Ita: An energy-efficient attention and softmax accelerator for quantized transformers G Islamoglu, M Scherer, G Paulin, T Fischer, VJB Jung, A Garofalo, ... 2023 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2023 | 7 | 2023 |
Reducing false alarms in wearable seizure detection with eegformer: A compact transformer model for mcus P Busia, A Cossettini, TM Ingolfsson, S Benatti, A Burrello, VJB Jung, ... IEEE Transactions on Biomedical Circuits and Systems, 2024 | 3 | 2024 |
A Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers P Busia, MA Scrugli, VJB Jung, L Benini, P Meloni IEEE Transactions on Biomedical Circuits and Systems, 2024 | 2 | 2024 |
A Noisy Beat is Worth 16 Words: a Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers P Busia, MA Scrugli, VJB Jung, L Benini, P Meloni arXiv preprint arXiv:2402.10748, 2024 | 2 | 2024 |
Optimizing the Deployment of Tiny Transformers on Low-Power MCUs VJB Jung, A Burrello, M Scherer, F Conti, L Benini arXiv preprint arXiv:2404.02945, 2024 | 1 | 2024 |
SALSA: Simulated Annealing based Loop-Ordering Scheduler for DNN Accelerators VJB Jung, A Symons, L Mei, M Verhelst, L Benini 2023 IEEE 5th International Conference on Artificial Intelligence Circuits …, 2023 | 1 | 2023 |
Deeploy: Enabling Energy-Efficient Deployment of Small Language Models On Heterogeneous Microcontrollers M Scherer, L Macan, V Jung, P Wiese, L Bompani, A Burrello, F Conti, ... arXiv preprint arXiv:2408.04413, 2024 | | 2024 |
Toward Attention-based TinyML: A Heterogeneous Accelerated Architecture and Automated Deployment Flow P Wiese, G İslamoğlu, M Scherer, L Macan, VJB Jung, A Burrello, F Conti, ... arXiv preprint arXiv:2408.02473, 2024 | | 2024 |
Optimizing Layer-Fused Scheduling of Transformer Networks on Multi-accelerator Platforms S Colleman, A Symons, VJB Jung, M Verhelst 2024 25th International Symposium on Quality Electronic Design (ISQED), 1-6, 2024 | | 2024 |