Original Research
Accepted on 24 Apr 2026
Federated Training of Spiking Neural Networks on Edge Hardware for Audio Processing
in Neuromorphic Engineering
Frontiers in Neuroscience
- 608 views
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571 articles
articles
Original Research
Accepted on 23 Apr 2026
A Compressed Sensing Neuromorphic Processor for Sparse Signal Classification
in Neuromorphic Engineering
Frontiers in Neuroscience
- 329 views
Original Research
Accepted on 22 Apr 2026
Optical Linear Systems Framework for Event Sensing and Computational Neuromorphic Imaging
in Neuromorphic Engineering
Frontiers in Neuroscience
- 404 views
Original Research
Accepted on 21 Apr 2026
Energy-Efficient Traffic Sign Recognition Using Directly Trained Spiking Neural Networks and Population Decoding
in Neuromorphic Engineering
Frontiers in Neuroscience
- 276 views
Original Research
Accepted on 31 Mar 2026
Three factor delay learning rules for spiking neural networks
in Neuromorphic Engineering
Frontiers in Neuroscience
- 359 views
Original Research
Published on 17 Mar 2026
Computational modeling of spatiotemporal afterimage visual perception with spiking neural networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2026.1780751
- 560 views
Original Research
Published on 11 Mar 2026
Learned adaptive properties for mitigation of weight perturbations in embedded spiking networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2026.1766765
- 593 views
Original Research
Published on 18 Feb 2026
Operational manifolds in spiking neural networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2026.1755119
- 934 views
Original Research
Published on 06 Feb 2026
Evolving spiking neural networks: the role of neuron models and encoding schemes in neuromorphic learning
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2026.1697163
- 1,591 views
- 1 citation
Original Research
Published on 04 Feb 2026
Bidirectional cross-day alignment of neural spikes and behavior using a hybrid SNN-ANN algorithm
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2026.1772958
- 1,038 views
- 2 citations
Original Research
Published on 03 Feb 2026
Spike-based Q-learning in a non-von Neumann architecture
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2026.1738140
- 925 views
Editorial
Published on 28 Jan 2026
Editorial: Theoretical advances and practical applications of spiking neural networks, volume II
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2026.1771268
- 1,179 views
Original Research
Published on 27 Jan 2026
Astrocyte-gated multi-timescale plasticity for online continual learning in deep spiking neural networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1768235
- 1,955 views
- 1 citation
Original Research
Published on 23 Jan 2026
An event-based opto-tactile skin
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1735068
- 1,604 views
Original Research
Published on 15 Jan 2026
Overcoming quadratic hardware scaling for a fully connected digital oscillatory neural network
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1658490
- 1,626 views
Original Research
Published on 09 Jan 2026
Sequential analysis and its applications to neuromorphic engineering
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1735027
- 1,248 views
Original Research
Published on 12 Dec 2025
A hybrid Spiking Neural Network–Transformer architecture for motor imagery and sleep apnea detection
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1716204
- 2,310 views
Editorial
Published on 04 Dec 2025
Editorial: Algorithm-hardware co-optimization in neuromorphic computing for efficient AI
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1746610
- 1,686 views
- 1 citation
Original Research
Published on 28 Nov 2025
SSEL: spike-based structural entropic learning for spiking graph neural networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1687815
- 1,569 views
Review
Published on 14 Nov 2025
Review of deep learning models with Spiking Neural Networks for modeling and analysis of multimodal neuroimaging data
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1623497
- 4,628 views
- 1 citation
Editorial
Published on 12 Nov 2025
Editorial: Novel memristor-based devices and circuits for neuromorphic and AI applications, volume II
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1729354
- 1,501 views
Original Research
Published on 03 Nov 2025
TDE-3: an improved prior for optical flow computation in spiking neural networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1667541
- 2,954 views
Original Research
Published on 16 Oct 2025
Spiking neural networks for EEG signal analysis using wavelet transform
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1652274
- 5,399 views
- 3 citations
Original Research
Published on 15 Oct 2025
Balancing accuracy and efficiency: co-design of hybrid quantization and unified computing architecture for spiking neural networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1665778
- 3,844 views
- 1 citation