Meta-learning families of plasticity rules in recurrent spiking networks using simulation-based inference
Basile Confavreux, Poornima Ramesh, Pedro J. Gonçalves, Jakob H Macke, Tim P. Vogels · 2023
sponsorship: We thank Chaitanya Chintaluri, Everton Agnes, Nicoleta Condruz, Douglas Feitosa Tome, Michael Deistler and Jan Boelts for helpful discussions and feedback on the manuscript. This work was funded by the European Research Council (ERC consolidator grant SYNAPSEEK), the German Research Foundation (DFG; Germany's Excellence Strategy MLCoE -EXC number 2064/1 PN 390727645), the German Federal Ministry of Education and Research (BMBF; Tubingen AI Center, FKZ: 01IS18039A), the Human Frontier in Science Program (RGY0076/2018) and the FENS-Kavli Network of Excellence scientific exchange program. This research was supported by the Scientific Service Units (SSU) of IST Austria through resources provided by Scientific Computing (SciComp). (European Research Council (ERC consolidator grant SYNAPSEEK), German Research Foundation (DFG; Germany's Excellence Strategy MLCoE -EXC)|2064/1 PN 390727645, German Federal Ministry of Education and Research (BMBF)|FKZ: 01IS18039A, Human Frontier in Science Program|RGY0076/2018, FENS-Kavli Network of Excellence scientific exchange program, Scientific Service Units (SSU) of IST Austria)