EGRU: Event-based GRU for activity-sparse inference and learning. - Anand Subramoney; Khaleelulla Khan Nazeer; Mark Schöne; Christian Mayr 001; David Kappel (CoRR, 2022)

A 12-ADC 25-Core Smart MPSoC Using ABB in 22FDX for 77GHz MIMO Radars at 52.6mW Average Power. - Hector A. Gonzalez; Bernhard Vogginger; Chen Liu 031; Marco Stolba; Florian Kelber; Heiner Bauer; Stefan Hänzsche; Stefan Scholze; Marc Berthel; Tim Rosmeisl; Liyuan Guo; Dennis Walter; et al. (CICC, 2023)

Efficient recurrent architectures through activity sparsity and sparse back-propagation through time. - Anand Subramoney; Khaleelulla Khan Nazeer; Mark Schöne; Christian Mayr 001; David Kappel (ICLR, 2023)

Block-local learning with probabilistic latent representations. - David Kappel; Khaleelulla Khan Nazeer; Cabrel Teguemne Fokam; Christian Mayr 001; Anand Subramoney (CoRR, 2023)

Activity Sparsity Complements Weight Sparsity for Efficient RNN Inference. - Rishav Mukherji; Mark Schöne; Khaleelulla Khan Nazeer; Christian Mayr 001; Anand Subramoney (CoRR, 2023)

Language Modeling on a SpiNNaker 2 Neuromorphic Chip. - Khaleelulla Khan Nazeer; Mark Schöne; Rishav Mukherji; Christian Mayr 001; David Kappel; Anand Subramoney (CoRR, 2023)

Language Modeling on a SpiNNaker2 Neuromorphic Chip. - Khaleelulla Khan Nazeer; Mark Schöne; Rishav Mukherji; Bernhard Vogginger; Christian Mayr 001; David Kappel; Anand Subramoney (AICAS, 2024)

Weight Sparsity Complements Activity Sparsity in Neuromorphic Language Models. - Rishav Mukherji; Mark Schöne; Khaleelulla Khan Nazeer; Christian Mayr 001; David Kappel; Anand Subramoney (ICONS, 2024)

SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning. - Hector A. Gonzalez; Jiaxin Huang 007; Florian Kelber; Khaleelulla Khan Nazeer; Tim Langer; Chen Liu 031; Matthias Lohrmann; Amirhossein Rostami; Mark Schöne; Bernhard Vogginger; Timo C. Wunderlich; Yexin Yan; et al. (CoRR, 2024)

Asynchronous Stochastic Gradient Descent with Decoupled Backpropagation and Layer-Wise Updates. - Cabrel Teguemne Fokam; Khaleelulla Khan Nazeer; Lukas König; David Kappel; Anand Subramoney (CoRR, 2024)

STREAM: A Universal State-Space Model for Sparse Geometric Data. - Mark Schöne; Yash Bhisikar; Karan Bania; Khaleelulla Khan Nazeer; Christian Mayr 001; Anand Subramoney; David Kappel (CoRR, 2024)