Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models. 2024. [PUMA: FIS_scads imported topic_neuroinspired yaff]
Single Train Multi Deploy on Topology Search Spaces using Kshot-Hypernet. 2024. [PUMA: FIS_scads imported topic_neuroinspired xack yaff]
ON-OFF Neuromorphic ISING Machines using Fowler-Nordheim Annealers. 2024. [PUMA: FIS_scads imported topic_neuroinspired yaff]
Weight Sparsity Complements Activity Sparsity in Neuromorphic Language Models. 2024. [PUMA: FIS_scads imported topic_neuroinspired xack]
BiMAE - A Bimodal Masked Autoencoder Architecture for Single-Label Hyperspectral Image Classification. IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024 - Workshops, Seattle, WA, USA, June 17-18, 2024, 2987--2996, IEEE, 2024. [PUMA: area_bigdata ep imported topic_neuroinspired zno]
Graph-Based Disease Prediction in Neuroimaging: Investigating the Impact of Feature Selection. Worldwide Congress on “Genetics, Geriatrics and Neurodegenerative Diseases Research", 223--230, 2022. [PUMA: topic_neuroinspired Disease Feature Graph-Based Impact Investigating Neuroimaging Prediction Selection learning]
A standardized clinical data harmonization pipeline for scalable ai application deployment (fhir-dhp): Validation and usability study. JMIR Medical Informatics, (11):e43847, JMIR Publications Toronto, Canada, 2023. [PUMA: topic_neuroinspired (fhir-dhp) ai application clinical data deployment harmonization pipeline scalable standardized]
Open Problem: Active Representation Learning. 2024. [PUMA: imported topic_neuroinspired] URL
Revealing the learning process in reinforcement learning agents through attention-oriented metrics. 2024. [PUMA: imported topic_neuroinspired] URL
Towards the interpretability of deep learning models for multi-modal neuroimaging: Finding structural changes of the ageing brain. NeuroImage, (261):119504, 2022. [PUMA: topic_neuroinspired topic_lifescience Ageing, Brain-age, Cardiovascular Explainable Structural a.i., deep factors, learning mri, risk] URL
E-prop on SpiNNaker 2: Exploring online learning in spiking RNNs on neuromorphic hardware. Frontiers in Neuroscience, (16)2022. [PUMA: topic_neuroinspired imported] URL
Automatic Lung Segmentation and Quantification of Aeration in Computed Tomography of the Chest Using 3D Transfer Learning. Frontiers in Physiology, (12)Frontiers Media SA, Februar 2022. [PUMA: topic_neuroinspired imported] URL
Evaluating different k-space undersampling schemes with iterative and deep learning image reconstruction for fast multi-parameter mapping. 2022. [PUMA: topic_neuroinspired imported]
CoBEA. Proceedings of the Genetic and Evolutionary Computation Conference Companion, ACM, New York, NY, USA, Juli 2022. [PUMA: topic_neuroinspired]
Evolving hardware by direct bitstream manipulation of a modern FPGA. 2022 IEEE Congress on Evolutionary Computation (CEC), IEEE, Juli 2022. [PUMA: topic_neuroinspired]
Reduction of bitstream size for low-cost iCE40 FPGAs. 2022 32nd International Conference on Field-Programmable Logic and Applications (FPL), IEEE, August 2022. [PUMA: topic_neuroinspired]
Classification of Music-Evoked Emotions from EEG signals using Self-Organizing Maps. 2022 International Conference on Electrical, Computer and Energy Technologies (ICECET), IEEE, Juli 2022. [PUMA: topic_neuroinspired]
Multiclass prediction of different dementia syndromes based on multi-centric volumetric MRI imaging. NeuroImage Clin., (37)103320:103320, Elsevier BV, Januar 2023. [PUMA: topic_neuroinspired Dementia; Diagnosis; MRI; Machine Neurodegeneration; Volumetry learning; topic_lifescience unit_test]
Probing neural representations of scene perception in a hippocampally dependent task using artificial neural networks. arXiv, 2023. [PUMA: topic_neuroinspired]
Efficient recurrent architectures through activity sparsity and sparse back-propagation through time. arXiv, 2022. [PUMA: topic_neuroinspired]