Khaleelulla Khan Nazeer

13 papers A* 1Journal 9Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Heterogeneous computing platform for real-time robotics. CoRR Jakub Fil, Yulia Sandamirskaya, Hector A. Gonzalez, Loïc Azzalin, Stefan Glüge, Lukas Friedenstab, Friedrich Wolf, Tim Rosmeisl, Matthias Lohrmann, Mahmoud Akl, Khaleelulla Khan Nazeer, Leonie Wolf, Kristin Richter, Holm Puder, Mazhar Ali Bari, Xuan Choo, Noha Alharthi, Michael Hopkins, Christian Georg Mayr, Jens Struckmeier, Steve B. Furber
2024	J	`jnl`	Asynchronous Stochastic Gradient Descent with Decoupled Backpropagation and Layer-Wise Updates. CoRR Cabrel Teguemne Fokam, Khaleelulla Khan Nazeer, Lukas König, David Kappel, Anand Subramoney
2024	—	`conf`	Language Modeling on a SpiNNaker2 Neuromorphic Chip. AICAS Khaleelulla Khan Nazeer, Mark Schöne, Rishav Mukherji, Bernhard Vogginger, Christian Mayr, David Kappel, Anand Subramoney
2024	J	`jnl`	STREAM: A Universal State-Space Model for Sparse Geometric Data. CoRR Mark Schöne, Yash Bhisikar, Karan Bania, Khaleelulla Khan Nazeer, Christian Mayr, Anand Subramoney, David Kappel
2024	J	`jnl`	SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning. CoRR Hector A. Gonzalez, Jiaxin Huang, Florian Kelber, Khaleelulla Khan Nazeer, Tim Langer, Chen Liu, Matthias Lohrmann, Amirhossein Rostami, Mark Schöne, Bernhard Vogginger, Timo C. Wunderlich, Yexin Yan, Mahmoud Akl, Christian Mayr
2024	—	`conf`	Weight Sparsity Complements Activity Sparsity in Neuromorphic Language Models. ICONS Rishav Mukherji, Mark Schöne, Khaleelulla Khan Nazeer, Christian Mayr, David Kappel, Anand Subramoney
2024	J	`jnl`	Weight Sparsity Complements Activity Sparsity in Neuromorphic Language Models. CoRR Rishav Mukherji, Mark Schöne, Khaleelulla Khan Nazeer, Christian Mayr, David Kappel, Anand Subramoney
2023	—	`conf`	A 12-ADC 25-Core Smart MPSoC Using ABB in 22FDX for 77GHz MIMO Radars at 52.6mW Average Power. CICC Hector A. Gonzalez, Bernhard Vogginger, Chen Liu, Marco Stolba, Florian Kelber, Heiner Bauer, Stefan Hänzsche, Stefan Scholze, Marc Berthel, Tim Rosmeisl, Liyuan Guo, Dennis Walter, Piash Das, Khaleelulla Khan Nazeer, Tilo Schubert, Sebastian Höppner, Christian Mayr
2023	J	`jnl`	Activity Sparsity Complements Weight Sparsity for Efficient RNN Inference. CoRR Rishav Mukherji, Mark Schöne, Khaleelulla Khan Nazeer, Christian Mayr, Anand Subramoney
2023	J	`jnl`	Block-local learning with probabilistic latent representations. CoRR David Kappel, Khaleelulla Khan Nazeer, Cabrel Teguemne Fokam, Christian Mayr, Anand Subramoney
2023	A*	`conf`	Efficient recurrent architectures through activity sparsity and sparse back-propagation through time. ICLR Anand Subramoney, Khaleelulla Khan Nazeer, Mark Schöne, Christian Mayr, David Kappel
2023	J	`jnl`	Language Modeling on a SpiNNaker 2 Neuromorphic Chip. CoRR Khaleelulla Khan Nazeer, Mark Schöne, Rishav Mukherji, Christian Mayr, David Kappel, Anand Subramoney
2022	J	`jnl`	EGRU: Event-based GRU for activity-sparse inference and learning. CoRR Anand Subramoney, Khaleelulla Khan Nazeer, Mark Schöne, Christian Mayr, David Kappel