Biography
My interests lie with (animal, artificial, hybrid, human) intelligence, affective computing and human-computer interaction. I got my PhD in the field of Human Informatics at the University of Tsukuba (Japan) and received BEng and MSc degrees in Hearing Technology and Audiology from Jade University of Applied Sciences Oldenburg and the University of Oldenburg (Germany).
Interests
- Generative and Explainable Artificial Intelligence
- Affective Computing
- Human Computer Interaction
- Perception
Education
-
PhD in Human Informatics, 2020
University of Tsukuba
-
MSc in Hearing Technology and Audiology, 2015
University of Oldenburg
-
BEng in Hearing Technology and Audiology, 2013
Jade University of Applied Science
Experience
Software Engineer
Responsibilities include:
- Cross-platform desktop application development.
- Development of machine learning models for in-ear EEG mood estimation.
Postdoctoral Researcher
Responsibilities include:
- Development of a recommendation system for safe and enjoyable e-bike routes.
- Real-time advertising system based on user trajectories and location.
Chief Technology Officer
Smart Care Tech
Responsibilities include:
- Design and development of a real-time human behavior analysis system.
- In-house tooling for recording management and video event querying.
- Development of web and Android applications for personalized medication.
- Supervision and guidance of two junior software developers.
Research Intern
Responsibilities include:
- Implementation of experiments in the field of affective computing.
- Collection and data analysis with multimodal recording systems (Electrooculography, Electromyography, Electroencephalography, Galvanic Skin Response).
Software Engineer
Responsibilities include:
- Support customers at implementation of audio codecs on embedded devices.
- Stress test and quality assurance of the in-house codebase.
- Port Bluetooth-AAC to Android.
Research Assistant
Responsibilities include:
- Implementation of sound localization algorithms in Matlab (Generalized Cross-Correlation, MUSIC).
- Scientific evaluation of sound localization algorithm accuracy.
Accomplishments
Deep Learning Nanodegree
- Predicting time series with neural networks.
- Transfer learning with convolutional neural networks for object recognition.
- Recurrent neural networks for text generation.
- General Adversarial Networks for generation of human faces.
- Deploying a sentiment analysis model to Amazon Web Services (Cloud computing).
Artificial Intelligence Nanodegree
- Forward planning agents.
- Adversarial game playing agents.
- Sudoku solver.
Projects
Publications
Quickly discover relevant content by filtering publications.
(2023).
Comfortable Maps Generation System based on Analysis of Cyclists' Facial Expressions using a Bike-mounted Smartphone.
In ICCE 2022.
(2023).
Verification of the Influence of Multiple Virtual Runners on Rival Recommendation for Acoustic AR Running Assistance System.
In ICCE 2022.
(2022).
Augmenting interoceptive awareness with off-the-shelf sensors using visuo-haptic emotional stimulus.
In Avances en Interacción Humano-Computadora.
(2022).
Feature Relevance Analysis of Product Reviews to Support Online Shopping.
In iiWAS 2022.
(2022).
Detecting Changes in User Emotions During Bicycle Riding by Sampling Facial Images.
In UIST 2022.
(2021).
Facial movement synergies and Action Unit detection from distal wearable Electromyography and Computer Vision.
In arXiv.
(2021).
Facial distal electromyography synergy analysis uncovers the relevance of the Duchenne marker in spontaneous smile production.
SAS 2021.
(2021).
Solitary and social smile production in congenital blindness.
SAS 2021.
(2020).
Robot Mirroring: Promoting Empathy with an Artificial Agent by Reflecting the User's Physiological Affective States.
In IEEE Ro-Man 2020.
(2019).
Auditory Locomotion Guidance System For Spatial Localization.
In MHS 2019.
(2019).
Head anticipation during auditory instructed locomotion.
In ISPGR World Congress.
(2019).
Effect of voluntary gaze movement on gait steering control.
In ISPGR World Congress.
(2019).
Gaze and head anticipation during locomotion with auditory instruction in the presence and absence of visual input.
In Frontiers of Human Neuroscience..
(2017).
On the Analysis of Acoustic Distance Perception in a Head Mounted Display.
In ICAT-EGVE.
Contact
- felix.dollack@googelmail.com
- Gakkuenmae, Nara, Nara-ken 94305
- Follow me
- Skype
- Researchgate