Extreme Learning Machines on Cayley-Dickson Algebra Applied for Color Image Auto-Encoding G Vieira, ME Valle 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 24 | 2020 |
A general framework for hypercomplex-valued extreme learning machines G Vieira, ME Valle Journal of Computational Mathematics and Data Science 3, 100032, 2022 | 13 | 2022 |
Acute lymphoblastic leukemia detection using hypercomplex-valued convolutional neural networks G Vieira, ME Valle 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 11 | 2022 |
Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion Modelling G Vieira, E Grassucci, ME Valle, D Comminiello 2023 IEEE 33rd International Workshop on Machine Learning for Signal …, 2023 | 2 | 2023 |
Extending the Universal Approximation Theorem for a Broad Class of Hypercomplex-Valued Neural Networks WL Vital, G Vieira, ME Valle Brazilian Conference on Intelligent Systems, 646-660, 2022 | 2 | 2022 |
Vector-Valued Hopfield Neural Networks and Distributed Synapse Based Convolutional and Linear Time-Variant Associative Memories RM Garimella, ME Valle, G Vieira, A Rayala, D Munugoti Neural Processing Letters 55 (4), 4163-4182, 2023 | 1 | 2023 |
Hypercomplex-valued feedforward neural networks= Redes neurais progressivas com valores hipercomplexos GV Neto [sn], 2023 | | 2023 |
Clifford Convolutional Neural Networks for Lymphoblast Image Classification G Vieira, ME Valle, W Lopes International Conference on Advanced Computational Applications of Geometric …, 2022 | | 2022 |
An Overview of Quaternion-Valued Multilayer Neural Networks G Vieira Unicamp, 2018 | | 2018 |