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2020 – today
- 2024
[j105]Raiki Kudo
, Akira Hirose, Ryo Natsuaki:
Removal of Synthetic Aperture Radar Range Ambiguity by Observing Adjacent Regions. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024)- [j104]Akira Hirose, Fang Shang, Yuta Otsuka, Ryo Natsuaki, Yuya Matsumoto, Naoto Usami, Yicheng Song, Haotian Chen:
Quaternion Neural Networks: A physics-incorporated intelligence framework [Hypercomplex Signal and Image Processing]. IEEE Signal Process. Mag. 41(3): 88-100 (2024) - [j103]Gunjan Joshi, Celia A. Baumhoer, Andreas J. Dietz, Ryo Natsuaki, Akira Hirose:
Multisensor Glacier Surface Classification Using Confidence-Aware Explainable Inverse-Mapping Neural Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 17471-17488 (2024) - [j102]Yuta Otsuka, Ryo Natsuaki, Akira Hirose:
Biquaternion Fourier Domain Filter for InSAR Noise Suppression by Enhancing Polarimetric-Interferometric Fringe Patterns. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j101]Haotian Chen, Ryo Natsuaki, Akira Hirose:
Robust Symbol Detection Based on Quaternion Neural Networks in Wireless Polarization-Shift-Keying Communications. IEEE Trans. Neural Networks Learn. Syst. 35(11): 16064-16075 (2024) - [c138]Gunjan Joshi, Ryo Natsuaki, Akira Hirose:
Complex-Valued Neural-Network Inverse Mapping for Explainability in PolSAR/InSAR Applications. IGARSS 2024: 2000-2003 - [c137]Yicheng Song, Ryo Natsuaki, Akira Hirose:
Landmine Detection Based on Riemannian Phasor Quaternion Self-Organizing Map. IGARSS 2024: 6492-6465 - [c136]Yuta Otsuka, Ryo Natsuaki, Akira Hirose:
Polarimetric Goldstein Filter for Interferometric Phase Denoising. IGARSS 2024: 10851-10854 - [c135]Raito Suzuki, Akira Hirose, Ryo Natsuaki:
Optimizing PN-Sequences with Genetic Algorithm for SAR Waveform Diversity. IGARSS 2024: 11161-11164 - [c134]Yu Hashimoto, Ryo Natsuaki, Akira Hirose:
RFI Detection Using Degree of Polarization for Polarimetric Synthetic Aperture Radar. IGARSS 2024: 11482-11485 - [c133]Yuto Wakui, Junya Kato, Ryo Natsuaki, Akira Hirose:
Time-series Forecasting Coding: A New Processing Method Developed from Predictive Coding for Recurrent Neural Networks. IJCNN 2024: 1-8 - [c132]Zhuocheng Yang, Jiaxuan Chen, Akira Hirose:
Nonlinearity Enhancement in Spin-Wave Reservoir Computing with the Utilization of Coexisting Magnetostatic Modes. IJCNN 2024: 1-7 - 2023
- [j100]Toshiyuki Yamane, Akira Hirose, Bert Jan Offrein:
Editorial: Physical neuromorphic computing and its industrial applications. Frontiers Neuroinformatics 17 (2023) - [j99]Tomoya Fukami, Hirobumi Saito, Akira Hirose:
Recursive Probability Mass Function Method to Calculate Probability Distributions of Pulse-Shaped Signals. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 106(10): 1286-1296 (2023) - [j98]Gunjan Joshi, Ryo Natsuaki, Akira Hirose:
Neural Network Fusion Processing and Inverse Mapping to Combine Multisensor Satellite Data and Analyze the Prominent Features. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 2819-2840 (2023) - [j97]Gunjan Joshi, Ryo Natsuaki, Akira Hirose:
Application of Inverse Mapping for Automated Determination of Normalized Indices Useful for Land Surface Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 7804-7818 (2023) - [j96]Yicheng Song, Ryo Natsuaki, Akira Hirose:
Riemannian Quaternion Self-Organizing Map to Overcome Degree-of-Polarization Error in Polarimetric Ground-Penetrating Radar. IEEE Trans. Geosci. Remote. Sens. 61: 1-11 (2023) - [c131]Lena Azuma, Ryo Natsuaki, Akira Hirose:
Skin-Penetrating Interfaces for Millimeter-Wave Non-Invasive Glucose Concentration Estimation: Numerical Analysis. EMBC 2023: 1-4 - [c130]Gunjan Joshi, Ryo Natsuaki, Akira Hirose:
Automated Determination of Normalized Indices Useful for Glacier Surface Classification. IGARSS 2023: 215-218 - [c129]Yuta Otsuka, Ryo Natsuaki, Akira Hirose:
Proposal of Biquaternion Neural Networks for Coherent Processing of Polarization-and-Phase Information in Polsar and Polinsar. IGARSS 2023: 1914-1917 - [c128]Ryuta Imai, Ryo Natsuaki, Akira Hirose:
Estimation of Dielectric Constant Distribution Utilizing Subsurface Objects Based on Radar Image Focusing. IGARSS 2023: 2544-2547 - [c127]Ryuta Imai, Ryo Natsuaki, Akira Hirose:
Target-Phase-Focused Feature Synthesis and Extraction for Weakly Scattering Objects in Ground Penetrating Radar. IGARSS 2023: 4356-4359 - [c126]Bungo Konishi, Akira Hirose, Ryo Natsuaki:
INSAR Phase Filtering By Attention-Based Reservoir Computing For High Reliability. IGARSS 2023: 5198-5201 - [c125]Raito Suzuki, Ryo Natsuaki, Akira Hirose:
Extending Observation Coverage of SAR by Separating Range Ambiguous Signals Using PN-sequences. IGARSS 2023: 8292-8295 - [c124]Yicheng Song, Ryo Natsuaki, Akira Hirose:
Landmine Detection Based on Generalized Riemannian Quaternion Self-Organizing Map. IGARSS 2023: 8307-8310 - [c123]Jiaxuan Chen, Haotian Chen, Ryosho Nakane, Gouhei Tanaka, Akira Hirose:
Time-domain Fading Channel Prediction Based on Spin-wave Reservoir Computing. IJCNN 2023: 1-8 - [c122]Haotian Chen, Ryo Natsuaki, Akira Hirose:
Symbol Detection for Polarization Shift Keying Based on Quaternion Neural Networks. IJCNN 2023: 1-8 - [c121]Haotian Chen, Ryo Natsuaki, Akira Hirose:
Reservoir Computing for Symbol Detection of Optical Wireless Scattering Communications. IJCNN 2023: 1-6 - 2022
- [j95]Haotian Chen, Ryo Natsuaki, Akira Hirose:
Polarization-Aware Prediction of Mobile Radio Wave Propagation Based on Complex-Valued and Quaternion Neural Networks. IEEE Access 10: 66589-66600 (2022) - [j94]Tomoki Kaneko, Hirobumi Saito, Akira Hirose:
SRAM: A Septum-Type Polarizer Design Method Based on Superposed Even- and Odd-Mode Excitation Analysis. IEICE Trans. Electron. 105-C(1): 9-17 (2022) - [j93]Zhiqiang Tong, Ryosho Nakane, Akira Hirose, Gouhei Tanaka:
A Simple Memristive Circuit for Pattern Classification Based on Reservoir Computing. Int. J. Bifurc. Chaos 32(9): 2250141:1-2250141:14 (2022) - [j92]Yuya Matsumoto, Ryo Natsuaki, Akira Hirose:
Full-Learning Rotational Quaternion Convolutional Neural Networks and Confluence of Differently Represented Data for PolSAR Land Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 2914-2928 (2022) - [j91]Ryuta Imai, Yicheng Song, Ryo Natsuaki, Akira Hirose:
Model-Based Homogeneity to Extend Compressed Sensing for Ground Penetrating Radar. IEEE Trans. Geosci. Remote. Sens. 60: 1-10 (2022) - [j90]Yicheng Song, Akira Hirose:
Phasor-Quaternion Self-Organizing-Map-Based Ground Penetrating Radar Systems. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j89]Gouhei Tanaka, Claudio Gallicchio, Alessio Micheli, Juan-Pablo Ortega, Akira Hirose:
Guest Editorial Special Issue on New Frontiers in Extremely Efficient Reservoir Computing. IEEE Trans. Neural Networks Learn. Syst. 33(6): 2571-2574 (2022) - [c120]Ryuta Imai, Yicheng Song, Ryo Natsuaki, Akira Hirose:
Proposal of Detection of Subsurface Objects with Model-Based Homogeneity to Extend Compressed Sensing. IGARSS 2022: 107-110 - [c119]Yuya Matsumoto, Ryo Natsuaki, Akira Hirose:
Proposal of PolSAR Land Classification Using Full-Learning Quaternion Convolutional Neural Networks. IGARSS 2022: 235-238 - [c118]Gunjan Joshi, Ryo Natsuaki, Akira Hirose:
Neural Network Model for Multi-Sensor Fusion and Inverse Mapping Dynamics for the Analysis of Significant Factors. IGARSS 2022: 473-476 - [c117]Ryo Natsuaki, Akira Hirose:
Polarimetric Analysis of RFI in L-Band SAR System. IGARSS 2022: 5145-5148 - [c116]Bungo Konishi, Akira Hirose, Ryo Natsuaki:
InSAR Phase Unwrapping Using Dynamics of Coupled Phase Oscillators of the Kuramoto Model. IGARSS 2022: 7992-7995 - [c115]Haotian Chen, Ryo Natsuaki, Akira Hirose:
Predicting polarization state based on quaternion neural networks to facilitate channel prediction. IJCNN 2022: 1-6 - [c114]Jiaxuan Chen, Ryosho Nakane, Gouhei Tanaka, Akira Hirose:
Proposal of Film-penetrating Transducers for a Spin-wave Reservoir Computing Chip. IJCNN 2022: 1-7 - [c113]Junya Kato, Gouhei Tanaka, Ryosho Nakane, Akira Hirose:
Proposal of Reconstructive Reservoir Computing to Detect Anomaly in Time-series Signals. IJCNN 2022: 1-6 - [i3]Ryosho Nakane, Akira Hirose, Gouhei Tanaka:
Performance enhancement of a spin-wave-based reservoir computing system utilizing different physical conditions. CoRR abs/2209.10123 (2022) - 2021
- [j88]Takehiro Ichimura, Ryosho Nakane, Gouhei Tanaka, Akira Hirose:
A Numerical Exploration of Signal Detector Arrangement in a Spin-Wave Reservoir Computing Device. IEEE Access 9: 72637-72646 (2021) - [j87]Tomoki Kaneko, Noriyuki Kawano, Yuhei Nagao, Keishi Murakami, Hiromi Watanabe, Makoto Mita, Takahisa Tomoda, Keiichi Hirako, Seiko Shirasaka, Shinichi Nakasuka, Hirobumi Saito, Akira Hirose:
2.65Gbps Downlink Communications with Polarization Multiplexing in X-Band for Small Earth Observation Satellite. IEICE Trans. Commun. 104-B(1): 1-12 (2021) - [j86]Bungo Konishi, Akira Hirose, Ryo Natsuaki:
Complex-Valued Reservoir Computing for Interferometric SAR Applications With Low Computational Cost and High Resolution. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 7981-7993 (2021) - [c112]Bungo Konishi, Akira Hirose, Ryo Natsuaki:
Generalization characteristics of complex-valued reservoir computing for interferometric synthetic aperture radar applications. APSIPA ASC 2021: 174-178 - [c111]Akira Hirose, Soshi Shimomura:
Adaptive Subsurface Imaging based on Peak Phase-Profile: The Significance in Separation of Scattering Phase from Propagation Phase. APSIPA ASC 2021: 193-199 - [c110]Yicheng Song, Akira Hirose:
Discussion on the Origin of the Strength of Phasor Quaternion Self-Organizing Map. APSIPA ASC 2021: 200-204 - [c109]Seishiro Goto, Ryo Natsuaki, Akira Hirose:
Proposal of higher-order tensor independent component analysis for signal separation in multiple-input multiple-output respiration/heartbeat remote sensing*. EMBC 2021: 325-328 - [c108]Takehiro Ichimura, Ryosho Nakane, Akira Hirose:
Processing-Response Dependence on the On-Chip Readout Positions in Spin-Wave Reservoir Computing. ICONIP (3) 2021: 296-307 - [c107]Yuya Matsumoto, Ryo Natsuaki, Akira Hirose:
Proposal of PolSAR Land Classification Using Quaternion Convolutional Neural Networks. IGARSS 2021: 403-406 - [c106]Bungo Konishi, Akira Hirose, Ryo Natsuaki:
Proposal of Complex-Valued Reservoir Computing for Topographic Aspect Classification. IGARSS 2021: 1268-1271 - [c105]Yicheng Song, Akira Hirose:
Proposal of a Ground Penetrating Radar System Utilizing Polarization Information by Using Phasor-Quaternion Self-Organizing Map. IGARSS 2021: 8700-8703 - [i2]Takehiro Ichimura, Ryosho Nakane, Gouhei Tanaka, Akira Hirose:
A numerical exploration of signal detector arrangement in a spin-wave reservoir computing device. CoRR abs/2104.14915 (2021) - 2020
- [j85]Tianben Ding, Akira Hirose:
Online Regularization of Complex-Valued Neural Networks for Structure Optimization in Wireless-Communication Channel Prediction. IEEE Access 8: 143706-143722 (2020) - [j84]Akira Hirose, Koichi Hirayama:
Foreword. IEICE Trans. Electron. 103-C(1): 1-2 (2020) - [j83]Soshi Shimomura, Akira Hirose:
Adaptive Subsurface 3-D Imaging Based on Peak Phase-Retrieval and Complex-Valued Self-Organizing Map. IEEE Geosci. Remote. Sens. Lett. 17(1): 52-56 (2020) - [j82]Fang Shang, Xiaoyun Huang, Hai Liu, Akira Hirose:
Data Arrangement With Rotation Transformation for Fully Polarimetric Synthetic Aperture Radar. IEEE Geosci. Remote. Sens. Lett. 17(3): 436-440 (2020) - [j81]Yuta Otsuka, Tomoharu Shimada, Ryo Natsuaki, Akira Hirose:
Consideration on Singular-Point Generating Mechanisms by Analyzing the Effect of Phase-and-Polarization Optimization in PolInSAR. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 1625-1638 (2020) - [j80]Yuya Arima, Akira Hirose:
Millimeter-Wave Coherent Imaging of Moving Targets by Using Complex-Valued Self-Organizing Map and Auto-Encoder. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 1784-1797 (2020) - [j79]Akira Hirose, Irena Hajnsek, Akira Iwasaki, Hiroyoshi Yamada:
Foreword to the Special Issue on the 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2019). IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 6512-6514 (2020) - [j78]Gouhei Tanaka, Ryosho Nakane, Tomoya Takeuchi, Toshiyuki Yamane, Daiju Nakano, Yasunao Katayama, Akira Hirose:
Spatially Arranged Sparse Recurrent Neural Networks for Energy Efficient Associative Memory. IEEE Trans. Neural Networks Learn. Syst. 31(1): 24-38 (2020) - [c104]Kohei Oyama, Akira Hirose:
Reduction of Polarization-State Spread in Phase-Distortion Mitigation by Phasor-Quaternion Neural Networks in PolInSAR. ICONIP (4) 2020: 526-534 - [c103]Yuki Sunaga, Ryo Natsuaki, Akira Hirose:
Complex-Valued Convolutional Neural Networks in Interferometric Synthetic Aperture Radar and Their Teacher-Image Pollution Influence on the Performance. IGARSS 2020: 425-428 - [c102]Takehiro Ichimura, Ryosho Nakane, Gouhei Tanaka, Akira Hirose:
Spatial distribution of information effective for logic function learning in spin-wave reservoir computing chip utilizing spatiotemporal physical dynamics. IJCNN 2020: 1-8 - [c101]Yuki Sunaga, Ryo Natsuaki, Akira Hirose:
Similar land-form discovery: Complex absolute-value max pooling in complex-valued convolutional neural networks in interferometric synthetic aperture radar. IJCNN 2020: 1-7
2010 – 2019
- 2019
- [j77]Akira Hirose, Seiji Takeda, Toshiyuki Yamane, Hidetoshi Numata, Naoki Kanazawa, Jean Benoit Héroux, Daiju Nakano, Ryosho Nakane, Gouhei Tanaka:
Physical reservoir computing: Possibility to resolve the inconsistency between neuro-AI principles and its hardware. Aust. J. Intell. Inf. Process. Syst. 16(4): 49-55 (2019) - [j76]Gouhei Tanaka, Ryosho Nakane, Akira Hirose:
Echo State Networks Composed of Units with Time-Varying Nonlinearity. Aust. J. Intell. Inf. Process. Syst. 17(2): 34-39 (2019) - [j75]Akira Hirose, Koichi Hirayama:
Foreword. IEICE Trans. Electron. 102-C(1): 1-2 (2019) - [j74]Gouhei Tanaka, Toshiyuki Yamane, Jean Benoit Héroux, Ryosho Nakane, Naoki Kanazawa, Seiji Takeda, Hidetoshi Numata, Daiju Nakano, Akira Hirose:
Recent advances in physical reservoir computing: A review. Neural Networks 115: 100-123 (2019) - [j73]Shizhen Hu, Seko Nagae, Akira Hirose:
Millimeter-Wave Adaptive Glucose Concentration Estimation With Complex-Valued Neural Networks. IEEE Trans. Biomed. Eng. 66(7): 2065-2071 (2019) - [j72]Hyunsoo Kim, Akira Hirose:
Unsupervised Hierarchical Land Classification Using Self-Organizing Feature Codebook for Decimeter-Resolution PolSAR. IEEE Trans. Geosci. Remote. Sens. 57(4): 1894-1905 (2019) - [j71]Kohei Oyama, Akira Hirose:
Phasor Quaternion Neural Networks for Singular Point Compensation in Polarimetric-Interferometric Synthetic Aperture Radar. IEEE Trans. Geosci. Remote. Sens. 57(5): 2510-2519 (2019) - [j70]Fang Shang, Naoto Kishi, Akira Hirose:
Degree of Polarization-Based Data Filter for Fully Polarimetric Synthetic Aperture Radar. IEEE Trans. Geosci. Remote. Sens. 57(6): 3767-3777 (2019) - [j69]Yuki Sunaga, Ryo Natsuaki, Akira Hirose:
Land Form Classification and Similar Land-Shape Discovery by Using Complex-Valued Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. 57(10): 7907-7917 (2019) - [j68]Akira Hirose, Alessio Micheli, Artur S. d'Avila Garcez, Choon Ki Ahn, Gang Pan, Hamid Reza Karimi, Jianbing Shen, José de Jesús Rubio, Lei Zhang, Lingjia Liu, Lorenzo Livi, Nian Zhang, Nishchal K. Verma, Pedro Antonio Gutiérrez, Qi Tian, Qinglai Wei, Seiichi Ozawa, Stuart H. Rubin, Wei-Neng Chen, Xi Li, Xiaofeng Liao, Youmin Zhang, Zhen Ni, Haibo He:
Editorial: Booming of Neural Networks and Learning Systems. IEEE Trans. Neural Networks Learn. Syst. 30(1): 2-10 (2019) - [c100]Toshiyuki Yamane, Jean Benoit Héroux, Hidetoshi Numata, Gouhei Tanaka, Ryosho Nakane, Akira Hirose:
Application Identification of Network Traffic by Reservoir Computing. ICONIP (5) 2019: 389-396 - [c99]Tianben Ding, Akira Hirose:
Proposal of Online Regularization for Dynamical Structure Optimization in Complex-Valued Neural Networks. ICONIP (2) 2019: 407-418 - [c98]Hyunsoo Kim, Jungmin Song, Ryo Natsuaki, Akira Hirose:
Dependence of Polarimetric Characteristics on Sar Resolutions: Experimental Analysis. IGARSS 2019: 3289 - [c97]Soshi Shimomura, Akira Hirose:
Target Clustering in Three-Dimensional Ground Penetrating Radar Based on Time-Domain Phase Information and Complex-Valued Self-Organizing Map. IGARSS 2019: 3602-3605 - [c96]Yuta Otsuka, Ryo Natsuaki, Akira Hirose:
Enhancement of Polarization Mechanism in Pixel-By-Pixel Phase Optimization in Polinsar. IGARSS 2019: 5706-5709 - [c95]Seko Nagae, Akira Hirose:
Proposal Of Three-Port Dielectric Waveguide Probes For Human Blood Glucose Monitoring. IGARSS 2019: 9188-9191 - [c94]Takahiro Nakanishi, Akira Hirose:
Proposal of Adaptive Search-and-Rescue Radar System with online Complex-Valued Frequency-Domain Independent Component Analysis. IGARSS 2019: 9431-9434 - [c93]Ryosho Nakane, Gouhei Tanaka, Akira Hirose:
In a Spin-Wave Reservoir for Machine Learning. IJCNN 2019: 1-9 - 2018
- [j67]Ryosho Nakane, Gouhei Tanaka, Akira Hirose:
Reservoir Computing With Spin Waves Excited in a Garnet Film. IEEE Access 6: 4462-4469 (2018) - [j66]Motoyuki Sato, Akira Hirose:
Foreword. IEICE Trans. Electron. 101-C(1): 1-2 (2018) - [j65]Erika Koyama, Akira Hirose:
Development of Complex-Valued Self-Organizing-Map Landmine Visualization System Equipped with Moving One-Dimensional Array Antenna. IEICE Trans. Electron. 101-C(1): 35-38 (2018) - [j64]Kazutaka Kinugawa, Fang Shang, Naoto Usami, Akira Hirose:
Isotropization of Quaternion-Neural-Network-Based PolSAR Adaptive Land Classification in Poincare-Sphere Parameter Space. IEEE Geosci. Remote. Sens. Lett. 15(8): 1234-1238 (2018) - [j63]Kazutaka Kikuta, Akira Hirose:
Direction-of-Arrival Estimation of Ultra-Wideband Signals in Narrowband Interference Environment Based on Power Inversion and Complex-Valued Neural Networks. Neural Process. Lett. 47(3): 921-933 (2018) - [j62]Hyunsoo Kim, Akira Hirose:
Unsupervised Fine Land Classification Using Quaternion Autoencoder-Based Polarization Feature Extraction and Self-Organizing Mapping. IEEE Trans. Geosci. Remote. Sens. 56(3): 1839-1851 (2018) - [j61]Tomoharu Shimada, Ryo Natsuaki, Akira Hirose:
Pixel-by-Pixel Scattering Mechanism Vector Optimization in High-Resolution PolInSAR. IEEE Trans. Geosci. Remote. Sens. 56(5): 2587-2596 (2018) - [j60]Shunichiro Fujinami, Ryo Natsuaki, Kazuhide Ichikawa, Akira Hirose:
Experimental Analysis on the Mechanisms of Singular Point Generation in InSAR by Employing Scaled Optical Interferometry. IEEE Trans. Geosci. Remote. Sens. 56(7): 3830-3837 (2018) - [c92]Akira Hirose:
Singularity-spreading phase unwrapping: Its basic idea and the influence of time and space discreteness on the dynamics. APSIPA 2018: 99-103 - [c91]Akira Hirose:
Complex-Valued and Quaternion Neural Networks to Deal with Complex Amplitude and Polarization: Their Strength in Electronics. APSIPA 2018: 566-571 - [c90]Yuki Sunaga, Ryo Natsuaki, Akira Hirose:
Proposal of Complex-Valued Convolutional Neural Networks for Similar Land-Shape Discovery in Interferometric Synthetic Aperture Radar. ICONIP (1) 2018: 340-349 - [c89]Akira Hirose, Gouhei Tanaka, Seiji Takeda, Toshiyuki Yamane, Hidetoshi Numata, Naoki Kanazawa, Jean Benoit Héroux, Daiju Nakano, Ryosho Nakane:
Proposal of Carrier-Wave Reservoir Computing. ICONIP (1) 2018: 616-624 - [c88]Toshiyuki Yamane, Hidetoshi Numata, Jean Benoit Héroux, Naoki Kanazawa, Seiji Takeda, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Daiju Nakano:
Dimensionality Reduction by Reservoir Computing and Its Application to IoT Edge Computing. ICONIP (1) 2018: 635-643 - [c87]Ryo Natsuaki, Akira Hirose:
Profiles of RFI in Alos-2 Images - A Case Study in Tokyo Bay, Japan. IGARSS 2018: 319-322 - [c86]Hyunsoo Kim, Akira Hirose:
Polarization Feature Extraction Using Quaternion Neural Networks for Flexible Unsupervised Polsar Land Classification. IGARSS 2018: 2378-2381 - [c85]Shizhen Hu, Akira Hirose:
Proposal of Millimeter-Wave Adaptive Glucose-Concentration Estimation System Using Complex-Valued Neural Networks. IGARSS 2018: 4074-4077 - [c84]Kohei Oyama, Akira Hirose:
Proposal of Singular-Unit Compensation in Polarimetric-Interferometric Synthetic Aperture Radar by Phasor-Quaternion Neural Networks. IGARSS 2018: 4439-4442 - [c83]Hyunsoo Kim, Akira Hirose:
Codebook-Based Hierarchical Polarization Feature for Unsupervised Fine Land Classification Using High-Resolution PolSAR Data. IGARSS 2018: 4643-4646 - [c82]Ryo Natsuaki, Akira Hirose:
L-Band SAR Interferometric Analysis for Flood Detection in Urban Area - a Case Study in 2015 Joso Flood, Japan. IGARSS 2018: 6592-6595 - [c81]Kohei Oyama, Akira Hirose:
Performance of entire-spectrum-processing complex-valued neural-network filter to generate digital elevation model in interferometric radar. IJCNN 2018: 1-7 - [i1]Gouhei Tanaka, Toshiyuki Yamane, Jean Benoit Héroux, Ryosho Nakane, Naoki Kanazawa, Seiji Takeda, Hidetoshi Numata, Daiju Nakano, Akira Hirose:
Recent Advances in Physical Reservoir Computing: A Review. CoRR abs/1808.04962 (2018) - 2017
- [j59]Yuya Arima, Akira Hirose:
Performance Dependence on System Parameters in Millimeter-Wave Active Imaging Based on Complex-Valued Neural Networks to Classify Complex Texture. IEEE Access 5: 22927-22939 (2017) - [j58]Motoyuki Sato, Akira Hirose:
Foreword. IEICE Trans. Electron. 100-C(1): 1-2 (2017) - [j57]Naoto Usami, Akira Hirose:
T-Shaped Probe Waveguide Antenna: A Wideband Reconfigurable Circular-Polarized Single-Port Antenna. IEICE Trans. Electron. 100-C(5): 490-495 (2017) - [j56]Yuto Takizawa, Fang Shang, Akira Hirose:
Adaptive land classification and new class generation by unsupervised double-stage learning in Poincare sphere space for polarimetric synthetic aperture radars. Neurocomputing 248: 3-10 (2017) - [j55]Kazuhide Ichikawa, Akira Hirose:
Singular Unit Restoration in InSAR Using Complex-Valued Neural Networks in the Spectral Domain. IEEE Trans. Geosci. Remote. Sens. 55(3): 1717-1723 (2017) - [c80]Akira Hirose, Seiji Takeda, Toshiyuki Yamane, Daiju Nakano, Shigeru Nakagawa, Ryosho Nakane, Gouhei Tanaka:
Complex-Valued Neural Networks for Wave-Based Realization of Reservoir Computing. ICONIP (4) 2017: 449-456 - [c79]Gouhei Tanaka, Ryosho Nakane, Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Shigeru Nakagawa, Akira Hirose:
Waveform Classification by Memristive Reservoir Computing. ICONIP (4) 2017: 457-465 - [c78]Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Shigeru Nakagawa:
Simulation Study of Physical Reservoir Computing by Nonlinear Deterministic Time Series Analysis. ICONIP (1) 2017: 639-647 - [c77]Yuya Arima, Akira Hirose:
Improvement of Texture Clustering Performance in Complex-Valued SOM by Using Complex-Valued Auto-encoder for Millimeter-Wave Coherent Imaging. ICONIP (6) 2017: 722-730 - [c76]Tomoharu Shimada, Akira Hirose:
Proposal of pixel-by-pixel optimization of scattering mechanism vectors in PolInSAR to generate accurate digital elevation model. IGARSS 2017: 83-86 - [c75]Fang Shang, Akira Hirose:
Combination use of multiple window sizes for stokes vector based polsar data interpretation. IGARSS 2017: 3913-3916 - 2016
- [j54]Kazutaka Kikuta, Akira Hirose:
Narrowband Interference Mitigation in UWB Systems Utilizing Frequency Dependence of Null Formation in Array Antennas. IEEE Access 4: 8715-8720 (2016) - [j53]Naoto Usami, Arnab Muhuri, Avik Bhattacharya, Akira Hirose:
PolSAR Wet Snow Mapping With Incidence Angle Information. IEEE Geosci. Remote. Sens. Lett. 13(12): 2029-2033 (2016) - [c74]Kazuhide Ichikawa, Akira Hirose:
Proposal of Singular-Unit Restoration by Focusing on the Spatial Continuity of Topographical Statistics in Spectral Domain. ICONIP (4) 2016: 78-85 - [c73]Gouhei Tanaka, Ryosho Nakane, Toshiyuki Yamane, Daiju Nakano, Seiji Takeda, Shigeru Nakagawa, Akira Hirose:
Exploiting Heterogeneous Units for Reservoir Computing with Simple Architecture. ICONIP (1) 2016: 187-194 - [c72]Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Gouhei Tanaka, Ryosho Nakane, Shigeru Nakagawa, Akira Hirose:
Dynamics of Reservoir Computing at the Edge of Stability. ICONIP (1) 2016: 205-212 - [c71]Seiji Takeda, Daiju Nakano, Toshiyuki Yamane, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Shigeru Nakagawa:
Photonic Reservoir Computing Based on Laser Dynamics with External Feedback. ICONIP (1) 2016: 222-230 - [c70]Ryota Mori, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Kazuyuki Aihara:
Computational Performance of Echo State Networks with Dynamic Synapses. ICONIP (1) 2016: 264-271 - [c69]Ayse Ecem Bezer, Akira Hirose:
Proposal of a Human Heartbeat Detection/Monitoring System Employing Chirp Z-Transform and Time-Sequential Neural Prediction. ICONIP (1) 2016: 510-516 - [c68]Kazutaka Kikuta, Akira Hirose:
High Precision Direction-of-Arrival Estimation for Wideband Signals in Environment with Interference Based on Complex-Valued Neural Networks. ICONIP (2) 2016: 620-626 - [c67]Naoto Usami, Arnab Muhuri, Avik Bhattacharya, Akira Hirose:
Proposal of wet snowmapping with focus on incident angle influential to depolarization of surface scattering. IGARSS 2016: 1544-1547 - [c66]Kazuhide Ichikawa, Akira Hirose:
Proposal of singular-point-removing filters with strong nonlinearity in spectral domain. IGARSS 2016: 3201-3204 - [c65]Kazutaka Kinugawa, Fang Shang, Naoto Usami, Akira Hirose:
Proposal of adaptive land classification using quaternion neural network with isotropic activation function. IGARSS 2016: 7557-7560 - [c64]Maoki Hikosaka, Tianben Ding, Akira Hirose:
Proposal of polarization state prediction using quaternion neural networks for fading channel prediction in mobile communications. IJCNN 2016: 4105-4111 - [e7]Akira Hirose, Seiichi Ozawa, Kenji Doya, Kazushi Ikeda, Minho Lee, Derong Liu:
Neural Information Processing - 23rd International Conference, ICONIP 2016, Kyoto, Japan, October 16-21, 2016, Proceedings, Part I. Lecture Notes in Computer Science 9947, 2016, ISBN 978-3-319-46686-6 [contents] - [e6]Akira Hirose, Seiichi Ozawa, Kenji Doya, Kazushi Ikeda, Minho Lee, Derong Liu:
Neural Information Processing - 23rd International Conference, ICONIP 2016, Kyoto, Japan, October 16-21, 2016, Proceedings, Part II. Lecture Notes in Computer Science 9948, 2016, ISBN 978-3-319-46671-2 [contents] - [e5]Akira Hirose, Seiichi Ozawa, Kenji Doya, Kazushi Ikeda, Minho Lee, Derong Liu:
Neural Information Processing - 23rd International Conference, ICONIP 2016, Kyoto, Japan, October 16-21, 2016, Proceedings, Part III. Lecture Notes in Computer Science 9949, 2016, ISBN 978-3-319-46674-3 [contents] - [e4]Akira Hirose, Seiichi Ozawa, Kenji Doya, Kazushi Ikeda, Minho Lee, Derong Liu:
Neural Information Processing - 23rd International Conference, ICONIP 2016, Kyoto, Japan, October 16-21, 2016, Proceedings, Part IV. Lecture Notes in Computer Science 9950, 2016, ISBN 978-3-319-46680-4 [contents] - 2015
- [j52]Akira Hirose, Paul A. Rosen, Hiroyoshi Yamada, Manfred Zink:
Foreword to the Special Issue on Advances in SAR and Radar Technology. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(8): 3748-3750 (2015) - [j51]Gen Oshiyama, Akira Hirose:
Distortion Reduction in Singularity-Spreading Phase Unwrapping With Pseudo-Continuous Spreading and Self-Clustering Active Localization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(8): 3846-3858 (2015) - [j50]Donny Danudirdjo, Akira Hirose:
InSAR Image Regularization and DEM Error Correction With Fractal Surface Scattering Model. IEEE Trans. Geosci. Remote. Sens. 53(3): 1427-1439 (2015) - [j49]Donny Danudirdjo, Akira Hirose:
Anisotropic Phase Unwrapping for Synthetic Aperture Radar Interferometry. IEEE Trans. Geosci. Remote. Sens. 53(7): 4116-4126 (2015) - [j48]Fang Shang, Akira Hirose:
Averaged Stokes Vector Based Polarimetric SAR Data Interpretation. IEEE Trans. Geosci. Remote. Sens. 53(8): 4536-4547 (2015) - [c63]Yuto Takizawa, Fang Shang, Akira Hirose:
Unsupervised Land Classification by Self-organizing Map Utilizing the Ensemble Variance Information in Satellite-Borne Polarimetric Synthetic Aperture Radar. ICONIP (1) 2015: 244-252 - [c62]Tetsuya Murata, Tianben Ding, Akira Hirose:
Proposal of Channel Prediction by Complex-Valued Neural Networks that Deals with Polarization as a Transverse Wave Entity. ICONIP (3) 2015: 541-549 - [c61]Fang Shang, Akira Hirose:
Effect of coordinate rotation on stokes vector based polarimetric SAR data interpretation. IGARSS 2015: 3814-3817 - [c60]Shunichiro Fujinami, Ryo Natsuaki, Akira Hirose:
Experimental analysis of singular point generation mechanisms in interferometric SAR using optics: The possibility of singular point generation by interference in a single pixel. IGARSS 2015: 4256-4259 - 2014
- [j47]Ryo Natsuaki, Akira Hirose:
Circular property of complex-valued correlation learning in CMRF-based filtering for synthetic aperture radar interferometry. Neurocomputing 134: 165-172 (2014) - [j46]Shogo Onojima, Yuya Arima, Akira Hirose:
Millimeter-wave security imaging using complex-valued self-organizing map for visualization of moving targets. Neurocomputing 134: 247-253 (2014) - [j45]Fang Shang, Akira Hirose:
Quaternion Neural-Network-Based PolSAR Land Classification in Poincare-Sphere-Parameter Space. IEEE Trans. Geosci. Remote. Sens. 52(9): 5693-5703 (2014) - [j44]Akira Hirose, Igor N. Aizenberg, Danilo P. Mandic:
Guest Editorial Special Issue on Complex- and Hypercomplex-Valued Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 25(9): 1597-1599 (2014) - [j43]Tianben Ding, Akira Hirose:
Fading Channel Prediction Based on Combination of Complex-Valued Neural Networks and Chirp Z-Transform. IEEE Trans. Neural Networks Learn. Syst. 25(9): 1686-1695 (2014) - [j42]Kotaro Terabayashi, Ryo Natsuaki, Akira Hirose:
Ultrawideband Direction-of-Arrival Estimation Using Complex-Valued Spatiotemporal Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 25(9): 1727-1732 (2014) - [c59]Tianben Ding, Akira Hirose:
Fading Channel Prediction Based on Self-optimizing Neural Networks. ICONIP (1) 2014: 175-182 - [c58]Akira Hirose:
Complex-Valued Neural Networks - Recent Progress and Future Directions (Invited Paper). ICONIP (1) 2014: 223-230 - [c57]Ryo Natsuaki, Akira Hirose:
Changes of dominant scatterers and propagation paths as a possible origin of singular points in radar interferometry: Experimental analysis. IGARSS 2014: 290-293 - [c56]Fang Shang, Akira Hirose:
Considerations on C/T matrix-based polsar land classification and explorations on stokes vector-based method. IGARSS 2014: 4576-4579 - [c55]Kotaro Terabayashi, Akira Hirose:
Ultra-short-pulse acoustic imaging using complex-valued spatio-temporal neural-network for null-steering: Experimental results. IJCNN 2014: 3410-3413 - 2013
- [j41]Akira Hirose, Shotaro Yoshida:
Relationship between phase and amplitude generalization errors in complex- and real-valued feedforward neural networks. Neural Comput. Appl. 22(7-8): 1357-1366 (2013) - [j40]Ryo Natsuaki, Akira Hirose:
InSAR Local Co-Registration Method Assisted by Shape-From-Shading. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(2-3): 953-959 (2013) - [j39]Donny Danudirdjo, Akira Hirose:
Local Subpixel Coregistration of Interferometric Synthetic Aperture Radar Images Based on Fractal Models. IEEE Trans. Geosci. Remote. Sens. 51(7-2): 4292-4301 (2013) - [c54]Kotaro Terabayashi, Akira Hirose:
Proposal of Ultra-Short-Pulse Acoustic Imaging Using Complex-Valued Spatio-temporal Neural-Network Null-Steering. ICONIP (3) 2013: 217-224 - [c53]Ryo Natsuaki, Akira Hirose:
PHase property in complex-correlation and real-imaginary-correlation filtered SAR interferograms and its influence on DEM quality. IGARSS 2013: 2067-2070 - [c52]Fang Shang, Akira Hirose:
Use of Poincare sphere parameters for fast supervised PolSAR land classification. IGARSS 2013: 3175-3178 - [e3]Minho Lee, Akira Hirose, Zeng-Guang Hou, Rhee Man Kil:
Neural Information Processing - 20th International Conference, ICONIP 2013, Daegu, Korea, November 3-7, 2013. Proceedings, Part I. Lecture Notes in Computer Science 8226, Springer 2013, ISBN 978-3-642-42053-5 [contents] - [e2]Minho Lee, Akira Hirose, Zeng-Guang Hou, Rhee Man Kil:
Neural Information Processing - 20th International Conference, ICONIP 2013, Daegu, Korea, November 3-7, 2013. Proceedings, Part II. Lecture Notes in Computer Science 8227, Springer 2013, ISBN 978-3-642-42041-2 [contents] - [e1]Minho Lee, Akira Hirose, Zeng-Guang Hou, Rhee Man Kil:
Neural Information Processing - 20th International Conference, ICONIP 2013, Daegu, Korea, November 3-7, 2013. Proceedings, Part III. Lecture Notes in Computer Science 8228, Springer 2013, ISBN 978-3-642-42050-4 [contents] - 2012
- [b2]Akira Hirose:
Complex-Valued Neural Networks. Studies in Computational Intelligence 400, Springer 2012, ISBN 978-3-642-27631-6, pp. 3-175 - [j38]Akira Hirose, Shotaro Yoshida:
Generalization Characteristics of Complex-Valued Feedforward Neural Networks in Relation to Signal Coherence. IEEE Trans. Neural Networks Learn. Syst. 23(4): 541-551 (2012) - [c51]Shogo Onojima, Akira Hirose:
One-Dimensional-Array Millimeter-Wave Imaging of Moving Targets for Security Purpose Based on Complex-Valued Self-Organizing Map (CSOM). ICONIP (5) 2012: 229-236 - [c50]Yuuya Konno, Akira Hirose:
Early-Vision-Inspired Method to Distinguish between Handwritten and Machine-Printed Character Images Using Hough Transform. ICONIP (5) 2012: 353-360 - [c49]Ryo Natsuaki, Akira Hirose:
Improvement of ALOS interferogram quality by use of the local co-registration method using singular-point and amplitude information. IGARSS 2012: 5602-5605 - [c48]Ayato Ejiri, Akira Hirose:
Landmine visualization system based on multiple complex-valued SOMs to integrate multimodal information. IJCNN 2012: 1-7 - 2011
- [j37]Yukimasa Nakano, Akira Hirose:
Taper-Walled Linearly Tapered Slot Antenna. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(4): 779-784 (2011) - [j36]Ryo Natsuaki, Akira Hirose:
SPEC Method - A Fine Coregistration Method for SAR Interferometry. IEEE Trans. Geosci. Remote. Sens. 49(1-1): 28-37 (2011) - [c47]Donny Danudirdjo, Akira Hirose:
Synthesis of two-dimensional fractional brownian motion via circulant embedding. ICIP 2011: 1085-1088 - [c46]Akira Hirose, Shotaro Yoshida:
Comparison of Complex- and Real-Valued Feedforward Neural Networks in Their Generalization Ability. ICONIP (1) 2011: 526-531 - [c45]Ryo Natsuaki, Akira Hirose:
Local co-registration for distortion reduction in SAR interferogram using amplitude information - combination of SPEC method and shape-from-shading -. IGARSS 2011: 1642-1645 - [c44]Akira Hirose, Ryo Natsuaki:
Circular Property in Complex-Valued Correlation Learning Observed in CMRF-Based Singular Unit Restoration for Phase Unwrapping. IScIDE 2011: 530-537 - 2010
- [j35]Yukimasa Nakano, Akira Hirose:
Adaptive Identification of Landmine Class by Evaluating the Total Degree of Conformity of Ring-CSOM Weights in a Ground Penetrating Radar System. Aust. J. Intell. Inf. Process. Syst. 12(1) (2010) - [j34]Tomohiro Nishino, Ryo Yamaki, Akira Hirose:
Ultrasonic Imaging for Boundary Shape Generation by Phase Unwrapping with Singular-Point Elimination Based on Complex-Valued Markov Random Field Model. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 93-A(1): 219-226 (2010) - [j33]Astri Handayani, Andriyan Bayu Suksmono, Tati L. R. Mengko, Akira Hirose:
Blood Vessel Segmentation in Complex-Valued Magnetic Resonance Images with Snake Active Contour Model. Int. J. E Health Medical Commun. 1(1): 41-52 (2010) - [c43]Akira Hirose:
Recent Progress in Applications of Complex-Valued Neural Networks. ICAISC (2) 2010: 42-46 - [c42]Andriyan Bayu Suksmono, Akira Hirose:
Numerical reconstruction of holographic microscopy images based on matching pursuits on a pair of domains. ICIP 2010: 4197-4200 - [c41]Akira Hirose, Ayato Ejiri, Kunio Kitahara:
Ground Penetrating Radar System with Integration of Mutimodal Information Based on Mutual Information among Multiple Self-Organizing Maps. ICONIP (2) 2010: 415-422 - [c40]Takashi Aoyagi, Damri Radenamad, Yukimasa Nakano, Akira Hirose:
Complex-valued self-organizing map clustering using complex inner product in active millimeter-wave imaging. IJCNN 2010: 1-6
2000 – 2009
- 2009
- [j32]Yukimasa Nakano, Akira Hirose:
Improvement of Plastic Landmine Visualization Performance by Use of Ring-CSOM and Frequency-Domain Local Correlation. IEICE Trans. Electron. 92-C(1): 102-108 (2009) - [j31]Ken Tanizawa, Akira Hirose:
Search Control Algorithm Based on Random Step Size Hill-Climbing Method for Adaptive PMD Compensation. IEICE Trans. Commun. 92-B(8): 2584-2590 (2009) - [j30]Yoichiro Baba, Akira Hirose:
Spectral Fluctuation Method: A Texture-Based Method to Extract Text Regions in General Scene Images. IEICE Trans. Inf. Syst. 92-D(9): 1702-1715 (2009) - [j29]Ryo Yamaki, Akira Hirose:
Singular Unit Restoration in Interferograms Based on Complex-Valued Markov Random Field Model for Phase Unwrapping. IEEE Geosci. Remote. Sens. Lett. 6(1): 18-22 (2009) - [c39]Kunio Kitahara, Akira Hirose:
A Concept Generation Method Based on Mutual Information Quantity among Multiple Self-organizing Maps. ICONIP (2) 2009: 263-272 - [c38]Ryo Natsuaki, Akira Hirose:
Local, Nonlinear Adaptive Co-registration of Master and Slave Interferometric SAR Complex Image Data for High Quality Digital Elevation Map Generation. IGARSS (5) 2009: 166-167 - [c37]Akira Hirose:
Complex-valued neural networks: The merits and their origins. IJCNN 2009: 1237-1244 - 2008
- [j28]Sotaro Kawata, Akira Hirose:
Frequency-Multiplexing Ability of Complex-Valued Hebbian Learning in Logic Gates. Int. J. Neural Syst. 18(2): 173-184 (2008) - [j27]Soichi Masuyama, Kenzo Yasuda, Akira Hirose:
Multiple-Mode Selection of Walled-LTSA Array Elements for High-Resolution Imaging to Visualize Antipersonnel Plastic Landmines. IEEE Geosci. Remote. Sens. Lett. 5(4): 745-749 (2008) - [c36]Jumpei Koyama, Akira Hirose, Masahiro Kato:
Local-spectrum-based distinction between handwritten and machine-printed characters. ICIP 2008: 1021-1024 - [c35]Ryo Yamaki, Akira Hirose:
Singular Unit Restoration Based on Complex-Valued Markov Random Field Model for Insar Interferograms. IGARSS (2) 2008: 1076-1079 - [c34]Akira Hirose:
An adaptive ground penetrating radar imaging system based on complex-valued self-organizing map - recent progress and experiments in Cambodia -. IJCNN 2008: 1609-1614 - [c33]Jumpei Koyama, Masahiro Kato, Akira Hirose:
Distinction between handwritten and machine-printed characters with no need to locate character or text line position. IJCNN 2008: 4044-4051 - 2007
- [j26]Toshio Akimitsu, Yoichi Okabe, Akira Hirose:
Self-Organization through Spike-Timing Dependent Plasticity Using localized Synfire-Chain Patterns. Neural Process. Lett. 25(1): 79-89 (2007) - [j25]Soichi Masuyama, Akira Hirose:
Walled LTSA Array for Rapid, High Spatial Resolution, and Phase-Sensitive Imaging to Visualize Plastic Landmines. IEEE Trans. Geosci. Remote. Sens. 45(8): 2536-2543 (2007) - [j24]Ryo Yamaki, Akira Hirose:
Singularity-Spreading Phase Unwrapping. IEEE Trans. Geosci. Remote. Sens. 45(10): 3240-3251 (2007) - [c32]Nathan Joiner, Akira Hirose, William Dorland:
Gyrokinetic simulation of micro-turbulence in magnetically confined plasmas. HPCS 2007: 5 - [c31]Chor Shen Tay, Ken Tanizawa, Akira Hirose:
Error Reduction in Holographic Movies Using a Hybrid Learning Method in Coherent Neural Networks. ICANN (1) 2007: 884-893 - [c30]Jumpei Koyama, Masahiro Kato, Akira Hirose:
Handwritten Character Distinction Method Inspired by Human Vision Mechanism. ICONIP (1) 2007: 1031-1040 - [c29]Yusuke Azuma, Akira Hirose:
Influence of Neural Delay in Sensorimotor Systems on the Control Performance and Mechanism in Bicycle Riding. ICONIP (1) 2007: 1100-1109 - 2006
- [b1]Akira Hirose:
Complex-Valued Neural Networks. Studies in Computational Intelligence 32, Springer 2006, ISBN 978-3-540-33456-9, pp. 1-160 [contents] - [j23]Akira Hirose, Tomoaki Higo, Ken Tanizawa:
Efficient generation of holographic movies with frame interpolation using a coherent neural network. IEICE Electron. Express 3(19): 417-423 (2006) - [j22]Andriyan Bayu Suksmono, Akira Hirose:
Progressive Transform-Based Phase Unwrapping Utilizing a Recursive Structure. IEICE Trans. Commun. 89-B(3): 929-936 (2006) - [j21]Akira Hirose, Yasufumi Asano, Toshihiko Hamano:
Developmental Learning With Behavioral Mode Tuning by Carrier-Frequency Modulation in Coherent Neural Networks. IEEE Trans. Neural Networks 17(6): 1532-1543 (2006) - [c28]Toshio Akimitsu, Akira Hirose, Yoichi Okabe:
Self-organization Through Spike-Timing Dependent Plasticity Using Localized Synfire-Chain Patterns. ICONIP (1) 2006: 49-58 - [c27]Akira Hirose, Ryo Yamaki:
Phase Unwrapping with Phase-Singularity Spreading. IGARSS 2006: 1259-1261 - [c26]Andriyan Bayu Suksmono, Astri Handayani, Akira Hirose:
Snake in Phase Domain: A Method for Boundary Detection of Objects in Phase Images. IJCNN 2006: 481-485 - [c25]Akira Hirose, Tomoaki Higo, Ken Tanizawa:
Holographic Three-Dimensional Movie Generation with Frame Interpolation Using Coherent Neural Networks. IJCNN 2006: 492-497 - [c24]Akira Hirose, Yasufumi Asano, Toshihiko Hamano:
Developmental Learning Based on Coherent Neural Networks with Behavioral Mode Tuning by Carrier-Frequency Modulation. IJCNN 2006: 4441-4448 - 2005
- [j20]Andriyan Bayu Suksmono, Akira Hirose:
A Fractal Estimation Method to Reduce the Distortion in Phase Unwrapping Process. IEICE Trans. Commun. 88-B(1): 364-371 (2005) - [j19]Takahiro Hara, Akira Hirose:
Adaptive Plastic-Landmine Visualizing Radar System: Effects of Aperture Synthesis and Feature-Vector Dimension Reduction. IEICE Trans. Electron. 88-C(12): 2282-2288 (2005) - [j18]Andriyan Bayu Suksmono, Akira Hirose:
Beamforming of ultra-wideband pulses by a complex-valued spatio-temporal multilayer neural network. Int. J. Neural Syst. 15(1-2): 85-91 (2005) - [j17]Jordan E. Morelli, Akira Hirose, Hugh C. Wood:
Fuzzy-logic-based plasma-position controller for STOR-M. IEEE Trans. Control. Syst. Technol. 13(2): 328-337 (2005) - [c23]Takeshi Oishi, Andriyan Bayu Suksmono, Akira Hirose:
Proposal of bilinear surface compensation of distortion in least-squares phase unwrapping. IGARSS 2005: 5463-5466 - 2004
- [j16]Seiichi Sakatani, Akira Hirose:
Analysis of the influence of differences in somatic symmetry and sharpness on the firing rate. Neurocomputing 58-60: 503-509 (2004) - [j15]Andriyan Bayu Suksmono, Akira Hirose:
Intelligent beamforming by using a complex-valued neural network. J. Intell. Fuzzy Syst. 15(3-4): 139-147 (2004) - [j14]Takahiro Hara, Akira Hirose:
Plastic mine detecting radar system using complex-valued self-organizing map that deals with multiple-frequency interferometric images. Neural Networks 17(8-9): 1201-1210 (2004) - [c22]Yoichiro Baba, Akira Hirose:
Proposal of the hybrid spectral gradient method to extract character / text regions from general scene images. ICIP 2004: 211-214 - [c21]Shuichi Kato, Seiichi Sakatani, Akira Hirose:
Influence of Dendritic Spine Morphology on Spatiotemporal Change of Calcium/Calmoduline-Dependent Protein Kinase Density. ICONIP 2004: 31-36 - [c20]Seiichi Sakatani, Akira Hirose:
The Spatiotemporal Dynamics of Intracellular Ion Concentration and Potential. ICONIP 2004: 50-56 - [c19]Andriyan Bayu Suksmono, Akira Hirose:
Ultra-wideband Beamforming by Using a Complex-Valued Spatio-temporal Neural Network. ICONIP 2004: 104-109 - [c18]Akira Hirose, Yasufumi Asano, Toshihiko Hamano:
Mode-Utilizing Developmental Learning Based on Coherent Neural Networks. ICONIP 2004: 116-121 - 2003
- [j13]Seiichi Sakatani, Akira Hirose:
The influence of neuron shape changes on the firing characteristics. Neurocomputing 52-54: 355-362 (2003) - [j12]Akira Hirose, Kazuhiko Nakazawa:
Analog recurrent decision circuit with high signal-voltage symmetry and delay-time equality to improve continuous-time convergence performance. IEEE Trans. Neural Networks 14(5): 1201-1206 (2003) - [j11]Akira Hirose, Tomoyuki Nagashima:
Predictive self-organizing map for vector quantization of migratory signals and its application to mobile communications. IEEE Trans. Neural Networks 14(6): 1532-1540 (2003) - [c17]Akira Hirose, Toshihiko Hamano:
Influence of Membrane Warp on Pulse Propagation Time. ICANN 2003: 821-829 - [c16]Motoi Minami, Akira Hirose:
Phase Singular Points Reduction by a Layered Complex-Valued Neural Network in Combination with Constructive Fourier Synthesis. ICANN 2003: 943-950 - [c15]Andriyan Bayu Suksmono, Akira Hirose:
Adaptive Beamforming by Using Complex-Valued Multi Layer Perceptron. ICANN 2003: 959-966 - [c14]Andriyan Bayu Suksmono, Akira Hirose:
Recursive transform-based phase unwrapping. ICIP (3) 2003: 145-148 - [c13]Andriyan Bayu Suksmono, Akira Hirose:
Improving phase-unwrapping result of InSAR images by incorporating the fractal model. ICIP (2) 2003: 831-834 - [c12]Akira Hirose, Kazuhiko Nakazawa:
Analog continuous-time recurrent decision circuit with high signal-voltage symmetry and delay-time equality. ISCAS (5) 2003: 657-660 - [c11]Andriyan Bayu Suksmono, Akira Hirose:
Performance of Adaptive Beamforming by Using Complex-Valued Neural Network. KES 2003: 311-317 - [c10]Keiichi Tsuda, Akira Hirose:
Pitch-Asynchronous Overlap-Add Waveform-Concatenation Speech Synthesis by Using a Phase-Optimizing Neural Network. KES 2003: 332-339 - 2002
- [j10]Akira Hirose, Shingo Murakami:
Spatiotemporal equations expressing microscopic two-dimensional membrane-potential dynamics. Neurocomputing 43(1-4): 185-196 (2002) - [j9]Seiichi Sakatani, Yoshio C. Okada, Akira Hirose:
A quantitative evaluation of dominant membrane potential in generation of magnetic field using a pyramidal cell model at hippocampus CA3. Neurocomputing 44-46: 153-160 (2002) - [j8]Seiichi Sakatani, Akira Hirose:
A quantitative evaluation of the magnetic field generated by a CA3 pyramidal cell at EPSP and action potential stages. IEEE Trans. Biomed. Eng. 49(4): 310-319 (2002) - [j7]Andriyan Bayu Suksmono, Akira Hirose:
Adaptive noise reduction of InSAR images based on a complex-valued MRF model and its application t o phase unwrapping problem. IEEE Trans. Geosci. Remote. Sens. 40(3): 699-709 (2002) - [j6]Andriyan Bayu Suksmono, Akira Hirose:
Interferometric SAR image restoration using Monte Carlo metropolis method. IEEE Trans. Signal Process. 50(2): 290-298 (2002) - [c9]Akira Hirose, Tomoyuki Nagashima:
Predictive Self-Organizing Map for Vector Quantization of Migratory Signals. ICANN 2002: 884-889 - 2000
- [c8]Akira Hirose, Katsuhiko Hiramatsu:
Proposal of Complex-Valued Region-Based-Coupling Segmentation Neural Networks and the Application to Radar Imaging Systems. IJCNN (1) 2000: 146-151
1990 – 1999
- 1999
- [j5]Akira Hirose, Hirofumi Onishi:
Proposal of relative-minimization learning for behavior stabilization of complex-valued recurrent neural networks. Neurocomputing 24(1-3): 163-171 (1999) - [j4]Shingo Murakami, Akira Hirose:
A microscopic nervecell analysis theory for elucidating membrane potential dynamics using boundary element method. Neurocomputing 26-27: 207-214 (1999) - 1998
- [c7]Akira Hirose:
Proposal of a Brain-Type System Architecture Based on Self-Organizing Consciousness Using Coherence. ICONIP 1998: 463-466 - 1997
- [c6]Akira Hirose:
Two-Dimensional Hodgkin-Huxley Equations for Investigating a Basis of Pulse-Processing Neural Networks. ICANN 1997: 85-90 - [c5]Akira Hirose, Hirofumi Onishi:
Experimental analysis of behavior stability in neuron gain domain in recurrent complex-valued neural networks. ICNN 1997: 657-662 - [c4]Akira Hirose, Shingo Murakami:
Mesoscopic Analysis and Synthesis of Membrane Potential Dynamics Using Two-Dimensional Hodgkin-Huxley Equations. ICONIP (1) 1997: 202-205 - 1996
- [j3]Akira Hirose, Rolf Eckmiller:
Proposal of frequency-domain multiplexing in optical neural networks. Neurocomputing 10(2): 197-204 (1996) - [j2]Akira Hirose, Rolf Eckmiller:
Behavior control of coherent-type neural networks by carrier-frequency modulation. IEEE Trans. Neural Networks 7(4): 1032-1034 (1996) - 1995
- [c3]Akira Hirose, Rolf Eckmiller:
Proposal of coherent optical neural networks whose behavior is controlled by optical frequency. ICNN 1995: 1221-1224 - [c2]Akira Hirose, Rolf Eckmiller:
Coherent optical neural networks: generalization ability in frequency domain. ICNN 1995: 3204-3209 - 1994
- [j1]Akira Hirose:
Fractal variation of attractors in complex-valued neural networks. Neural Process. Lett. 1(1): 6-8 (1994) - 1993
- [c1]Akira Hirose:
Motion controls using complex-valued neural networks with feedback loops. ICNN 1993: 156-161
Coauthor Index
[j105] [j104] [j103] [j102] [j101] [c138] [c137] [c136] [c135] [c134] [c133] [j98] [j97] [j96] [c131] [c130] [c129] [c128] [c127] [c126] [c125] [c124] [c122] [c121] [j95] [j92] [j91] [c120] [c119] [c118] [c117] [c116] [c115] [j86] [c112] [c109] [c107] [c106] [j81] [c103] [c101] [j69] [c98] [c96] [j61] [j60] [c90] [c87] [c82] [c60] [j47] [j42] [c57] [j40] [c53] [c49] [j36] [c45] [c44] [c38]
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Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
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OpenAlex data
Load additional information about publications from 
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last updated on 2024-12-02 22:30 CET by the dblp team
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