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Search results for tensorflow spiking neural networks

spiking-neural-networks x

7 search results found

Snn_toolbox ⭐ 293

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

Nengo Dl ⭐ 77

Deep learning integration for Nengo

Training Neural Networks For Event Based End To End Robot Control ⭐ 33

TUM Master’s thesis: Steering a robot with an event-based vision sensor in a lane-keeping task using methods such as Deep Reinforcement Learning or Spiking Neural Networks.

Keras Spiking ⭐ 29

Spiking neuron integration for Keras

Spikeflow ⭐ 20

Python library for easy creation and running of spiking neural networks in tensorflow.

Snns In Tensorflow ⭐ 20

Implementation of a Spiking Neural Network in Tensorflow.

Lsnn Official ⭐ 13

Long short-term memory Spiking Neural Networks

Supervised Snn With Gd ⭐ 5

A supervised learning algorithm of SNN is proposed by using spike sequences with complex spatio-temporal information. We explore an error back-propagation method of SNN based on gradient descent. The chain rule proved mathematically that it is sufficient to update the SNN’s synaptic weights by directly using an optimizer. Utilizing the TensorFlow framework, a bilayer supervised learning SNN is constructed from scratch. We take the lead in the application of SAR image classification and conduct

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