publications
publications:
219 Entries
2022
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ZEN: A flexible energy-efficient hardware classifier exploiting temporal sparsity in ECG data , 15 Jun 2022, 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS). IEEE, p. 214-217, 4 p., 9869958Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Automotive radar processing with spiking neural networks: Concepts and challenges , 1 Apr 2022, In: Frontiers in neuroscience. 16, 19 p., 851774Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Efficient DBSCAN Implementation in a Multi-core DSP for FMCW Radars , 25 Mar 2022, 2022 IEEE Radar Conference (RadarConf22). IEEE Xplore, p. 1-6, 6 p., 9764207Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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An Ultra-Low Area Digital-Assisted Neuro Recording System in 22nm FDSOI Technology , Mar 2022, In: IEEE Transactions on Circuits and Systems II: Express Briefs. 69, 3, p. 739-743Electronic (full-text) versionResearch output: Contribution to journal > Research article
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A 16-Channel Fully Configurable Neural SoC With 1.52 μW/Ch Signal Acquisition, 2.79 μW/Ch Real-Time Spike Classifier, and 1.79 TOPS/W Deep Neural Network Accelerator in 22 nm FDSOI , 1 Feb 2022, In: IEEE transactions on biomedical circuits and systems. 16, 1, p. 94-107, 14 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
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A 64-channel back-gate adapted ultra-low-voltage spike-aware neural recording front-end with on-chip lossless/near-lossless compression engine and 3.3V stimulator in 22nm FDSOI , 2022, 2022 IEEE Asian Solid-State Circuits Conference (A-SSCC). Institute of Electrical and Electronics Engineers Inc., p. 1-3Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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An efficient RNN Language Model using activity sparsity and sparse back-propagation through time , 2022, The 2nd Workshop on Efficient Natural Language and Speech Processing (NeurIPS 2022 Workshop)Research output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Cognitive FMCW Radar to Enhance Velocity Disambiguation in MIMO Systems , 2022, International Conference on Radar Systems (RADAR 2022). 17 ed., Edinburgh: IEEE Xplore, Vol. 2022. p. 95-100, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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How to design an input stage for neural recording system in 22 nm FDSOI , 2022, PRIME 2022 - 17th International Conference on Ph.D Research in Microelectronics and Electronics, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 297-300, 4 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Improvement of Rejection for AI Safety through Loss-Based Monitoring , 2022, Proceedings of the Workshop on Artificial Intelligence Safety 2022 (AISafety 2022). Pedroza, G., Chen, X. C., Hernández-Orallo, J., Huang, X., Espinoza, H., Mallah, R., McDermid, J. & Castillo-Effen, M. (eds.).9 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution