Luis Sa-Couto

According to our database, Luis Sa-Couto authored at least 14 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Can a Hebbian-like learning rule be avoiding the curse of dimensionality in sparse distributed data?

Maria Osório, Luis Sa-Couto, Andreas Wichert

Biol. Cybern., December, 2024

2023

Competitive learning to generate sparse representations for associative memory.

Luís Sa-Couto, Andreas Wichert

Neural Networks, November, 2023

Classification and generation of real-world data with an associative memory model.

Rodrigo Simas, Luis Sa-Couto, Andreas Wichert

Neurocomputing, September, 2023

Self-organizing maps on "what-where" codes towards fully unsupervised classification.

Luis Sa-Couto, Andreas Wichert

Biol. Cybern., June, 2023

2022

"What-Where" sparse distributed invariant representations of visual patterns.

Luis Sa-Couto, Andreas Wichert

Neural Comput. Appl., 2022

Using brain inspired principles to unsupervisedly learn good representations for visual pattern recognition.

Luis Sa-Couto, Andreas Wichert

Neurocomputing, 2022

The smooth output assumption, and why deep networks are better than wide ones.

Luis Sa-Couto, Jose Miguel Ramos, Andreas Wichert

CoRR, 2022

Understanding the double descent curve in Machine Learning.

Luis Sa-Couto, Jose Miguel Ramos, Miguel Almeida, Andreas Wichert

CoRR, 2022

Multi-level Data Representation For Training Deep Helmholtz Machines.

Jose Miguel Ramos, Luis Sa-Couto, Andreas Wichert

CoRR, 2022

Multiple-Modality Associative Memory: a framework for Learning.

Rodrigo Simas, Luis Sa-Couto, Andreas Wichert

CoRR, 2022

2021

Simple Convolutional-Based Models: Are They Learning the Task or the Data?

Luis Sa-Couto, Andreas Wichert

Neural Comput., 2021

Machine Learning - A Journey to Deep Learning - with Exercises and Answers

Andreas Wichert, Luis Sa-Couto

WorldScientific, ISBN: 9789811234071, 2021

2020

Storing Object-Dependent Sparse Codes in a Willshaw Associative Network.

Luis Sa-Couto, Andreas Wichert

Neural Comput., 2020

2019

Attention Inspired Network: Steep learning curve in an invariant pattern recognition model.

Luis Sa-Couto, Andreas Wichert

Neural Networks, 2019