| 2016 | ICONIP | Automatic Design of Neural Network Structures Using AiS. | Toshisada Mariyama, Kunihiko Fukushima, Wataru Matsumoto |
| 2016 | ICONIP | A Deep Neural Network Architecture Using Dimensionality Reduction with Sparse Matrices. | Wataru Matsumoto, Manabu Hagiwara, Petros T. Boufounos, Kunihiko Fukushima, Toshisada Mariyama, Xiongxin Zhao |
| 2016 | IJCNN | Margined Winner-Take-All: New learning rule for pattern recognition. | Kunihiko Fukushima |
| 2015 | IJCNN | Deep convolutional network neocognitron: Improved Interpolating-Vector. | Kunihiko Fukushima, Hayaru Shouno |
| 2014 | ICANN | One-Shot Learning with Feedback for Multi-layered Convolutional Network. | Kunihiko Fukushima |
| 2014 | ICONIP | Add-if-Silent Rule for Training Multi-layered Convolutional Network Neocognitron. | Kunihiko Fukushima |
| 2011 | ICONIP | Neocognitron Trained by Winner-Kill-Loser with Triple Threshold. | Kunihiko Fukushima, Isao Hayashi, Jasmin Lveill |
| 2010 | ICONIP | Increased Robustness against Background Noise: Pattern Recognition by a Neocognitron. | Kunihiko Fukushima |
| 2008 | ICANN | Neural Network Capable of Amodal Completion. | Kunihiko Fukushima |
| 2007 | ICONIP | Recent Advances in the Neocognitron. | Kunihiko Fukushima |
| 2007 | ICONIP | Interpolating Vectors: Powerful Algorithm for Pattern Recognition. | Kunihiko Fukushima |
| 2007 | IJCNN | Robust Pattern Recognition by Interpolating Vectors. | Kunihiko Fukushima |
| 2006 | ICAISC | Selective Motion Analysis Based on Dynamic Visual Saliency Map Model. | Inwon Lee, Sang-Woo Ban, Kunihiko Fukushima, Minho Lee |
| 2005 | ICANN | Neural Network Model for Extracting Optic Flow. | Kunihiko Fukushima, Kazuya Tohyama |
| 2005 | IJCNN | Neural network model for analyzing optic flow. | Kazuya Tohyama, Kunihiko Fukushima |
| 2004 | IJCNN | Extracting symmetry axes: a neural network model. | Kunihiko Fukushima, Masayuki Kikuchi |
| 2003 | ICANN | Restoring Partly Occluded Patterns: A Neural Network Model with Backward Paths. | Kunihiko Fukushima |
| 2003 | IJCNN | Neural network models for vision. | Kunihiko Fukushima |
| 2003 | KES | Neural Network Model Restoring Partly Occluded Patterns. | Kunihiko Fukushima |
| 2003 | KES | Assignment of Figural Side to Contours Based on Symmetry, Parallelism, and Convexity. | Masayuki Kikuchi, Kunihiko Fukushima |
| 2001 | ICANN | Neocognitron of a New Version: Handwritten Digit Recognition. | Kunihiko Fukushima |
| 2000 | IJCNN | Recognition of Occluded Patterns: A Neural Network Model. | Kunihiko Fukushima |
| 2000 | IJCNN | Pattern Recognition with Eye Movement: A Neural Network Model. | Masayuki Kikuchi, Kunihiko Fukushima |
| 1999 | IJCNN | Self-organization of shift-invariant receptive fields. | Kunihiko Fukushima |
| 1999 | IWANN | Self-Organization of Shift-Invariant Receptive Fields. | Kunihiko Fukushima, Kazuya Yoshimoto |
| 1998 | ICONIP | Self-Organization of Shift-Invariant Receptive Fields through Pre- and Post-Synaptic Competition. | Kunihiko Fukushima, Kazuya Yoshimoto |
| 1998 | ICONIP | Neural Network Model Completing Occluded Contour. | Masayuki Kikuchi, Koichi Anada, Kunihiko Fukushima |
| 1998 | ICONIP | Modular Structure of Neocognitron to Pattern Recognition. | Jos Hiroki Saito, Kunihiko Fukushima |
| 1997 | ICANN | Recognition and Segmentation of Components of a Face by a Multi-Resolution Neural Network. | Kunihiko Fukushima, Hideki Hashimoto |
| 1997 | ICONIP | A Neural Network Model for Detecting the Motion of an Object Whose Vertexes are Masked. | H. Matsuda, Masayuki Kikuchi, Kunihiko Fukushima |
| 1996 | ICANN | Neural Network Model Recalling Spatial Maps. | Kunihiko Fukushima, Yoshio Yamaguchi, Masato Okada |
| 1993 | ICDAR | Connected character recognition with a neural network. | Kunihiko Fukushima |
| 1979 | IJCAI | Self-Organization of a Neural Network which Gives Position-Invariant Response. | Kunihiko Fukushima |