Search Results for author: Aziz Kocanaogullari

Found 3 papers, 1 papers with code

Recursive Estimation of User Intent from Noninvasive Electroencephalography using Discriminative Models

1 code implementation29 Oct 2022 Niklas Smedemark-Margulies, Basak Celik, Tales Imbiriba, Aziz Kocanaogullari, Deniz Erdogmus

We study the problem of inferring user intent from noninvasive electroencephalography (EEG) to restore communication for people with severe speech and physical impairments (SSPI).

EEG ERP

Stopping Criterion Design for Recursive Bayesian Classification: Analysis and Decision Geometry

no code implementations30 Jul 2020 Aziz Kocanaogullari, Murat Akcakaya, Deniz Erdogmus

In this paper, we propose a geometric interpretation over the state posterior progression and accordingly we provide a point-by-point analysis over the disadvantages of using such conventional termination criteria.

Decision Making General Classification

Active recursive Bayesian inference using Rényi information measures

no code implementations7 Apr 2020 Yeganeh M. Marghi, Aziz Kocanaogullari, Murat Akcakaya, Deniz Erdogmus

The proposed active RBI framework is applied to the trajectory of the posterior changes in the probability simplex that provides a coordinated active querying and decision making with specified confidence.

Bayesian Inference Brain Computer Interface +1

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