Project

General

Profile

Agostinho Cláudio da Rosa

Pherograpgy

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Interests

  • Sleep
  • Biomedical Engineering
  • Neural Engineering
  • Evolutionary Algorithms
  • Artificial Life
  • Swarm Optimization
  • Image Processing
  • Bioinformatics
  • GPU processing
  • Parallel Processing

Bibliography

  • Symbolic Sleep
  • Cyclic Alternating Pattern
  • European Data Format
  • K-Complex Model

Bio Inspired Computing:

Artificial Life
Modeling of bio systems and their simulations with artificial agents in order to make optimization scenarios and predictions.
Main applications:
Gaia - Critters living in digital environment, striving to survive by learning through evolving Neural Networks - C
Tumors cell grow - modeling of cells interaction - Matlab
Artificial Immune System - modeling of the human immune system using agents with evolutionary capacity for study of immune reactions and behavior - c
Influenza - modeling of influenza virus HxNx for behavioral predictions - Lais Java
Mildium Plasmopara viticola - modeling the life cycle of the fungus and its interaction with the environment for pest control - Java
Olive Fly Bractocera olea - modeling the life cycle of the olive fly and its interaction with the environment, for pest control and production prediction - Java
Dengue Aedes aegypti - modelling the life cycle of the vector and its interaction with humans and environment for vector control and epidemic management - LAIS Java
- Predator Prey model - general model simulator with implementation in different computational architectures - mix

Evolutionary Algorithms
Genetic algorithms - new paradigms and operators
Applications: Serious games, timetabling, Job shop scheduling, polynomial roots, path optimization, delivery system optimization

Swarm Intelligence
Swarm behavior and interaction rules development
Influence Grid topologies
Applications: digital habitats, PSO, Collectivize Evolution

Bio-medicine:

Sleep Analysis
Automatic analysis of sleep macro and micro-structure
The Language of Sleep - symbolic or Linguistic representation of Sleep EEG

NeuroFeedback
Training Protocols standardization
Closed-loop Meditation
Clinical Applications: Tension Migraine, Schizophrenia, AVC rehabilitation, etc
Enhancement Applications: Short term Memory, attention, concentration, balance, SSVEP-BCI
Sport performance: Peripheral Vision (Scanned and Intrinsic)

Image Processing
X-ray images and video - analysis for teomic applications
Ultrasound mammography
Evolutionary Algorithms for image enhancements
Con-focal microscopy

BioInformatics
Multiple Sequence Alignment
Protein Structures

Brain Computer Interfaces
SSVEP
Evoked Potentials

Computing:

Parallel Clusters
Collective Computing

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