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 | 8 | 2021 |
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 | 2 | 2022 |
High-Throughput Approximate Multiplication Models in PyTorch E Trommer, B Waschneck, A Kumar 2023 26th International Symposium on Design and Diagnostics of Electronic …, 2023 | 1 | 2023 |
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 |