neural-Network-Based PolSAR Land Classification in Poincare-Sphere-Parameter Space.

IEEE Trans. Geoscience and Remote Sensing, 2014

Millimeter-wave security imaging using complex-valued self-organizing map for visualization of moving targets.

Neurocomputing, 2014

Circular property of complex-valued correlation learning in CMRF-based filtering for synthetic aperture radar interferometry.

Neurocomputing, 2014

Ultra-short-pulse acoustic imaging using complex-valued spatio-temporal neural-network for null-steering: Experimental results.

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Considerations on C/T matrix-based polsar land classification and explorations on stokes vector-based method.

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Changes of dominant scatterers and propagation paths as a possible origin of singular points in radar interferometry: Experimental analysis.

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Complex-Valued Neural Networks - Recent Progress and Future Directions (Invited Paper).

Proceedings of the Neural Information Processing - 21st International Conference, 2014

Fading Channel Prediction Based on Self-optimizing Neural Networks.

Proceedings of the Neural Information Processing - 21st International Conference, 2014

2013

Local Subpixel Coregistration of Interferometric Synthetic Aperture Radar Images Based on Fractal Models.

IEEE Trans. Geoscience and Remote Sensing, 2013

InSAR Local Co-Registration Method Assisted by Shape-From-Shading.

IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2013

Relationship between phase and amplitude generalization errors in complex- and real-valued feedforward neural networks.

Neural Computing and Applications, 2013

Use of Poincare sphere parameters for fast supervised PolSAR land classification.

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

PHase property in complex-correlation and real-imaginary-correlation filtered SAR interferograms and its influence on DEM quality.

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Proposal of Ultra-Short-Pulse Acoustic Imaging Using Complex-Valued Spatio-temporal Neural-Network Null-Steering.

Proceedings of the Neural Information Processing - 20th International Conference, 2013

2012

Complex-Valued Neural Networks

Studies in Computational Intelligence 400, Springer, ISBN: 978-3-642-27631-6, 2012

Generalization Characteristics of Complex-Valued Feedforward Neural Networks in Relation to Signal Coherence.

IEEE Trans. Neural Netw. Learning Syst., 2012

Landmine visualization system based on multiple complex-valued SOMs to integrate multimodal information.

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Improvement of ALOS interferogram quality by use of the local co-registration method using singular-point and amplitude information.

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

One-Dimensional-Array Millimeter-Wave Imaging of Moving Targets for Security Purpose Based on Complex-Valued Self-Organizing Map (CSOM).

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Early-Vision-Inspired Method to Distinguish between Handwritten and Machine-Printed Character Images Using Hough Transform.

Proceedings of the Neural Information Processing - 19th International Conference, 2012

2011

SPEC Method - A Fine Coregistration Method for SAR Interferometry.

IEEE Trans. Geoscience and Remote Sensing, 2011

Taper-Walled Linearly Tapered Slot Antenna.

IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2011

Circular Property in Complex-Valued Correlation Learning Observed in CMRF-Based Singular Unit Restoration for Phase Unwrapping.

Proceedings of the Intelligent Science and Intelligent Data Engineering, 2011

Local co-registration for distortion reduction in SAR interferogram using amplitude information - combination of SPEC method and shape-from-shading -.

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Comparison of Complex- and Real-Valued Feedforward Neural Networks in Their Generalization Ability.

Proceedings of the Neural Information Processing - 18th International Conference, 2011

Synthesis of two-dimensional fractional brownian motion via circulant embedding.

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010

Blood Vessel Segmentation in Complex-Valued Magnetic Resonance Images with Snake Active Contour Model.

IJEHMC, 2010

Ultrasonic Imaging for Boundary Shape Generation by Phase Unwrapping with Singular-Point Elimination Based on Complex-Valued Markov Random Field Model.

IEICE Transactions, 2010

Adaptive Identification of Landmine Class by Evaluating the Total Degree of Conformity of Ring-CSOM Weights in a Ground Penetrating Radar System.

Austr. J. Intelligent Information Processing Systems, 2010

Complex-valued self-organizing map clustering using complex inner product in active millimeter-wave imaging.

Proceedings of the International Joint Conference on Neural Networks, 2010

Ground Penetrating Radar System with Integration of Mutimodal Information Based on Mutual Information among Multiple Self-Organizing Maps.

Proceedings of the Neural Information Processing. Models and Applications, 2010

Numerical reconstruction of holographic microscopy images based on matching pursuits on a pair of domains.

Proceedings of the International Conference on Image Processing, 2010

Recent Progress in Applications of Complex-Valued Neural Networks.

Proceedings of the Artifical Intelligence and Soft Computing, 2010

2009

Singular Unit Restoration in Interferograms Based on Complex-Valued Markov Random Field Model for Phase Unwrapping.

IEEE Geosci. Remote Sensing Lett., 2009

Search Control Algorithm Based on Random Step Size Hill-Climbing Method for Adaptive PMD Compensation.

IEICE Transactions, 2009

Improvement of Plastic Landmine Visualization Performance by Use of Ring-CSOM and Frequency-Domain Local Correlation.

IEICE Transactions, 2009

Spectral Fluctuation Method: A Texture-Based Method to Extract Text Regions in General Scene Images.

IEICE Transactions, 2009

Complex-valued neural networks: The merits and their origins.

Proceedings of the International Joint Conference on Neural Networks, 2009

Local, Nonlinear Adaptive Co-registration of Master and Slave Interferometric SAR Complex Image Data for High Quality Digital Elevation Map Generation.

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

A Concept Generation Method Based on Mutual Information Quantity among Multiple Self-organizing Maps.

Proceedings of the Neural Information Processing, 16th International Conference, 2009

2008

Multiple-Mode Selection of Walled-LTSA Array Elements for High-Resolution Imaging to Visualize Antipersonnel Plastic Landmines.

IEEE Geosci. Remote Sensing Lett., 2008

Frequency-Multiplexing Ability of Complex-Valued Hebbian Learning in Logic Gates.

Int. J. Neural Syst., 2008

Distinction between handwritten and machine-printed characters with no need to locate character or text line position.

Proceedings of the International Joint Conference on Neural Networks, 2008

An adaptive ground penetrating radar imaging system based on complex-valued self-organizing map - recent progress and experiments in Cambodia -.

Proceedings of the International Joint Conference on Neural Networks, 2008

Singular Unit Restoration Based on Complex-Valued Markov Random Field Model for Insar Interferograms.

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Local-spectrum-based distinction between handwritten and machine-printed characters.

Proceedings of the International Conference on Image Processing, 2008

2007

Singularity-Spreading Phase Unwrapping.

IEEE Trans. Geoscience and Remote Sensing, 2007

Walled LTSA Array for Rapid, High Spatial Resolution, and Phase-Sensitive Imaging to Visualize Plastic Landmines.

IEEE Trans. Geoscience and Remote Sensing, 2007

Self-Organization through Spike-Timing Dependent Plasticity Using localized Synfire-Chain Patterns.

Neural Processing Letters, 2007

Handwritten Character Distinction Method Inspired by Human Vision Mechanism.

Proceedings of the Neural Information Processing, 14th International Conference, 2007

Influence of Neural Delay in Sensorimotor Systems on the Control Performance and Mechanism in Bicycle Riding.

Proceedings of the Neural Information Processing, 14th International Conference, 2007

Error Reduction in Holographic Movies Using a Hybrid Learning Method in Coherent Neural Networks.

Proceedings of the Artificial Neural Networks, 2007

Gyrokinetic simulation of micro-turbulence in magnetically confined plasmas.

Proceedings of the 21st Annual International Symposium on High Performance Computing Systems and Applications (HPCS 2007), 2007

2006

Complex-Valued Neural Networks

Studies in Computational Intelligence 32, Springer, ISBN: 978-3-540-33456-9, 2006

Developmental Learning With Behavioral Mode Tuning by Carrier-Frequency Modulation in Coherent Neural Networks.

IEEE Trans. Neural Networks, 2006

Progressive Transform-Based Phase Unwrapping Utilizing a Recursive Structure.

IEICE Transactions, 2006

Efficient generation of holographic movies with frame interpolation using a coherent neural network.

IEICE Electronic Express, 2006

Snake in Phase Domain: A Method for Boundary Detection of Objects in Phase Images.

Proceedings of the International Joint Conference on Neural Networks, 2006

Holographic Three-Dimensional Movie Generation with Frame Interpolation Using Coherent Neural Networks.

Proceedings of the International Joint Conference on Neural Networks, 2006

Developmental Learning Based on Coherent Neural Networks with Behavioral Mode Tuning by Carrier-Frequency Modulation.

Proceedings of the International Joint Conference on Neural Networks, 2006

Phase Unwrapping with Phase-Singularity Spreading.

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

2005

Fuzzy-logic-based plasma-position controller for STOR-M.

IEEE Trans. Contr. Sys. Techn., 2005

Beamforming of ultra-wideband pulses by a complex-valued spatio-temporal multilayer neural network.

Int. J. Neural Syst., 2005

A Fractal Estimation Method to Reduce the Distortion in Phase Unwrapping Process.

IEICE Transactions, 2005

Adaptive Plastic-Landmine Visualizing Radar System: Effects of Aperture Synthesis and Feature-Vector Dimension Reduction.

IEICE Transactions, 2005

Proposal of bilinear surface compensation of distortion in least-squares phase unwrapping.

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

2004

Plastic mine detecting radar system using complex-valued self-organizing map that deals with multiple-frequency interferometric images.

Neural Networks, 2004

Intelligent beamforming by using a complex-valued neural network.

Journal of Intelligent and Fuzzy Systems, 2004

Analysis of the influence of differences in somatic symmetry and sharpness on the firing rate.

Neurocomputing, 2004

Ultra-wideband Beamforming by Using a Complex-Valued Spatio-temporal Neural Network.

Proceedings of the Neural Information Processing, 11th International Conference, 2004

The Spatiotemporal Dynamics of Intracellular Ion Concentration and Potential.

Proceedings of the Neural Information Processing, 11th International Conference, 2004

Influence of Dendritic Spine Morphology on Spatiotemporal Change of Calcium/Calmoduline-Dependent Protein Kinase Density.

Proceedings of the Neural Information Processing, 11th International Conference, 2004

Mode-Utilizing Developmental Learning Based on Coherent Neural Networks.

Proceedings of the Neural Information Processing, 11th International Conference, 2004

Proposal of the hybrid spectral gradient method to extract character / text regions from general scene images.

Proceedings of the 2004 International Conference on Image Processing, 2004

2003

Predictive self-organizing map for vector quantization of migratory signals and its application to mobile communications.

IEEE Trans. Neural Networks, 2003

Analog recurrent decision circuit with high signal-voltage symmetry and delay-time equality to improve continuous-time convergence performance.

IEEE Trans. Neural Networks, 2003

The influence of neuron shape changes on the firing characteristics.

Neurocomputing, 2003

Pitch-Asynchronous Overlap-Add Waveform-Concatenation Speech Synthesis by Using a Phase-Optimizing Neural Network.

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

Performance of Adaptive Beamforming by Using Complex-Valued Neural Network.

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

Analog continuous-time recurrent decision circuit with high signal-voltage symmetry and delay-time equality.

Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

Recursive transform-based phase unwrapping.

Proceedings of the 2003 International Conference on Image Processing, 2003

Improving phase-unwrapping result of InSAR images by incorporating the fractal model.

Proceedings of the 2003 International Conference on Image Processing, 2003

Adaptive Beamforming by Using Complex-Valued Multi Layer Perceptron.

Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

Phase Singular Points Reduction by a Layered Complex-Valued Neural Network in Combination with Constructive Fourier Synthesis.

Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

Influence of Membrane Warp on Pulse Propagation Time.

Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

2002

Interferometric SAR image restoration using Monte Carlo metropolis method.

IEEE Trans. Signal Processing, 2002

Adaptive noise reduction of InSAR images based on a complex-valued MRF model and its application t o phase unwrapping problem.

IEEE Trans. Geoscience and Remote Sensing, 2002

A quantitative evaluation of the magnetic field generated by a CA3 pyramidal cell at EPSP and action potential stages.

IEEE Trans. Biomed. Engineering, 2002

A quantitative evaluation of dominant membrane potential in generation of magnetic field using a pyramidal cell model at hippocampus CA3.

Neurocomputing, 2002

Spatiotemporal equations expressing microscopic two-dimensional membrane-potential dynamics.

Neurocomputing, 2002

Predictive Self-Organizing Map for Vector Quantization of Migratory Signals.

Proceedings of the Artificial Neural Networks, 2002

2000

Proposal of Complex-Valued Region-Based-Coupling Segmentation Neural Networks and the Application to Radar Imaging Systems.

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999

A microscopic nervecell analysis theory for elucidating membrane potential dynamics using boundary element method.

Neurocomputing, 1999

Proposal of relative-minimization learning for behavior stabilization of complex-valued recurrent neural networks.

Neurocomputing, 1999

1998

Proposal of a Brain-Type System Architecture Based on Self-Organizing Consciousness Using Coherence.

Proceedings of the Fifth International Conference on Neural Information Processing, 1998

1997

Mesoscopic Analysis and Synthesis of Membrane Potential Dynamics Using Two-Dimensional Hodgkin-Huxley Equations.

Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

Experimental analysis of behavior stability in neuron gain domain in recurrent complex-valued neural networks.

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

Two-Dimensional Hodgkin-Huxley Equations for Investigating a Basis of Pulse-Processing Neural Networks.

Proceedings of the Artificial Neural Networks, 1997

1996

Behavior control of coherent-type neural networks by carrier-frequency modulation.

IEEE Trans. Neural Networks, 1996

Proposal of frequency-domain multiplexing in optical neural networks.

Neurocomputing, 1996

1995

Coherent optical neural networks: generalization ability in frequency domain.

Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Proposal of coherent optical neural networks whose behavior is controlled by optical frequency.

Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1994

Fractal variation of attractors in complex-valued neural networks.

Neural Processing Letters, 1994

1993

Motion controls using complex-valued neural networks with feedback loops.

Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993