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Elias Trommer
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dCSR: a memory-efficient sparse matrix representation for parallel neural network inference
E Trommer, B Waschneck, A Kumar
2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021
82021
Combining gradients and probabilities for heterogeneous approximation of neural networks
E Trommer, B Waschneck, A Kumar
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022
22022
High-Throughput Approximate Multiplication Models in PyTorch
E Trommer, B Waschneck, A Kumar
2023 26th International Symposium on Design and Diagnostics of Electronic …, 2023
12023
Smaller together: Groupwise Encoding of Sparse Neural Networks
E Trommer, B Waschneck, A Kumar
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2024
2024
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