Publications

Otte, S., Butz, M. V., Koryakin, D., Becker, F., Liwicki, M., & Zell, A. (2016): Optimizing recurrent reservoirs with neuro-evolution. Neurocomputing, Vol. 192, Juni 2016,128 -138. doi: 10.1016/j.neucom.2016.01.088

Koryakin, D., Schrodt, F., & Butz, M.V. (2015). Ensembles of Neural Oscillators. Proceedings of Workshop New Challenges in Neural Computation, Vol. 3, 57-64

Koryakin, D., Lohmann, J., Butz, M. V. (2012). Balanced echo state networks. Neural Networks, 36, 35-45. doi: 10.1016/j.neunet.2012.08.008

Gütschow, J., Lohmann, J., Koryakin, D., & Butz, M.V. (2012). Learning motor primitives with Echo State Networks. Proceedings of International Workshop New Challenges in Neural Computation. Graz: Austria, Machine Learning Reports, 20-33

Koryakin, D., & Butz, M.V. (2012). Reservoir Sizes and Feedback Weights Interact Non-linearly in Echo State Networks. ICANN 2012, Artificial Neural Networks, 499-506, Berlin Heidelberg: Springer.