2025W

• Bachelor Thesis in Computer Science / 194.112 / PR
• Deep Learning for Neuroscience / 194.202 / VU
• Introduction to Machine Learning / 194.025 / VU
• Scientific Research and Writing / 193.052 / SE

2026S

• Bachelor Thesis in Computer Science / 194.112 / PR
• Machine Learning / 192.183 / VU
• Project in Computer Science 2 / 194.146 / PR
• Reinforcement Learning / 194.163 / VU

• AI and Neuroscience
  2025 – 2032 / Vienna Science and Technology Fund (WWTF)
  Publications: 218647 / 218637 / 226204

• Conductance-dependent Photoresponse in a Dynamic SrTiO3 Memristor for Biorealistic Computing / Weilenmann, C., He, H., Mladenović, M., Zellweger, T., Portner, K., Bauer, K., Bellec, G., Luisier, M., & Emboras, A. (2025). Conductance-dependent Photoresponse in a Dynamic SrTiO3 Memristor for Biorealistic Computing. arXiv. https://doi.org/10.48550/arXiv.2509.22767
  Project: AI & Neuroscience (2025–2032)
• Context selectivity with dynamic availability enables lifelong continual learning / Barry, M., Gerstner, W., & Bellec, G. (2025). Context selectivity with dynamic availability enables lifelong continual learning. Neural Networks, 192, 107728. https://doi.org/10.1016/j.neunet.2025.107728
  Project: AI & Neuroscience (2025–2032)
• Biologically informed cortical models predict optogenetic perturbations / Sourmpis, C., Petersen, C. C., Gerstner, W., & Bellec, G. (2025). Biologically informed cortical models predict optogenetic perturbations. ELife. https://doi.org/10.7554/eLife.106827.3
  Project: AI & Neuroscience (2025–2032)

• General Continual Learning through Implicit Contrastive Replays / Schwartz, S. (2026). General Continual Learning through Implicit Contrastive Replays [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2026.137181
  Download: PDF (1.44 MB)
• Efficient end-to-end brain-to-text decoding via neural pretraining / Roth, S. (2026). Efficient end-to-end brain-to-text decoding via neural pretraining [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2026.141781
  Download: PDF (1.29 MB)
• Spike Sorting of brain signals with deep learning / Kravchenko, O. (2026). Spike Sorting of brain signals with deep learning [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2026.134564
  Download: PDF (1.54 MB)