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We acknowledge support by the following grants: DFG: Efficient implementation of spike-by-spike neural networks using stochastic and approximate techniques (PA 569/6-1, GA 763/15-1), DFG SPP: Evolutionary optimisation of neural systems (SPP 2205) https://gepris.dfg.de/gepris/projekt/402741184 Evolution of flexibility - optimisation of task-dependent information processing in the visual system (ER 324/5-1), Era-Net Neuron https://www.neuron-eranet.eu: I-See Improved intra-cortical visual prostheses through complex coding and integration of spontaneous activity states (BMBF 01EW2104A), Stiftung Bremer Wertpapierboerse https://www.stiftung-bwb.de.