Fredrik Sandin

Proceedings of the Northern Lights Deep Learning Conference, 2024

Digital Computing Continuum Abstraction for Neuromorphic Systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Neuromorphic Systems, 2024

2023

Deep Ontology Alignment Using a Natural Language Processing Approach for Automatic M2M Translation in IIoT.

[BibT_eX]

[DOI]

Sensors, October, 2023

ReLU and Addition-based Gated RNN.

[BibT_eX]

[DOI]

CoRR, 2023

A Systematic Performance Analysis of Deep Perceptual Loss Networks Breaks Transfer Learning Conventions.

[BibT_eX]

[DOI]

Konstantina Nikolaidou

Prakash Chandra Chhipa

CoRR, 2023

Identifying and Mitigating Flaws of Deep Perceptual Similarity Metrics.

[BibT_eX]

[DOI]

Oskar Sjögren

Proceedings of the 2023 Northern Lights Deep Learning Workshop, 2023

A Comparison of Temporal Encoders for Neuromorphic Keyword Spotting with Few Neurons.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

Autonomous Navigation of Wheel Loaders using Task Decomposition and Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

2022

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

[BibT_eX]

[DOI]

CoRR, 2022

Cloud-based Collaborative Learning (CCL) for the Automated Condition Monitoring of Wind Farms.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Industrial Cyber-Physical Systems, 2022

Spatiotemporal Pattern Recognition in Single Mixed-Signal VLSI Neurons with Heterogeneous Dynamic Synapses.

[BibT_eX]

[DOI]

Foteini Liwicki

Proceedings of the ICONS 2022: International Conference on Neuromorphic Systems, Knoxville, TN, USA, July 27, 2022

2021

Dictionary Learning Approach to Monitoring of Wind Turbine Drivetrain Bearings.

[BibT_eX]

[DOI]

Daniel Strömbergsson

Int. J. Comput. Intell. Syst., 2021

Technical Language Supervision for Intelligent Fault Diagnosis in Process Industry.

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

Foteini Liwicki

CoRR, 2021

Semi-Automatic Video Frame Annotation for Construction Equipment Automation Using Scale-Models.

[BibT_eX]

[DOI]

Proceedings of the IECON 2021, 2021

2020

Improving Image Autoencoder Embeddings with Perceptual Loss.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Synaptic Integration of Spatiotemporal Features with a Dynamic Neuromorphic Processor.

[BibT_eX]

[DOI]

Foteini Liwicki

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Adaptation of a wheel loader automatic bucket filling neural network using reinforcement learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Machine Vision for Construction Equipment by Transfer Learning with Scale Models.

[BibT_eX]

[DOI]

Carl Borngrund

Ulf Bodin

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Pretraining Image Encoders without Reconstruction via Feature Prediction Loss.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Synaptic Delays for Temporal Feature Detection in Dynamic Neuromorphic Processors.

[BibT_eX]

[DOI]

CoRR, 2019

Interoperability and machine-to-machine translation model with mappings to machine learning tasks.

[BibT_eX]

[DOI]

Jacob Nilsson

Jerker Delsing

Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

2018

Semantic Interoperability in Industry 4.0: Survey of Recent Developments and Outlook.

[BibT_eX]

[DOI]

Jacob Nilsson

Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018

Predicting Bucket-Filling Control Actions of a Wheel-Loader Operator Using a Neural Network Ensemble.

[BibT_eX]

[DOI]

Siddharth Dadhich

Ulf Bodin

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

Random indexing of multidimensional data.

[BibT_eX]

[DOI]

Magnus Sahlgren

Knowl. Inf. Syst., 2017

Online feature learning for condition monitoring of rotating machinery.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2017

Dictionary learning with equiprobable matching pursuit.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016

Machine learning approach to automatic bucket loading.

[BibT_eX]

[DOI]

Proceedings of the 24th Mediterranean Conference on Control and Automation, 2016

2015

Towards zero-configuration condition monitoring based on dictionary learning.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Analogical Mapping with Sparse Distributed Memory: A Simple Model that Learns to Generalize from Examples.

[BibT_eX]

[DOI]

Cogn. Comput., 2014

2013

FPGA prototype of machine learning analog-to-feature converter for event-based succinct representation of signals.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Analogical mapping and inference with binary spatter codes and sparse distributed memory.

[BibT_eX]

[DOI]

Ross W. Gayler

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2011

Incremental dimension reduction of tensors with random index

[BibT_eX]

[DOI]