Profile photo Julia Berezutskaya

Julia Berezutskaya

Researcher/Postdoc

Strategic program(s):

Biography

I am a postdoc at the brain-computer interface group (dept. Neurology & Neurosurgery) working at the intersection of fundamental and clinical neuroscience research. I focus on computational modeling of cognitive and neurobiological processes and thereby contribute to the emerging field of neurotechnology and responsible, patient-centered artificial intelligence for medical care. 

Strategic program(s):

Contact

Recent publications

Direct speech reconstruction from sensorimotor brain activity with optimized deep learning models Julia Berezutskaya, Zachary V Freudenburg, Mariska J Vansteensel, Erik J Aarnoutse, Nick F Ramsey, Marcel A J van Gerven
Journal of Neural Engineering, 2023, vol. 20, p.1-25
Mapping Acoustics to Articulatory Gestures in Dutch Paolo Favero, Julia Berezutskaya, Nick F. Ramsey, Aleksei Nazarov, Zachary V. Freudenburg
2022, vol. 2022, p.802-806
Open multimodal iEEG-fMRI dataset from naturalistic stimulation with a short audiovisual film Julia Berezutskaya, Mariska J. Vansteensel, Erik J. Aarnoutse, Zachary V. Freudenburg, Giovanni Piantoni, Mariana P. Branco, Nick F. Ramsey
Scientific data, 2022, vol. 9, p.1-13
Towards Naturalistic Speech Decoding from Intracranial Brain Data Julia Berezutskaya, Luca Ambrogioni, Nick F. Ramsey, Marcel A.J. van Gerven
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, 2022, vol. 2022, p.3100-3104
Reduced brain activation during spoken language processing in children with developmental language disorder and children with 22q11.2 deletion syndrome Mariska J. Vansteensel, Iris S. Selten, Lisette Charbonnier, Julia Berezutskaya, Mathijs A.H. Raemaekers, Nick F. Ramsey, Frank Wijnen
Neuropsychologia, 2021, vol. 158
Brain-optimized extraction of complex sound features that drive continuous auditory perception Yuliya Berezutskaya, Zachary Freudenburg, Umut Güçlü, Marcel A.J. van Gerven, Nick Ramsey
PLoS Computational Biology, 2020, vol. 16, p.1-34