Search Results - "Del Moral Hernandez, Emı́lio"

Plasma etching of electrospun polymeric nanofibres by Verdonck, Patrick, Calíope, Priscila Braga, Hernandez, Emílio Del Moral, da Silva, Ana Neilde R.

“…Electrospun polymeric nanofibres have several applications because of their high surface area to volume and high length to diameter ratios. This paper…”
Get full text

SOMprocessor: A high throughput FPGA-based architecture for implementing Self-Organizing Maps and its application to video processing by Sousa, Miguel Angelo de Abreu de, Pires, Ricardo, Del-Moral-Hernandez, Emilio

“…The design of neuromorphic chips aims to develop electronic circuits dedicated to executing artificial neural networks, mainly by exploring parallel…”
Get full text

Identification of the Jiles–Atherton model parameters using random and deterministic searches by Del Moral Hernandez, Emilio, S. Muranaka, Carlos, Cardoso, José R

“…The five parameters of the Jiles–Atherton (J–A) model are identified using a simple program based on the Matlab platform which identifies the J–A parameters…”
Get full text

An artificial life approach for the animation of cognitive characters by Miranda, Fábio Roberto, Kögler, João Eduardo, Del Moral Hernandez, Emı́lio, Lobo Netto, Márcio

“…This paper addresses the problem of cognitive character animation. We propose the use of finite state machines for the behavioral control of characters. Our…”
Get full text

Non-homogenous neural networks with chaotic recursive nodes: Connectivity and multi-assemblies structures in recursive processing elements architectures by Del Moral Hernandez, Emilio

“…This paper addresses recurrent neural architectures based on bifurcating nodes that exhibit chaotic dynamics, with local dynamics defined by first order…”
Get full text

Neural networks with chaotic recursive nodes: techniques for the design of associative memories, contrast with Hopfield architectures, and extensions for time-dependent inputs by Del-Moral-Hernandez, Emilio

“…This paper addresses the coding and storage of information in neural architectures with bifurcating recursive nodes that exhibit chaotic dynamics. It describes…”
Get full text

Reinforcement learning approaches for the stochastic discrete lot-sizing problem on parallel machines by Felizardo, Leonardo Kanashiro, Fadda, Edoardo, Del-Moral-Hernandez, Emilio, Brandimarte, Paolo

“…This paper addresses the stochastic discrete lot-sizing problem on parallel machines, which is a computationally challenging problem also for relatively small…”
Get full text

Improving regression predictions using individual point reliability estimates based on critical error scenarios by Matsumoto, Elia Yathie, Del-Moral-Hernandez, Emilio

“…We present a method to improve computed regression prediction values for unseen data. It aims at obtaining more accurate results by adjusting the calculated…”
Get full text

Forecasting US dollar exchange rate movement with computational models and human behavior by Matsumoto, Elia Yathie, Del-Moral-Hernandez, Emilio, Yoshinaga, Claudia Emiko, de Campos Pinto, Afonso

“…•Benefits are adding Behavioral Finance to the Machine Learning framework.•We assume Calendar Effects induce deterministic patterns in financial time…”
Get full text

Outperforming algorithmic trading reinforcement learning systems: A supervised approach to the cryptocurrency market by Felizardo, Leonardo Kanashiro, Lima Paiva, Francisco Caio, de Vita Graves, Catharine, Matsumoto, Elia Yathie, Costa, Anna Helena Reali, Del-Moral-Hernandez, Emilio, Brandimarte, Paolo

“…The interdisciplinary relationship between machine learning and financial markets has long been a theme of great interest among both research communities…”
Get full text

An FPGA-based SOM circuit architecture for online learning of 64-QAM data streams by de Abreu de Sousa, Miguel Angelo, Pires, Ricardo, Perseghini, Sara D. dos S., Del-Moral-Hernandez, Emilio

“…Responsible for fast transmission and large data volume, Quadrature Amplitude Modulation (QAM) has been applied in many communication systems, which explains…”
Get full text

Human actions recognition in video scenes from multiple camera viewpoints by Itano, Fernando, Pires, Ricardo, de Abreu de Sousa, Miguel Angelo, Del-Moral-Hernandez, Emilio

“…[Display omitted] Internet of Video Things (IoVT) has been proposed and studied as a scenario where video cameras are ubiquitous and continuously acquiring…”
Get full text

OFDM symbol identification by an unsupervised learning system under dynamically changing channel effects by de Abreu de Sousa, Miguel Angelo, Pires, Ricardo, Del-Moral-Hernandez, Emilio

“…Orthogonal frequency-division multiplexing (OFDM) is one of the most successful digital communication techniques. Nevertheless, the decrease in inter-symbol…”
Get full text

Fragmented Basins of Attraction of Recursive Processing Elements in Associative Neural Networks and its Impact on Pattern Recovery Performance by Del Moral Hernandez, E.

“…This paper addresses recurrent neural architectures based on coupled bifurcating nodes that exhibit chaotic dynamics. The nodes are composed of logistic…”
Get full text

Solving the optimal stopping problem with reinforcement learning: an application in financial option exercise by Felizardo, Leonardo Kanashiro, Matsumoto, Elia, Del-Moral-Hernandez, Emilio

“…The optimal stopping problem is a category of decision problems with a specific constrained configuration. It is relevant to various real-world applications…”
Get full text

Extending MLP ANN hyper-parameters Optimization by using Genetic Algorithm by Itano, Fernando, de Abreu de Sousa, Miguel Angelo, Del-Moral-Hernandez, Emilio

“…Optimizing the hyper-parameters of a multi-layer perceptron (MLP) artificial neural network (ANN) is not a trivial task, and even today the trial-and-error…”
Get full text

Solving the optimal stopping problem with reinforcement learning: an application in financial option exercise by Felizardo, Leonardo Kanashiro, Matsumoto, Elia, Del-Moral-Hernandez, Emilio

“…The optimal stopping problem is a category of decision problems with a specific constrained configuration. It is relevant to various real-world applications…”
Get full text

Reinforcement Learning Applied to Trading Systems: A Survey by Felizardo, Leonardo Kanashiro, Paiva, Francisco Caio Lima, Costa, Anna Helena Reali, Del-Moral-Hernandez, Emilio

“…Financial domain tasks, such as trading in market exchanges, are challenging and have long attracted researchers. The recent achievements and the consequent…”
Get full text

A CMOS Squarer Based Nonlinear Filter for Spike Detection by Saldana-Pumarica, Julio, Del-Moral-Hernandez, Emilio

“…In this paper it is presented a squarer based nonlinear operator for spike detection and its CMOS hardware implementation. The performance of the proposed…”
Get full text

An FPGA distributed implementation model for embedded SOM with on-line learning by de Abreu de Sousa, Miguel Angelo, Del-Moral-Hernandez, Emilio

“…Neuroengineering has contributed to the increasing capability of embedded hardware to efficiently execute neural computation models. These hardware structures,…”
Get full text