Guilherme Vieira

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Fourier Transform

Bayes Error Rate

Extreme Learning Machines

Top Venues

Neural Process. Lett.

Publications

Marcos Eduardo Valle, Wington L. Vital, Guilherme Vieira
Universal Approximation Theorem for Vector- and Hypercomplex-Valued Neural Networks. CoRR (2024)
Guilherme Vieira, Eleonora Grassucci, Marcos Eduardo Valle, Danilo Comminiello
Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion Modelling. CoRR (2023)
Guilherme Vieira, Eleonora Grassucci, Marcos Eduardo Valle, Danilo Comminiello
Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion Modelling. MLSP (2023)
Rama Murthy Garimella, Marcos Eduardo Valle, Guilherme Vieira, Anil Rayala, Sai Dileep Munugoti
Vector-Valued Hopfield Neural Networks and Distributed Synapse Based Convolutional and Linear Time-Variant Associative Memories. Neural Process. Lett. 55 (4) (2023)
Guilherme Vieira, Jie Zhang
Peer-to-Peer Energy Trading in a Microgrid Leveraged by Smart Contracts. CoRR (2022)
Wington L. Vital, Guilherme Vieira, Marcos Eduardo Valle
Extending the Universal Approximation Theorem for a Broad Class of Hypercomplex-Valued Neural Networks. BRACIS (2) (2022)
Guilherme Vieira, Marcos Eduardo Valle
Acute Lymphoblastic Leukemia Detection Using Hypercomplex-Valued Convolutional Neural Networks. CoRR (2022)
Guilherme Vieira, Marcos Eduardo Valle
Acute Lymphoblastic Leukemia Detection Using Hypercomplex-Valued Convolutional Neural Networks. IJCNN (2022)
Wington L. Vital, Guilherme Vieira, Marcos Eduardo Valle
Extending the Universal Approximation Theorem for a Broad Class of Hypercomplex-Valued Neural Networks. CoRR (2022)
Guilherme Vieira, Marcos Eduardo Valle
A General Framework for Hypercomplex-valued Extreme Learning Machines. CoRR (2021)
Guilherme Vieira, Marcos Eduardo Valle
Extreme Learning Machines on Cayley-Dickson Algebra Applied for Color Image Auto-Encoding. IJCNN (2020)