publications
publications:
219 Entries
2023
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Prototyping of Low-Cost Configurable Sparse Neural Processing Unit with Buffer and Mixed-Precision Reshapeable MAC Array , 2023, Proceedings - 2022 IEEE 28th International Conference on Parallel and Distributed Systems, ICPADS 2022. Nanjing, p. 712-719, 8 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Scale4Edge - Scaling RISC-V for Edge Applications , 2023, RISC-V Summit Europe. 2 p.Research output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning , 2023, First Workshop on Machine Learning with New Compute Paradigms. 10 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
2022
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Convolutional Neural Networks Quantization with Double-Stage Squeeze-and-Threshold , 1 Dec 2022, In: International Journal of Neural Systems. 32, 12, 2250051Electronic (full-text) versionResearch output: Contribution to journal > Research article
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E-prop on SpiNNaker 2: Exploring online learning in spiking RNNs on neuromorphic hardware , 28 Nov 2022, In: Frontiers in neuroscience. 16, 1018006Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Time-coded Spiking Fourier Transform in Neuromorphic Hardware , 1 Nov 2022, In: IEEE Transactions on Computers. 71, 11, p. 2792-2802, 11 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
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A Single Battery Supply Power Concept for a Neuro Recording and Flexible Processing Chain in 22 nm , 26 Oct 2022, 2022 IEEE Nordic Circuits and Systems Conference, NORCAS 2022 - Proceedings. Nurmi, J., Wisland, D. T., Aunet, S. & Kjelgaard, K. (eds.). IEEE, p. 1-5, 5 p., 9934168Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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The Operating System of the Neuromorphic BrainScaleS-1 System , 28 Aug 2022, In: Neurocomputing. 501, p. 790-810, 21 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Hardware-Efficient Ultrasonic Entrance Counting: Comparing Different Machine Learning Approaches , 25 Aug 2022, 2022 26th International Conference on Pattern Recognition, ICPR 2022. IEEE, p. 755-761, 7 p., 9955643Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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A Random Linear Network Coding Platform MPSoC Designed in 22nm FDSOI , 6 Jul 2022, 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI). IEEE Computer Society, p. 217-222, 6 p., 9912003Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution