Preprints (not yet peer-reviewed)

55 downloads
109 views

Conceptors are a recent development in the field of reservoir computing; they can be used to influence the dynamics of recurrent neural networks (RNNs), enabling generation of arbitrary patterns based on training data. Conceptors allow interpolation and extrapolation...

["Artificial Intelligence","Multimedia"]
doi:10.7287/peerj.preprints.27361v1
39 downloads
77 views

Machine learning is a field of study that uses computational and statistical techniques to enable computers to learn. When machine learning is applied, it functions as an instrument that can solve problems or expand knowledge about the surrounding world. Increasingly,...

["Artificial Intelligence","Computer Vision","Data Mining and Machine Learning","Data Science","Multimedia"]
doi:10.7287/peerj.preprints.27280v1
41 downloads
91 views

GeoWall is an innovative interactive physical wall based on advanced Open technologies that enables the dissemination of scientific contents to a wide public. The system, in line with Open Science principles, aims to promote the link between science, local impacts,...

["Multimedia","Spatial and Geographic Information Systems"]
doi:10.7287/peerj.preprints.27236v1
49 downloads
87 views

Map projections are one of the fundamental concepts of geographic information science and cartography. An understanding of the different variants and properties is critical when creating maps or carrying out geospatial analyses. To support learning about map projections,...

["Graphics","Multimedia","Spatial and Geographic Information Systems"]
doi:10.7287/peerj.preprints.27218v1
298 downloads
536 views

Acoustic classification of frogs has received increasing attention for its promising application in ecological studies. Various studies have been proposed for classifying frog species, but most recordings are assumed to have only a single species. In this study,...

["Artificial Intelligence","Data Mining and Machine Learning","Multimedia"]
doi:10.7287/peerj.preprints.3007v1
368 downloads
938 views

Loss of vision is a severe impairment to the dominant sensory system. It often has a catastrophic effect upon the sufferer, with knock-on effects to their standard of living, their ability to support themselves, and their care-givers lives. Research into visual...

["Human-Computer Interaction","Computer Vision","Emerging Technologies","Multimedia","Visual Analytics"]
doi:10.7287/peerj.preprints.1289v2
287 downloads
1,087 views

This study investigated peoples’ opinion on auditory interfaces in contemporary cars and their willingness to be exposed to auditory feedback in automated driving. We used an Internet-based survey to collect 1,205 responses from 91 countries. The participants stated...

["Human-Computer Interaction","Autonomous Systems","Multimedia"]
doi:10.7287/peerj.preprints.1069v2
285 downloads
599 views

We present a new embedded instrument, with discussion on the challenges of developping embedded instruments, and the practice and theory of NIME evaluation and design. The Shake Stick is a Raspberry Pi-based embedded instrument using SuperCollider for granular...

["Human-Computer Interaction","Multimedia","Real-Time and Embedded Systems"]
doi:10.7287/peerj.preprints.995v1
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