Original Research
Accepted on 12 Feb 2026
Learned adaptive properties for mitigation of weight perturbations in embedded spiking networks
in Neuromorphic Engineering
Frontiers in Neuroscience
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566 articles
articles
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
- 872 views
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
- 621 views
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
- 554 views
Original Research
Accepted on 29 Jan 2026
Operational Manifolds in Spiking Neural Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
- 183 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
- 809 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
- 937 views
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
- 993 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
- 1,147 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
- 913 views
Original Research
Accepted on 04 Jan 2026
Ghost-LENet: A Robust Convolutional Neural Network for EEG-based Brain-Computer Interfaces
in Neuromorphic Engineering
Frontiers in Neuroscience
- 388 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
- 1,630 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
- 1,336 views
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
- 1,098 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
- 3,546 views
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
- 1,312 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
- 2,496 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
- 4,322 views
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
- 3,160 views
Original Research
Published on 08 Oct 2025
Network topological reorganization mechanisms of primary visual cortex under multimodal stimulation
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1678035
- 2,507 views
Mini Review
Published on 02 Oct 2025
A comparative review of deep and spiking neural networks for edge AI neuromorphic circuits
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1676570
- 6,427 views
- 1 citation
Original Research
Published on 26 Sep 2025
Efficient spiking convolutional neural networks accelerator with multi-structure compatibility
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1662886
- 3,936 views
Original Research
Published on 22 Sep 2025
Bidirectional dynamic threshold SNN for enhanced object detection with rich spike information
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1661916
- 3,792 views
Original Research
Published on 12 Sep 2025
Spike-based time-domain analog weighted-sum calculation model for extremely low power VLSI implementation of multi-layer neural networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1656892
- 4,310 views