We've created a Tensorflow toolbox for reverse engineering trained RNNs (with @SussilloDavid). You train a network (e.g., "vanilla", LSTM, GRU, custom), then we use TF to do the fixed point optimizations and Jacobian computations. http://joss.theoj.org/papers/10.21105/joss.01003 …
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We hope this tool inspires you to unleash modern deep learning approaches toward understanding how networks and brains solve challenging tasks!
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