| An extension of the back-propagation algorithm to complex numbers T Nitta Neural Networks 10 (8), 1391-1415, 1997 | 391 | 1997 |
| Complex-valued neural networks: Utilizing high-dimensional parameters: Utilizing high-dimensional parameters T Nitta IGI global, 2009 | 227 | 2009 |
| Solving the XOR problem and the detection of symmetry using a single complex-valued neuron T Nitta Neural Networks 16 (8), 1101-1105, 2003 | 222 | 2003 |
| Orthogonality of decision boundaries in complex-valued neural networks T Nitta Neural computation 16 (1), 73-97, 2004 | 182 | 2004 |
| Applications of Clifford¢s geometric algebra E Hitzer, T Nitta, Y Kuroe Advances in Applied Clifford Algebras 23, 377-404, 2013 | 167 | 2013 |
| A quaternary version of the back-propagation algorithm T Nitta Proceedings of ICNN'95-International Conference on Neural Networks 5, 2753-2756, 1995 | 120 | 1995 |
| An analysis of the fundamental structure of complex-valued neurons T Nitta Neural Processing Letters 12, 239-246, 2000 | 81 | 2000 |
| A complex back-propagation learning T Nitta Transactions of Information Processing Society of Japan 34, 29-38, 1993 | 77 | 1993 |
| On the critical points of the complex-valued neural network T Nitta Proceedings of the 9th International Conference on Neural Information …, 2002 | 61 | 2002 |
| Local minima in hierarchical structures of complex-valued neural networks T Nitta Neural Networks 43, 1-7, 2013 | 50 | 2013 |
| The computational power of complex-valued neuron T Nitta International Conference on Artificial Neural Networks, 993-1000, 2003 | 50 | 2003 |
| An extension of the back-propagation algorithm to quaternions T Nitta Proceedings of International Conference on Neural Information Processing …, 1996 | 47 | 1996 |
| A solution to the 4-bit parity problem with a single quaternary neuron T Nitta Neural Information Processing-Letters and Reviews 5 (2), 33-39, 2004 | 44 | 2004 |
| A back-propagation algorithm for complex numbered neural networks T Nitta Proceedings of 1993 International Conference on Neural Networks (IJCNN-93 …, 1993 | 44 | 1993 |
| A complex numbered version of the back-propagation algorithm T Nitta Proc. INNS World Congress on Neural Networks, 1993 3, 576-579, 1993 | 42 | 1993 |
| Performance bounds of quaternion estimators Y Xia, C Jahanchahi, T Nitta, DP Mandic IEEE Transactions on Neural Networks and Learning Systems 26 (12), 3287-3292, 2015 | 37 | 2015 |
| On the inherent property of the decision boundary in complex-valued neural networks T Nitta Neurocomputing 50, 291-303, 2003 | 36 | 2003 |
| On the decision boundaries of hyperbolic neurons T Nitta, S Buchholz 2008 IEEE International Joint Conference on Neural Networks (IEEE World …, 2008 | 35 | 2008 |
| Resolution of singularities introduced by hierarchical structure in deep neural networks T Nitta IEEE Transactions on Neural Networks and Learning Systems 28 (10), 2282-2293, 2016 | 31 | 2016 |
| A backpropagation algorithm for neural networks based an 3D vector product T Nitta Proceedings of 1993 International Conference on Neural Networks (IJCNN-93 …, 1993 | 31 | 1993 |
