Original Research
Accepted on 29 Dec 2025
Astrocyte-Gated Multi-Timescale Plasticity for Online Continual Learning in Deep Spiking Neural Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
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559 articles
articles
Original Research
Accepted on 24 Dec 2025
An Event-Based Opto-Tactile Skin
in Neuromorphic Engineering
Frontiers in Neuroscience
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
- 759 views
Original Research
Accepted on 08 Dec 2025
Sequential analysis and its applications to neuromorphic engineering
in Neuromorphic Engineering
Frontiers in Neuroscience
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
- 864 views
Original Research
Accepted on 03 Dec 2025
Overcoming Quadratic Hardware Scaling for a Fully Connected Digital Oscillatory Neural Network
in Neuromorphic Engineering
Frontiers in Neuroscience
- 126 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
- 825 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
- 2,247 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
- 1,087 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
- 2,014 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
- 3,436 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
- 2,675 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
- 2,222 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
- 5,153 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
- 3,478 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
- 3,386 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
- 3,906 views
Original Research
Published on 23 Jul 2025
SpiNeRF: direct-trained spiking neural networks for efficient neural radiance field rendering
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1593580
- 3,279 views
- 3 citations
Original Research
Published on 18 Jul 2025
Efficient implementation of the Hodgkin-Huxley potassium channel via a single volatile memristor
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1569397
- 3,194 views
Original Research
Published on 03 Jul 2025
Study on the anti-interference characteristics of neuronal networks: a comparative study of chemical synapses and electrical synapse
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1581347
- 2,546 views
Original Research
Published on 02 Jul 2025
Enhancing action recognition in educational settings through exercise-induced neuroplasticity
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1588570
- 4,140 views
- 1 citation
Correction
Published on 25 Jun 2025
Correction: Paired competing neurons improving STDP supervised local learning in spiking neural networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1641314
- 1,026 views
Original Research
Published on 25 Jun 2025
Replicating associative learning of rodents with a neuromorphic robot in an open-field arena
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1565780
- 2,151 views
Original Research
Published on 23 Jun 2025
Signal-to-event encoding parameter selection for multiple event classification with spiking neural networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1610766
- 1,396 views