Ikuti
Mark Schoene
Mark Schoene
PhD Student, TU Dresden
Email yang diverifikasi di tu-dresden.de
Judul
Dikutip oleh
Dikutip oleh
Tahun
Efficient recurrent architectures through activity sparsity and sparse back-propagation through time
A Subramoney, KK Nazeer, M Schöne, C Mayr, D Kappel
International Conference on Learning Representations, 2023
252023
SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning
HA Gonzalez, J Huang, F Kelber, KK Nazeer, T Langer, C Liu, ...
NeurIPS 2023 Workshop on Machine Learning with New Compute Paradigms, 2024
152024
Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models
M Schöne, NM Sushma, J Zhuge, C Mayr, A Subramoney, D Kappel
International Conference on Neuromorphic Systems, 2024
112024
Language Modeling on a SpiNNaker2 Neuromorphic Chip
KK Nazeer, M Schöne, R Mukherji, B Vogginger, C Mayr, D Kappel, ...
2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS …, 2024
42024
Activity Sparsity Complements Weight Sparsity for Efficient RNN Inference
R Mukherji, M Schöne, KK Nazeer, C Mayr, A Subramoney
NeurIPS 2023 Workshop on Machine Learning with New Compute Paradigms, 2023
22023
EGRU: Event-based GRU for activity-sparse inference and learning
A Subramoney, KK Nazeer, M Schöne, C Mayr, D Kappel
22022
Implicit Language Models are RNNs: Balancing Parallelization and Expressivity
M Schöne, B Rahmani, H Kremer, F Falck, H Ballani, J Gladrow
arXiv preprint arXiv:2502.07827, 2025
2025
STREAM: A Universal State-Space Model for Sparse Geometric Data
M Schöne, Y Bhisikar, K Bania, KK Nazeer, C Mayr, A Subramoney, ...
arXiv preprint arXiv:2411.12603, 2024
2024
A Graph Multi-separator Problem for Image Segmentation
J Irmai, S Zhao, M Schöne, J Presberger, B Andres
Journal of Mathematical Imaging and Vision 66 (5), 839-872, 2024
2024
Weight Sparsity Complements Activity Sparsity in Neuromorphic Language Models
R Mukherji, M Schöne, KK Nazeer, C Mayr, D Kappel, A Subramoney
ACM/IEEE International Conference on Neuromorphic Systems, 2024
2024
An efficient RNN Language Model using activity sparsity and sparse back-propagation through time
M Schöne, KK Nazeer, C Mayr, D Kappel, A Subramoney
2nd Workshop on Efficient Natural Language and Speech Processing, 2022
2022
Method, Computer Program, Storage Medium and Apparatus for Creating a Training, Validation and Test Dataset for an AI Module
M Schoene, AP Condurache, C Claeser, F Faion, J Ebert, L Rosenbaum, ...
US Patent US20220083820A1, 2022
2022
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