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Showing content with the highest reputation on 11/14/2017 in all areas

  1. 1 point
    altineller

    Neural network code

    I have made a simple implementation of an ANN that runs on the Tiva-C and 5529 using c++. It basically is a spiking neural network where the input is summed, and if above threshold, that neuron fires all the axons with 1 * W. There is also a mechanism of decay of the firing rate each time the neuron runs, and a mechanism to modify the neurons firing time, (the more the sum is, the quicker it fires, with in a range.) So the output from each neuron is always one, but the frequency differs. So, it is a trivial spiking neural network but it works. I already connected 4 light sensors, 4 input neurons, 1 hidden layer of 4 neurons, 2 output neurons to motors, and obtained a robot that goes around the light like a fly. @spirilis are there other implementations for embedded platforms for neural networks, that runs on TI products? would anyone be interested in the ANN code, if i make it opensource will anyone help me to make it better? I would be very interested in modifying it so it runs on the c2000. basically it would benefit from a fpu. all it does is sum and multiply floating point numbers. ~Best
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