Mattias Nilsson

Orcid: 0000-0003-1024-5821

Affiliations:
  • University of Basel, Switzerland
  • Luleå University of Technology, EISLAB, Sweden (PhD 2023)


According to our database1, Mattias Nilsson authored at least 9 papers between 2019 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Efficient Streaming Speech Quality Prediction with Spiking Neural Networks.
Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

2024
Resource-Efficient Speech Quality Prediction through Quantization Aware Training and Binary Activation Maps.
Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

2023
Event-Driven Architectures for Heterogeneous Neuromorphic Computing Systems ; Händelsedrivna arkitekturer för heterogena neuromorfa datorsystem.
PhD thesis, 2023

A Comparison of Temporal Encoders for Neuromorphic Keyword Spotting with Few Neurons.
Proceedings of the International Joint Conference on Neural Networks, 2023

2022
Integration of Neuromorphic AI in Event-Driven Distributed Digitized Systems: Concepts and Research Directions.
CoRR, 2022

Spatiotemporal Pattern Recognition in Single Mixed-Signal VLSI Neurons with Heterogeneous Dynamic Synapses.
Proceedings of the ICONS 2022: International Conference on Neuromorphic Systems, Knoxville, TN, USA, July 27, 2022

2021
Spatiotemporal Spike-Pattern Selectivity in Single Mixed-Signal Neurons with Balanced Synapses.
CoRR, 2021

2020
Synaptic Integration of Spatiotemporal Features with a Dynamic Neuromorphic Processor.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019
Synaptic Delays for Temporal Feature Detection in Dynamic Neuromorphic Processors.
CoRR, 2019


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