論文

• 出口利憲・石井直宏, “カオスニューラルネットにおける特徴による連想ダイナミクスの制御,” 電子情報通信学会論文誌, J78-D-II, 8, pp.1223-1230, (1995).
• 出口利憲・石井直宏, “サーチアクセスのためのシナプス前抑制モデル,” 電子情報通信学会論文誌, J80-D-II, 2, pp.618-625, (1997).
• Toshinori Deguchi and Naohiro Ishii, “Simulation Results on the Rate of Success in Chaotic Search of Patterns in Neural Networks,” International Journal of Chaos Theory and Applications, Vol.2, Nr.1, pp.47-57, (1997).
• 出口利憲・石井直宏, “カオスニューラルネットによる周期パターンの検索,” 電子情報通信学会論文誌, J81-D-II, 4, pp.752--759, (1998).
• 出口利憲, “カオスニューラルネットワークにおけるサーチアクセスに関する研究,” 名古屋工業大学博士学位論文, (1998.12)
• Toshinori Deguchi and Naohiro Ishii, “Search of General Patterns in the Chaotic Neural Network by Using Pattern Translation,” International Journal of Knowledge-Based Intelligent Engineering Systems, Vol.3, No.4, pp.205--214, (1999).
• 出口利憲・酒井哲平・石井直宏, “逐次学習によるカオスニューラルネットの記憶容量,” 岐阜工業高等専門学校紀要，第40号，pp.59-62, 2005.3.1．
• 出口利憲・石井直宏, “内部記憶を持つニューラルネットワークにおける遅れ学習と生成された内部記憶,” 岐阜工業高等専門学校紀要，第43号，pp.43--50, 2008.3.1．
• 出口利憲・木村俊貴, “逐次学習における連想記憶の誤り訂正能力,” 岐阜工業高等専門学校紀要，第46号，pp.67--70, 2011.3.1．

国際会議

• Toshinori Deguchi, Naohiro Ishii, “Memory Search by Matching Features in Chaotic Neural Network,” Proceedings of International Conference on Neural Information Processing, Vol 2, pp.884--889, (1994).
• Toshinori DEGUCHI and Naohiro ISHII, “Search of Associative Memories based on Feature Matching in Chaotic Neural Networks,” Proceedings of The 3rd International Conference on Fuzzy Logic, Neural Nets and Soft Computing, pp.423-426, (1994).
• Toshinori Deguchi and Naohiro Ishii, “Control of Memory Search by Matching Features with Presynaptic Inhibition”, 1995 IEEE International Conference on Neural Networks Proceedings, pp.2566-2571, (1995).
• Toshinori DEGUCHI and Naohiro ISHII, “On the Patterns in Search of Associative Memory by Matching Features,” Methodologies for the conception, design, and application of intelligent system, World Scientific, Vol.2, pp.933-936 (1996).
• Toshinori Deguchi and Naohiro Ishii, “Time and Rate of Success in Chaotic Search of Cyclic Memories,” Progress in Connectionist-Based Information Systems, Springer-Verlag, Vol.1, pp.186-189 (1997).
• Toshinori Deguchi and Naohiro Ishii, “Search Time of Cyclic Patterns in Chaotic Neural Network,” Proceedings of 4th International Conference on Knowledge-Based Intelligent Engineering Systems & Allied Technologies, Vol.1, pp.401-404 (2000).
• Sinya Asakawa, Toshinori Deguchi and Naohiro Ishii, “On-Demand Learning in Neural Network,” Proceedings of the ACIS 2nd International Conference on Software Engineering, Artificial Intelligence, Networking & Parallel/Distributed Computing, pp.84-89 (2001).
• Toshinori Deguchi and Naohiro Ishii, “On Refractoriness of Chaotic Neurons in Incremental Learning,” Brain Inspired Cognitive Systems 2004, 29 August - 1 September 2004, University of Stirling, Scotland, UK, BIS8.2. (7page)
• Toshinori Deguchi, and Naohiro Ishii, “On Refractory Parameter of Chaotic Neurons in Incremental Learning,” Lecture Notes in Artificail Intelligece 3214, Knowledge-Based Intelligent Information and Engineering Systems, 8th International Conference, KES 2004 Wellington, New Zealand, Septermber 20-25, 2004 Proceedings, Part II, pp.103-109, 2004.
• Toshinori Deguchi, and Naohiro Ishii, “Delayed Learning on Internal Memory Network and Organizing Internal States,” Lecture Notes in Computer Science, Volume 3971 / 2006, Advances in Neural Networks --- ISNN 2006: Third International Symposium on Neural Networks, ISNN 2006, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part I, pp.502-508, 2006
• Toshinori Deguchi, and Naohiro Ishii, “Delayed Learning and Organized States,” Knowledge-Based Intelligent Information and Engineering Systems, 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Vietri sul Mare, Italy, September 12-14, 2007. Proceedings, Part II, pp.1029-1036, 2007
• Toshinori Deguchi, Keisuke Matsuno, and Naohiro Ishii, “On Capacity of Memory in Chaotic Neural Networks with Incremental Learning,” Knowledge-Based Intelligent Information and Engineering Systems, 12th International Conference, KES 2008, Zagreb, Croatia, September 3-5, 2008, Proceedings, Part II, Lecture Notes in Computer Science, Volume 5178/2008, Springer Berlin / Heidelberg, pp.919-925, 2008.
• Toshinori Deguchi, Keisuke Matsuno, Toshiki Kimura, and Naohiro Ishii, “Capacity of Memory and Error Correction Capability in Chaotic Neural Networks with Incremental Learning,” 8th IEEE/ACIS International Conference on Computer and Information Science, ICIS2009, June 1-3, 2009, Shanghai, China, Studies in Computational Intelligence, Computer and Information Science 2009, Volume 208/2009, Springer Berlin / Heidelberg, pp.295-302, 2009.
• Toshinori Deguchi, Keisuke Matsuno, Toshiki Kimura, and Naohiro Ishii, “Error Correction Capability in Chaotic Neural Networks,” 21st IEEE International Conference on Tools with Artificial Intelligence, Newark, New Jersey, USA, 2-4 November 2009, pp.687-692, 2009.
• Keisuke Matsuno, Toshinori Deguchi, and Naohiro Ishii, “On Influence of Refractory Parameter in Incremental Learning,” 9th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2010), August 18-20, 2010, Yamagata, Japan, Studies in Computational Intelligence, Computer and Information Science 2010, Vol.137, Springer-Verlag Berlin Heidelberg, pp.13-21 2010.

翻訳

• Toshinori Deguchi and Naohiro Ishii, “Control of Associative Dynamics by Matching Features in Chaotic Neural Network”, Systems and Computers in Japan, SCRIPTA TECHNICA, INC., Vol.27, No.5, pp.47-54, (1996).
• Toshinori Deguchi and Naohiro Ishii, “Search for Cyclic Patterns by a Chaotic Neural Network”, Systems and Computers in Japan, SCRIPTA TECHNICA, INC., Vol.29, No.11, pp.1-8, (1998).