Masaki Kobayashi

ORCID

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 62

Top Venues

Neurocomputing

IEEE Trans. Neural Networks Learn. Syst.

IEICE Trans. Fundam. Electron. Commun. Comput. Sci.

Neural Comput.

Publications

Masaki Kobayashi, Yo Kanemoto, Daisuke Kotani, Yasuo Okabe
Generation of IDS Signatures through Exhaustive Execution Path Exploration in PoC Codes for Vulnerabilities. J. Inf. Process. 31 (2023)
Wongsakorn Preedanan, Kenji Suzuki, Toshiaki Kondo, Masaki Kobayashi, Hajime Tanaka, Junichiro Ishioka, Yoh Matsuoka, Yasuhisa Fujii, Itsuo Kumazawa
Urinary Stones Segmentation in Abdominal X-Ray Images Using Cascaded U-Net Pipeline With Stone-Embedding Augmentation and Lesion-Size Reweighting Approach. IEEE Access 11 (2023)
Srisopitsawat Pavarut, Wongsakorn Preedanan, Itsuo Kumazawa, Kenji Suzuki, Masaki Kobayashi, Hajime Tanaka, Junichiro Ishioka, Yoh Matsuoka, Yasuhisa Fujii
Improving Kidney Tumor Classification With Multi-Modal Medical Images Recovered Partially by Conditional CycleGAN. IEEE Access 11 (2023)
Wongsakorn Preedanan, Kenji Suzuki, Toshiaki Kondo, Masaki Kobayashi, Hajime Tanaka, Junichiro Ishioka, Yoh Matsuoka, Yasuhisa Fujii, Itsuo Kumazawa
Improvement of Urinary Stone Segmentation Using GAN-Based Urinary Stones Inpainting Augmentation. IEEE Access 10 (2022)
Masaki Kobayashi
Noise-Robust Projection Rule for Rotor and Matrix-Valued Hopfield Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33 (2) (2022)
Masaki Kobayashi, Hiromi Morita, Atsuyuki Morishima
Efficient Crowdsourcing for Semantic Segmentation Considering Human Cognitive Characteristics. HCI (37) (2022)
Yu Yamashita, Hiroyoshi Ito, Kei Wakabayashi, Masaki Kobayashi, Atsuyuki Morishima
HAEM: Obtaining Higher-Quality Classification Task Results with AI Workers. WebSci (2022)
Masaki Kobayashi
Synthesis of complex- and hyperbolic-valued Hopfield neural networks. Neurocomputing 423 (2021)
Masaki Kobayashi
Complex-valued Hopfield neural networks with real weights in synchronous mode. Neurocomputing 423 (2021)
Masaki Kobayashi
Storage Capacity of Quaternion-Valued Hopfield Neural Networks With Dual Connections. Neural Comput. 33 (8) (2021)
Masaki Kobayashi
Bicomplex-valued twin-hyperbolic Hopfield neural networks. Neurocomputing 434 (2021)
Masaki Kobayashi
Stability Conditions of Bicomplex-Valued Hopfield Neural Networks. Neural Comput. 33 (2) (2021)
Masaki Kobayashi, Hiromi Morita, Masaki Matsubara, Nobuyuki Shimizu, Atsuyuki Morishima
Empirical Study on Effects of Self-Correction in Crowdsourced Microtasks. Hum. Comput. 8 (1) (2021)
Masaki Kobayashi
Information geometry of hyperbolic-valued Boltzmann machines. Neurocomputing 431 (2021)
Masaki Kobayashi
Quaternion-Valued Twin-Multistate Hopfield Neural Networks With Dual Connections. IEEE Trans. Neural Networks Learn. Syst. 32 (2) (2021)
Masaki Kobayashi
Noise Robust Projection Rule for Klein Hopfield Neural Networks. Neural Comput. 33 (6) (2021)
Masaki Kobayashi, Kei Wakabayashi, Atsuyuki Morishima
Human+AI Crowd Task Assignment Considering Result Quality Requirements. HCOMP (2021)
Masaki Kobayashi
Two-Level Complex-Valued Hopfield Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 32 (5) (2021)
Masaki Kobayashi
Quaternion Projection Rule for Rotor Hopfield Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 32 (2) (2021)
Ying Zhong, Masaki Kobayashi, Masaki Matsubara, Atsuyuki Morishima
Does Multi-Hop Crowdsourcing Work? A Case Study on Collecting COVID-19 Local Information. IEEE BigData (2021)
Masaki Kobayashi
Hyperbolic-valued Hopfield neural networks in hybrid mode. Neurocomputing 440 (2021)
Akiko Aizawa, Frédéric Bergéron, Junjie Chen, Fei Cheng, Katsuhiko Hayashi, Kentaro Inui, Hiroyoshi Ito, Daisuke Kawahara, Masaru Kitsuregawa, Hirokazu Kiyomaru, Masaki Kobayashi, Takashi Kodama, Sadao Kurohashi, Qianying Liu, Masaki Matsubara, Yusuke Miyao, Atsuyuki Morishima, Yugo Murawaki, Kazumasa Omura, Haiyue Song, Eiichiro Sumita, Shinji Suzuki, Ribeka Tanaka, Yu Tanaka, Masashi Toyoda, Nobuhiro Ueda, Honai Ueoka, Masao Utiyama, Ying Zhong
A System for Worldwide COVID-19 Information Aggregation. NLP4COVID@EMNLP (2020)
Masaki Kobayashi, Kei Wakabayashi, Atsuyuki Morishima
Quality-aware Dynamic Task Assignment in Human+AI Crowd. WWW (Companion Volume) (2020)
Masaki Kobayashi
Hopfield neural networks using Klein four-group. Neurocomputing 387 (2020)
Munenari Inoguchi, Keiko Tamura, Kousuke Uo, Masaki Kobayashi
Validation of CyborgCrowd Implementation Possibility for Situation Awareness in Urgent Disaster Response -Case Study of International Disaster Response in 2019-. IEEE BigData (2020)
Masaki Kobayashi
Noise Robust Projection Rule for Hyperbolic Hopfield Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 31 (1) (2020)
Masaki Kobayashi
Reducibilities of hyperbolic neural networks. Neurocomputing 378 (2020)
Masaki Kobayashi
Bicomplex Projection Rule for Complex-Valued Hopfield Neural Networks. Neural Comput. 32 (11) (2020)
Masaki Kobayashi
Diagonal rotor Hopfield neural networks. Neurocomputing 415 (2020)
Masaki Kobayashi
Matrix-valued twin-multistate Hopfield neural networks. Neurocomputing 397 (2020)
Masaki Kobayashi
Hyperbolic-Valued Hopfield Neural Networks in Synchronous Mode. Neural Comput. 32 (9) (2020)
Akiko Aizawa, Frédéric Bergéron, Junjie Chen, Fei Cheng, Katsuhiko Hayashi, Kentaro Inui, Hiroyoshi Ito, Daisuke Kawahara, Masaru Kitsuregawa, Hirokazu Kiyomaru, Masaki Kobayashi, Takashi Kodama, Sadao Kurohashi, Qianying Liu, Masaki Matsubara, Yusuke Miyao, Atsuyuki Morishima, Yugo Murawaki, Kazumasa Omura, Haiyue Song, Eiichiro Sumita, Shinji Suzuki, Ribeka Tanaka, Yu Tanaka, Masashi Toyoda, Nobuhiro Ueda, Honai Ueoka, Masao Utiyama, Ying Zhong
A System for Worldwide COVID-19 Information Aggregation. CoRR (2020)
Masaki Kobayashi
Storage capacity of hyperbolic Hopfield neural networks. Neurocomputing 369 (2019)
Tohru Nitta, Masaki Kobayashi, Danilo P. Mandic
Hypercomplex Widely Linear Estimation Through the Lens of Underpinning Geometry. IEEE Trans. Signal Process. 67 (15) (2019)
Masafumi Hayashi, Masaki Kobayashi, Masaki Matsubara, Toshiyuki Amagasa, Atsuyuki Morishima
Incentive Design for Crowdsourced Development of Selective AI for Human and Machine Data Processing: A Case Study. IEEE BigData (2019)
Kousuke Uo, Masaki Kobayashi, Masaki Matsubara, Yukino Baba, Atsuyuki Morishima
Active Learning Strategies for Hierarchical Labeling Microtasks. IEEE BigData (2019)
Masaki Kobayashi
O(2)-Valued Hopfield Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 30 (12) (2019)
Masaki Matsubara, Masaki Kobayashi, Atsuyuki Morishima
A Learning Effect by Presenting Machine Prediction as a Reference Answer in Self-correction. IEEE BigData (2018)
Masaki Kobayashi
Decomposition of Rotor Hopfield Neural Networks Using Complex Numbers. IEEE Trans. Neural Networks Learn. Syst. 29 (4) (2018)
Masaki Kobayashi
Stability of Rotor Hopfield Neural Networks With Synchronous Mode. IEEE Trans. Neural Networks Learn. Syst. 29 (3) (2018)
Masaki Kobayashi, Hiromi Morita, Masaki Matsubara, Nobuyuki Shimizu, Atsuyuki Morishima
An Empirical Study on Short- and Long-Term Effects of Self-Correction in Crowdsourced Microtasks. HCOMP (2018)
Masaki Kobayashi
Hyperbolic Hopfield neural networks with directional multistate activation function. Neurocomputing 275 (2018)
Masaki Kobayashi
Twin-multistate commutative quaternion Hopfield neural networks. Neurocomputing 320 (2018)
Masaki Kobayashi
Multistate vector product hopfield neural networks. Neurocomputing 272 (2018)
Masaki Kobayashi
Storage capacity of rotor Hopfield neural networks. Neurocomputing 316 (2018)
Masaki Kobayashi
Singularities of Three-Layered Complex-Valued Neural Networks With Split Activation Function. IEEE Trans. Neural Networks Learn. Syst. 29 (5) (2018)
Masaki Kobayashi
Storage Capacities of Twin-Multistate Quaternion Hopfield Neural Networks. Comput. Intell. Neurosci. 2018 (2018)
Masaki Kobayashi
Fixed points of symmetric complex-valued Hopfield neural networks. Neurocomputing 275 (2018)
Masaki Kobayashi
Symmetric Complex-Valued Hopfield Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 28 (4) (2017)
Masaki Kobayashi
Fixed points of split quaternionic hopfield neural networks. Signal Process. 136 (2017)
Masaki Kobayashi
Quaternionic Hopfield neural networks with twin-multistate activation function. Neurocomputing 267 (2017)
Masaki Kobayashi
Chaotic pseudo-orthogonalized Hopfield associative memory. Neurocomputing 241 (2017)
Masaki Kobayashi
Fast Recall for Complex-Valued Hopfield Neural Networks with Projection Rules. Comput. Intell. Neurosci. 2017 (2017)
Masaki Kobayashi
Symmetric quaternionic Hopfield neural networks. Neurocomputing 240 (2017)
Masaki Kobayashi
Gradient descent learning for quaternionic Hopfield neural networks. Neurocomputing 260 (2017)
Yasutomo Kinugasa, Tapio Saramäki, Yoshio Itoh, Naoto Sasaoka, Kazuki Shiogai, Masaki Kobayashi
Modified subband adaptive notch filters for eliminating multiple sinusoids with reduced bias and faster convergence. ISCAS (2017)
Kouji Shibata, Masaki Kobayashi
Simplification of Liquid Dielectric Property Evaluation Based on Comparison with Reference Materials and Electromagnetic Analysis Using the Cut-Off Waveguide Reflection Method. IEICE Trans. Electron. (10) (2017)
Masaki Kobayashi
Three-Dimensional Quaternionic Hopfield Neural Networks. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (7) (2017)
Masaki Kobayashi
Uniqueness theorem for quaternionic neural networks. Signal Process. 136 (2017)
Toshifumi Minemoto, Teijiro Isokawa, Nobuyuki Matsui, Masaki Kobayashi, Haruhiko Nishimura
Retrieval performance of Hopfield Associative Memory with Complex-valued and Real-valued neurons. IJCNN (2016)
Toshifumi Minemoto, Teijiro Isokawa, Masaki Kobayashi, Haruhiko Nishimura, Nobuyuki Matsui
Pattern Retrieval by Quaternionic Associative Memory with Dual Connections. ICONIP (3) (2016)
Masaki Kobayashi
Global Hyperbolic Hopfield Neural Networks. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (12) (2016)
Makoto Tsuchiya, Naoto Sasaoka, Yoshio Itoh, Kazuki Shiogai, Masaki Kobayashi
Bias free adaptive notch filter based on SSCF algorithm with decorrelation parameter. ISCIT (2015)
Toshifumi Minemoto, Teijiro Isokawa, Nobuyuki Matsui, Masaki Kobayashi, Haruhiko Nishimura
On the performance of Quaternionic Bidirectional Auto-Associative Memory. IJCNN (2015)
Masaki Kobayashi
Uniqueness Theorem of Complex-Valued Neural Networks with Polar-Represented Activation Function. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (9) (2015)
Masaki Kobayashi
Hybrid Quaternionic Hopfield Neural Network. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (7) (2015)
Michimasa Kitahara, Masaki Kobayashi
Projection Rule for Rotor Hopfield Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 25 (7) (2014)
Naoto Sasaoka, Kota Nakamura, Kazushi Otsuki, Yoshio Itoh, Masaki Kobayashi
Pre-inverse type active noise control with bias free structure. ISCCSP (2014)
Yozo Suzuki, Masaki Kobayashi
Complex-Valued Bipartite Auto-Associative Memory. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (8) (2014)
Kazuki Shiogai, Naoto Sasaoka, Masaki Kobayashi, Isao Nakanishi, James Okello, Yoshio Itoh
Bias Free Adaptive Notch Filter Based on Fourier Sine Series. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (2) (2014)
Yozo Suzuki, Masaki Kobayashi
Complex-valued bidirectional auto-associative memory. IJCNN (2013)
Masaki Kobayashi
Hyperbolic Hopfield Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 24 (2) (2013)
Kazuki Shiogai, Naoto Sasaoka, Yoshio Itoh, Yasutomo Kinugasa, Masaki Kobayashi
Fast convergence adaptive IIR notch filter using allpass filter and adaptive line enhancer. ISPACS (2013)
Masaki Kobayashi, Keisuke Kameyama
A Composite Illumination Invariant Color Feature and Its Application to Partial Image Matching. IEICE Trans. Inf. Syst. (10) (2012)
Yusaku Tanaka, Naoto Sasaoka, Yoshio Itoh, Masaki Kobayashi
Active noise control with bias free pre-inverse adaptive system. ISCAS (2012)
Shinichi Wada, Naoto Sasaoka, Yoshio Itoh, James Okello, Masaki Kobayashi
Speech enhancement based on bias free noise reconstruction method. ISPACS (2012)
Yozo Suzuki, Michimasa Kitahara, Masaki Kobayashi
Rotor Associative Memory with a Periodic Activation Function. IJCNN (2012)
Kazuki Shiogai, Naoto Sasaoka, Yoshio Itoh, Yasutomo Kinugasa, Masaki Kobayashi
Bias free adaptive exponential notch filter with low constant delay. ISCAS (2012)
Yusaku Tanaka, Naoto Sasaoka, Yoshio Itoh, Masaki Kobayashi
A study on active noise control based on preinverse adaptive system with bias free. ISPACS (2011)
Yozo Suzuki, Michimasa Kitahara, Masaki Kobayashi
Dynamic Complex-Valued Associative Memory with Strong Bias Terms. ICONIP (1) (2011)
Masaki Kobayashi, Hirofumi Yamada, Michimasa Kitahara
Noise Robust Gradient Descent Learning for Complex-Valued Associative Memory. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (8) (2011)
Masaki Kobayashi
Exceptional reducibility of complex-valued neural networks. IEEE Trans. Neural Networks 21 (7) (2010)
Michimasa Kitahara, Masaki Kobayashi
Fundamental Abilities of Rotor Associative Memory. ACIS-ICIS (2010)
Masaki Kobayashi, Keisuke Kameyama
User-adaptive image clustering using relevance feedback for efficient content-based retrieval. SMC (2008)
Masaki Kobayashi
Boltzmann Machines with Identified States. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (3) (2008)
Masaki Kobayashi
Pseudo-Relaxation Learning Algorithm for Complex-Valued Associative Memory. Int. J. Neural Syst. 18 (2) (2008)
Ryuichi Kanagawa, Eiji Kuno, James Okello, Naoto Sasaoka, Yoshio Itoh, Masaki Kobayashi
An equation error algorithm based on correlation function with variable delay. EUSIPCO (2008)
Masaki Kobayashi, James Okello, Yoshio Itoh
A Study on Pre-Inverse Adaptive System Based on Estimation of Minimum-Phase and Allpass Transfer Function. IEEE Trans. Circuits Syst. I Regul. Pap. (12) (2006)
Yoshiharu Hayashi, Mime Kobayashi, Katsuyoshi Sakaguchi, Nao Iwata, Masaki Kobayashi, Yo Kikuchi, Yoshimasa Takahashi
Protein Classification Using Comparative Molecular Interaction Profile Analysis System. J. Bioinform. Comput. Biol. 2 (3) (2004)
Yoshiharu Hayashi, Katsuyoshi Sakaguchi, Mime Kobayashi, Masaki Kobayashi, Yo Kikuchi, Eiichiro Ichiishi
Molecular evaluation using in silico protein interaction profiles. Bioinform. 19 (12) (2003)
Yasutomo Kinugasa, Yoshio Itoh, Masaki Kobayashi, Yutaka Fukui, James Okello
A study on the step size of cascaded adaptive notch filter utilizing allpass filter. ISCAS (4) (2003)
Yoshiharu Hayashi, Katsuyoshi Sakaguchi, Nao Iwata, Masaki Kobayashi
Molecular Evaluation using Comparative Molecular Interaction Profile Analysis system. CSB (2003)
Masaaki Hanaoka, Masaki Kobayashi, Haruaki Yamazaki
Automatic sleep stage scoring based on waveform recognition method and decision-tree learning. Systems and Computers in Japan 33 (11) (2002)
Masaki Kobayashi, Motonobu Hattori, Haruaki Yamazaki
Multidirectional associative memory with a hidden layer. Systems and Computers in Japan 33 (6) (2002)
Yasutomo Kinugasa, James Okello, Yoshio Itoh, Masaki Kobayashi, Yutaka Fukui
A new algorithm for adaptive notch filter with sub-band filtering. ISCAS (2) (2001)
James Okello, T. Kinugasa, Yoshio Itoh, Yutaka Fukui, Masaki Kobayashi
A new unbiased equation error algorithm for IIR ADF and its application to ALE. ICASSP (2001)
Tomo Munehisa, Masaki Kobayashi, Haruaki Yamazaki
Cooperative updating in the Hopfield model. IEEE Trans. Neural Networks 12 (5) (2001)
James Okello, Yasutomo Kinugasa, Yoshio Itoh, Yutaka Fukui, Masaki Kobayashi
A new unbiased online algorithm for equation error IIR ADF. ISCAS (2) (2001)
Masaaki Hanaoka, Masaki Kobayashi, Haruaki Yamazaki
RWS (Random Walk Splitting): A Random Walk Based Discretization of Continuous Attributes. PRICAI (2000)
James Okello, Shin'ichi Arita, Yoshio Itoh, Yutaka Fukui, Masaki Kobayashi
An adaptive notch filter for eliminating multiple sinusoids with reduced bias. ISCAS (2000)

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Publication Activity (10 Years)

Top Topics

Top Venues

Masaki Kobayashi