Shrestha, Sumit Bam

5 publications

ICML 2025 Accelerating Linear Recurrent Neural Networks for the Edge with Unstructured Sparsity Alessandro Pierro, Steven Abreu, Jonathan Timcheck, Philipp Stratmann, Andreas Wild, Sumit Bam Shrestha

ICLRW 2025 Neuromorphic Principles for Efficient Large Language Models on Intel Loihi 2 Steven Abreu, Sumit Bam Shrestha, Rui-Jie Zhu, Jason Eshraghian

ICLRW 2025 Sparse and Wide Linear RNNs Are at the Efficiency-Performance Pareto Front Alessandro Pierro, Steven Abreu, Jonathan Timcheck, Philipp Stratmann, Sumit Bam Shrestha

NeurIPSW 2024 A Diagonal State Space Model on Loihi 2 for Efficient Streaming Sequence Processing Svea Marie Meyer, Philipp Weidel, Plank Philipp, Leobardo Campos-Macias, Sumit Bam Shrestha, Philipp Stratmann, Jonathan Timcheck, Mathis Richter

NeurIPS 2018 SLAYER: Spike Layer Error Reassignment in Time Sumit Bam Shrestha, Garrick Orchard