Sökning: "Interactive neural networks"

Visar resultat 1 - 5 av 10 avhandlingar innehållade orden Interactive neural networks.

1. 1. Exploring Biologically-Inspired Interactive Networks for Object Recognition

   Författare :Mohammad Saifullah; Arne Jönsson; Rita Kovordányi; Christian Balkenius; Linköpings universitet; []
   Nyckelord :Interactive neural networks; Biologically-Inspired models; Visual attention; Object recognition.; TECHNOLOGY; TEKNIKVETENSKAP;

   Sammanfattning : This thesis deals with biologically-inspired interactive neural networks for the task of object recognition. Such networks offer an interesting alternative approach to traditional image processing techniques. Although the networks are very powerful classification tools, they are difficult to handle due to their bidirectional interactivity. LÄS MER

3. 2. Biologically-Based Interactive Neural Network Models for Visual Attention and Object Recognition

   Författare :Mohammad Saifullah; Arne Jönsson; Christian Balkenius; Anders Lansner; Linköpings universitet; []
   Nyckelord :Biologically-Based Models; Object Recognition; Visual Attention; Interactive Neural Network; Occlusion; Overlapping;

   Sammanfattning : The main focus of this thesis is to develop biologically-based computational models for object recognition. A series of models for attention and object recognition were developed in the order of increasing functionality and complexity. LÄS MER

4. 3. Efficient Document Image Binarization using Heterogeneous Computing and Interactive Machine Learning

   Författare :Florian Westphal; Håkan Grahn; Niklas Lavesson; Marcus Liwicki; Blekinge Tekniska Högskola; []
   Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; image binarization; heterogeneous computing; recurrent neural networks; interactive machine learning; historical documents;

   Sammanfattning : Large collections of historical document images have been collected by companies and government institutions for decades. More recently, these collections have been made available to a larger public via the Internet. However, to make accessing them truly useful, the contained images need to be made readable and searchable. LÄS MER

5. 4. Improvisation, Computers, and Interaction : Rethinking Human-Computer Interaction Through Music

   Författare :Henrik Frisk; Musikhögskolan i Malmö; []
   Nyckelord :HUMANIORA; HUMANITIES; Neural networks; Improvisation; Human-computer interaction; Interaction; musical composition; composition;

   Sammanfattning : Interaction is an integral part of all music. Interaction is part of listening, of playing, of composing and even of thinking about music. LÄS MER

7. 5. Exploration of large molecular datasets using global gene networks : computational methods and tools

   Författare :Ashwini Priya Jeggari; Karolinska Institutet; Karolinska Institutet; []
   Nyckelord :;

   Sammanfattning : Defining gene expression profiles and mapping complex interactions between molecular regulators and proteins is a key for understanding biological processes and the functional properties of cells, which is therefore, the focus on numerous experimental studies. Small-scale biochemical analyses deliver high-quality data, but lack coverage, whereas high throughput sequencing reveals thousands of interactions which can be error-prone and require proper computational methods to discover true relations. LÄS MER