Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation
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Updated
Apr 4, 2021 - Python
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ann-snn-conversion
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Conversion from CNNs to SNNs using Tensorflow-Keras
spiking-neural-networks ann-snn-conversion cnn-to-snn-conversion spkeras snn-keras snn-training ann-to-snn-conversion
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Apr 29, 2024 - Python
Hardware-verified SNN-equivalent intrusion detection system (IDS) on STM32N6 Neural-ART NPU. INT8 quantized MLP achieving 0.4561ms inference at 800MHz. First publicly documented IDS on a commodity MCU NPU with T=1 SNN-ANN equivalence validation.
cybersecurity iot-security network-security intrusion-detection-system nsl-kdd neuromorphic-computing onnx embedded-ai edge-ai spiking-neural-network ann-snn-conversion tinyml post-training-quantization int8-quantization cortex-m55 real-time-inference stm32n6 qcfs neural-art-npu mcu-npu
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Updated
Mar 9, 2026 - Python
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