Research graph
References from A dual-time-scale cooperative memory mechanism for spiking neural networks. Local targets link to admitted publications; unresolved targets remain external evidence.
Emergence and maintenance of modularity in neural networks with Hebbian and anti-Hebbian inhibitory STDP
10.1371/journal.pcbi.1012973 · 2025 · External reference
Biologically inspired heterogeneous learning for accurate, efficient and low-latency neural network
2025 · External reference
Bio-inspired computational memory model of the Hippocampus : An approach to a neuromorphic spike-based content-Addressable memory
10.1016/j.neunet.2024.106474 · 2024 · External reference
DEA-net: Single image dehazing based on detail-enhanced convolution and content-guided attention
10.1109/tip.2024.3354108 · 2024 · External reference
Spike timing-dependent plasticity and memory
10.1016/j.conb.2023.102707 · 2023 · External reference
Temporal efficient training of spiking neural network via gradient re-weighting
2022 · External reference
HetSyn : Versatile timescale integration in spiking neural networks via heterogeneous synapses
2025 · External reference
Exploiting neuron and synapse filter dynamics in spatial temporal learning of deep spiking neural network
2020 · External reference
Incorporating learnable membrane time constant to enhance learning of spiking neural networks
2021 · External reference
Spiking Wavelet Transformer
2024 · External reference
Spiking neural networks need high-frequency information
2025 · External reference
The Convolutional Tsetlin Machine
2019 · External reference
The pyramid match kernel: Discriminative classification with sets of image features
2005 · External reference
Reducing the dimensionality of data with neural networks
10.1126/science.1127647 · 2006 · External reference
Unresolved reference
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Simple model of spiking neurons
10.1109/tnn.2003.820440 · 2003 · External reference
STDP-based associative memory model on spiking neural networks
2024 · External reference
Memory engrams: Recalling the past and imagining the future
10.1126/science.aaw4325 · 2020 · External reference
The role of data augmentation and attention mechanisms in UNet and ConvNeXt architectures for optimizing breast tumor segmentation
10.1038/s41598-025-29841-2 · 2025 · External reference
A spiking convolutional neural network for glioma brain tumor segmentation using a spike-timing-dependent plasticity method
2026 · External reference
Selective inhibition in CA3 : A mechanism for stable pattern completion through heterosynaptic plasticity
10.1371/journal.pcbi.1013267 · 2025 · External reference
Differentiable spike : Rethinking gradient-descent for training spiking neural networks
2021 · External reference
IM-LIF : Improved neuronal dynamics with attention mechanism for direct training deep spiking neural network
10.1109/tetci.2024.3359539 · 2024 · External reference
Biomedical Signal Processing and Control Memory-augmented-based meta-learning framework for cross-subject motor imagery classification
10.1016/j.bspc.2025.108246 · 2025 · External reference
Networks of spiking neurons: The third generation of neural network models
10.1016/s0893-6080(97)00011-7 · 1997 · External reference
Adaptive dendritic plasticity in brain-inspired dynamic neural networks for enhanced multi-timescale feature extraction
10.1016/j.neunet.2025.108191 · 2026 · External reference
Spike time displacement-based error backpropagation in convolutional spiking neural networks
10.1007/s00521-023-08567-0 · 2023 · External reference
The role of temporal hierarchy in spiking neural networks
2024 · External reference
Chaos, solitons and fractals application of modular and sparse complex networks in enhancing connectivity patterns of liquid state machines
10.1016/j.chaos.2024.115940 · 2025 · External reference
Efficient Multi-scale attention module with cross-spatial learning
2023 · External reference
Unresolved reference
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Unresolved reference
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A global – Local 3D brain tumor segmentation model using vision transformers and axial State- space modeling
2026 · External reference
Spiking representation learning for associative memories
10.3389/fnins.2024.1439414 · 2024 · External reference
Learning representations by back-propagating errors
10.1038/323533a0 · 1986 · External reference
Exploiting heterogeneous delays for efficient computation in low-bit neural networks
2025 · External reference
Algorithm – hardware co-design of neuromorphic networks with dual memory pathways
10.1038/s42256-026-01255-3 · 2026 · External reference
Robust and accelerated single-spike spiking neural network training with applicability to challenging temporal tasks
2023 · External reference
Dual-timescale memory in a spiking neuron – Astrocyte network for efficient navigation
2026 · External reference
A universal ANN-to-SNN framework for achieving high accuracy and low latency deep Spiking Neural networks
10.1016/j.neunet.2024.106244 · 2024 · External reference
CPT-SNN : A spiking neural network that can combine the previous timestep
10.1016/j.neucom.2025.130253 · 2025 · External reference
AGCA: An adaptive graph channel attention module for steel surface defect detection
2023 · External reference
HCF-Net: Hierarchical context fusion network for infrared small object detection
2024 · External reference
SHViT: Single-head vision transformer with memory efficient macro design
2024 · External reference
Continual familiarity decoding from recurrent connections in spiking networks
2025 · External reference
Neural timescales from a computational perspective
2026 · External reference
Integrate memory mechanism in multi-granularity deep framework for driver drowsiness detection
10.20517/ir.2023.34 · 2023 · External reference
10.2139/ssrn.5441417
10.2139/ssrn.5441417 · External reference
Going deeper with directly-trained larger spiking neural networks
2021 · External reference
Temporal dendritic heterogeneity incorporated with spiking neural networks for learning multi-timescale dynamics
2024 · External reference
QKFormer: Hierarchical spiking transformer using Q-K attention
2024 · External reference
Spikformer: When spiking neural network meets transformer
2022 · External reference
