OpenCodePapers

gesture-recognition-on-dvs128-gesture

Gesture Recognition
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PaperCodeAccuracy (%)ModelNameReleaseDate
TENNs-PLEIADES: Building Temporal Kernels with Orthogonal Polynomials✓ Link100.00TENNs-PLEIADES2024-05-20
Sequence Approximation using Feedforward Spiking Neural Network for Spatiotemporal Learning: Theory and Optimization Methods98.0mMND (BPTT)2021-09-29
Efficient recurrent architectures through activity sparsity and sparse back-propagation through time✓ Link97.8EGRU2022-06-13
Temporal Binary Representation for Event-Based Action Recognition✓ Link97.73AlexNet+LSTM2020-10-18
S-TLLR: STDP-inspired Temporal Local Learning Rule for Spiking Neural Networks✓ Link97.72S-TLLR2023-06-27
Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models✓ Link97.7Event-SSM2024-04-29
A Synapse-Threshold Synergistic Learning Approach for Spiking Neural Networks✓ Link97.22STL-SNN2022-06-10
Online Training Through Time for Spiking Neural Networks✓ Link96.88OTTT2022-10-09
Convolutional Spiking Neural Networks for Spatio-Temporal Feature Extraction✓ Link96.7STS-ResNet2020-03-27
Sequence Approximation using Feedforward Spiking Neural Network for Spatiotemporal Learning: Theory and Optimization Methods96.6mMND (STDP)2021-09-29
ALERT-Transformer: Bridging Asynchronous and Synchronous Machine Learning for Real-Time Event-based Spatio-Temporal Data96.2LERT-Transformer Large2024-02-02
Hardware/Software co-design with ADC-Less In-memory Computing Hardware for Spiking Neural Networks95.15DVSNet2022-11-03
ALERT-Transformer: Bridging Asynchronous and Synchronous Machine Learning for Real-Time Event-based Spatio-Temporal Data94.1ALERT-Transformer Large2024-02-02
Comparing SNNs and RNNs on Neuromorphic Vision Datasets: Similarities and Differences✓ Link86.81LSTM2020-05-02
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