Deep Time-Delay Reservoir Computing: Dynamics and Memory Capacity. - Mirko Goldmann; Felix Köster; Kathy Lüdge; Serhiy Yanchuk (CoRR, 2020)

Exploiting transient dynamics of a time-multiplexed reservoir to boost the system performance. - Mirko Goldmann; Claudio R. Mirasso; Ingo Fischer; Miguel C. Soriano (IJCNN, 2021)

Inferring untrained complex dynamics of delay systems using an adapted echo state network. - Mirko Goldmann; Claudio R. Mirasso; Ingo Fischer; Miguel C. Soriano (CoRR, 2021)

Adaptive control of recurrent neural networks using conceptors. - Guillaume Pourcel; Mirko Goldmann; Ingo Fischer; Miguel C. Soriano (CoRR, 2024)

Annealing-inspired training of an optical neural network with ternary weights. - Anas Skalli; Mirko Goldmann; Nasibeh Haghighi; Stephan Reitzenstein; James A. Lott; Daniel Brunner (CoRR, 2024)

Model-free front-to-end training of a large high performance laser neural network. - Anas Skalli; Satoshi Sunada; Mirko Goldmann; Marcin Gebski; Stephan Reitzenstein; James A. Lott; Tomasz Czyszanowski; Daniel Brunner (CoRR, 2025)