Subramoney, Anand

6 publications

ICLRW 2024 A Variational Framework for Local Learning with Probabilistic Latent Representations David Kappel, Khaleelulla Khan Nazeer, Cabrel Teguemne Fokam, Christian Mayr, Anand Subramoney

ICMLW 2024 Single Train Multi Deploy on Topology Search Spaces Using Kshot-Hypernet Jingyue Zhuge, Christian Mayr, Anand Subramoney, David Kappel

NeurIPSW 2023 Activity Sparsity Complements Weight Sparsity for Efficient RNN Inference Rishav Mukherji, Mark Schöne, Khaleelulla Khan Nazeer, Christian Mayr, Anand Subramoney

ICLR 2023 Efficient Recurrent Architectures Through Activity Sparsity and Sparse Back-Propagation Through Time Anand Subramoney, Khaleelulla Khan Nazeer, Mark Schöne, Christian Mayr, David Kappel

NeurIPSW 2019 Eligibility Traces Provide a Data-Inspired Alternative to Backpropagation Through Time Guillaume Bellec, Franz Scherr, Elias Hajek, Darjan Salaj, Anand Subramoney, Robert Legenstein, Wolfgang Maass

NeurIPS 2018 Long Short-Term Memory and Learning-to-Learn in Networks of Spiking Neurons Guillaume Bellec, Darjan Salaj, Anand Subramoney, Robert Legenstein, Wolfgang Maass