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Brain Inspired Cognitive Systems 2008

Part of the Advances in Experimental Medicine and Biology Book Series (volume 657)

Editors: Hussain, Amir; Aleksander, Igor; Smith, Leslie S.; Barros, Allan Kardec; Chrisley, Ron; Cutsuridis, Vassilis

DOI: 10.1007/978-0-387-79100-5

ISBN: 978-0-387-79099-2

Publisher: Springer New York - Springer Journals

Nov 21, 2009

1 - 10 of 19 Chapters

LitStream

Effects of Stimuli Intensity and Frequency on Auditory P50 and N100 Sensory Gating

Moura, Gaëlle Spielmann; Triñanes-Pego, Yolanda; Carrillo-de-la-Peña, Maria T.

Pages: 5 –17

[Sensory gating is the brain’s ability to adjust its sensitivity to incoming stimuli, i.e., to diminish its response to irrelevant or repetitive stimuli (gating out) and to increase it when a novel stimulus is presented (gating in). Most of the existing studies have investigated the gating out...
LitStream

On Building a Memory Evolutive System for Application to Learning and Cognition Modeling

de Lima do Rego Monteiro, Julio; Kogler, Joao Eduardo; Ribeiro, Joao Henrique Ranhel; Netto, Marcio Lobo

Pages: 19 –39

[We address here aspects of the implementation of a memory evolutive system (MES), based on the model proposed by A. Ehresmann and J. Vanbremeersch (2007), by means of a simulated network of spiking neurons with time dependent plasticity. We point out the advantages and challenges of applying...
LitStream

Agent-Based Cognitive Model for Human Resources Competence Management

Oliveira, Stefan; Gluz, João Carlos

Pages: 41 –60

[This chapter presents an agent-based cognitive model aimed to represent human competency concepts and competence management processes of psychological nature. This model is implemented by a multiagent system application intended to help managers of software development projects to select, based...
LitStream

Neural Accumulator Models of Decision Making in Eye Movements

Cutsuridis, Vassilis

Pages: 61 –72

[Humans and animals are constantly facing the problem of having to choose from a variety of possible actions as they interact with the environment. Both external and internal cues have to be used to guide their selection of a single action from many possible alternatives. Which action to choose...
LitStream

On Building Meaning: A Biologically-Inspired Experiment on Symbol-Based Communication

Loula, Angelo; Gudwin, Ricardo; Ribeiro, Sidarta; Queiroz, João

Pages: 77 –93

[The use of an appropriate set of empirical and theoretical constraints to guide the construction of synthetic experiments leads to a better understanding of the natural phenomena under study, and allows for a greater understanding of the experimental results. We begin this chapter with a...
LitStream

Perception-Action Learning as an Epistemologically-Consistent Model for Self-Updating Cognitive Representation

Windridge, David; Kittler, Josef

Pages: 95 –134

[As well as having the ability to formulate models of the world capable of experimental falsification, it is evident that human cognitive capability embraces some degree of representational plasticity, having the scope (at least in infancy) to modify the primitives in terms of which the world is...
LitStream

Detection of Auditory Cortex Activity by fMRI Using a Dependent Component Analysis

Estombelo-Montesco, Carlos A.; Sturzbecher, Marcio; Barros, Allan K. D.; de Araujo, Draulio B.

Pages: 135 –145

[Functional MRI (fMRI) data often have low signal-to-noise-ratio (SNR) and are contaminated by strong interference from other physiological sources. A promising tool for extracting signals, even under low SNR conditions, is blind source separation (BSS), or independent component analysis (ICA)....
LitStream

Brain-Computer Interface Using Wavelet Transformation and Naïve Bayes Classifier

Bassani, Thiago; Nievola, Julio Cesar

Pages: 147 –165

[The main purpose of this work is to establish an exploratory approach using electroencephalographic (EEG) signal, analyzing the patterns in the time-frequency plane. This work also aims to optimize the EEG signal analysis through the improvement of classifiers and, eventually, of the BCI...
LitStream

Neuromorphic Systems: Past, Present and Future

Smith, Leslie S.

Pages: 167 –182

[Neuromorphic systems are implementations in silicon of elements of neural systems. The idea of electronic implementation is not new, but modern microelectronics has provided opportunities for producing systems for both sensing and neural modelling that can be mass produced straightforwardly. We...
LitStream

Genetic Algorithm Applied to Hierarchically Coupled Associative Memories

Gomes, Rogério Martins; Braga, Antônio Pádua; Borges, Henrique E.

Pages: 187 –199

[Inspired by the theory of neuronal group selection (TNGS), we have carried out an analysis of the capacity of convergence of a multi-level associative memory based on coupled generalized-brain-state-in-a-box (GBSB) networks through evolutionary computation. The TNGS establishes that a memory...

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