Personal Information
Organización/Lugar de trabajo
Porto Alegre Area, Brazil Brazil
Ocupación
Professor at Instituto Federal de Educação, Ciência e Tecnologia do Rio Grande do Sul
Sector
Education
Sitio web
http://www.inf.ufrgs.br/~rcpinto
Acerca de
Started in 1998 as a desktop programmer with Delphi and Visual Basic. Web developer from 2002 to 2013. Currently a professor at IFRS - Canoas.
My passion is Artificial Intelligence. In my undergrad thesis, I've developed a neocortex inspired algorithm using a hierarchy of Kohonen Self-Organizing Maps, based on the Memory-Prediction Framework. In my master's dissertation, I worked with recurrent neural networks and integrated them with Gaussian mixture models. Currently working with reinforcement learning and Gaussian mixture models in my Ph.D. My goals are to teach computer science (AI) (done!) and to create an Artificial General Intellgence (AGI) / (super)Human Level AI.
Also, more as ...
Etiquetas
inteligência artificial
artificial intelligence
neural networks
redes neurais
computational intelligence
robótica
inteligência computacional
genetic algorithms
evolutionary computation
deep learning
evolution
natural selection
seleção natural
computação evolutiva
algoritmos genéticos
pagerank
google
breadth-first search
depth-first search
graphs
search
bfs
dfs
class
pattern recognition
reconhecimento de padrões
gesture recognition
digital signal processing
slow feature analysis
sfa
dsp
mapping
localization
robotics
slam
rat slam
ratslam
spatio-temporal pattern processing
reservoir computing
time-series prediction
online learning
gaussian mixture models
recurrent neural networks
master thesis
agressive learning
one-shot learning
neat
algoritmos genticos
aprendizagem de mquina
neural nets
hyperneat
machine learning
Ver más
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Personal Information
Organización/Lugar de trabajo
Porto Alegre Area, Brazil Brazil
Ocupación
Professor at Instituto Federal de Educação, Ciência e Tecnologia do Rio Grande do Sul
Sector
Education
Sitio web
http://www.inf.ufrgs.br/~rcpinto
Acerca de
Started in 1998 as a desktop programmer with Delphi and Visual Basic. Web developer from 2002 to 2013. Currently a professor at IFRS - Canoas.
My passion is Artificial Intelligence. In my undergrad thesis, I've developed a neocortex inspired algorithm using a hierarchy of Kohonen Self-Organizing Maps, based on the Memory-Prediction Framework. In my master's dissertation, I worked with recurrent neural networks and integrated them with Gaussian mixture models. Currently working with reinforcement learning and Gaussian mixture models in my Ph.D. My goals are to teach computer science (AI) (done!) and to create an Artificial General Intellgence (AGI) / (super)Human Level AI.
Also, more as ...
Etiquetas
inteligência artificial
artificial intelligence
neural networks
redes neurais
computational intelligence
robótica
inteligência computacional
genetic algorithms
evolutionary computation
deep learning
evolution
natural selection
seleção natural
computação evolutiva
algoritmos genéticos
pagerank
google
breadth-first search
depth-first search
graphs
search
bfs
dfs
class
pattern recognition
reconhecimento de padrões
gesture recognition
digital signal processing
slow feature analysis
sfa
dsp
mapping
localization
robotics
slam
rat slam
ratslam
spatio-temporal pattern processing
reservoir computing
time-series prediction
online learning
gaussian mixture models
recurrent neural networks
master thesis
agressive learning
one-shot learning
neat
algoritmos genticos
aprendizagem de mquina
neural nets
hyperneat
machine learning
Ver más