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Check out APL and Futhark. There are some nice examples of ANNs implemented in J and APL[1]. I am currently studying hardware efforts for neuromorhic systems. T
by eggy 4y ago
Check out APL and Futhark. There are some nice examples of ANNs implemented in J and APL[1]. I am currently studying hardware efforts for neuromorhic systems. The array model is great, but when running on von Neumann architectures you lose execution potential. J was an inspiration for Pandas written by Wes McKinney. It is column-based vs. Numpy's row-based model.
[1] https://aplwiki.com/wiki/Neural_networks https://aplwiki.com/wiki/Neural_networks
- rramadass 4y agoThanks for the pointers, will definitely look into it. >The array model is great, but when running on von Neumann architectures you lose execution potential I expected that the array model would be best for SIMD and GPU parallel processing and as such a good fit for ML. See Also: Array Languages Make Neural Networks Fast - https://arxiv.org/pdf/1912.05234 https://arxiv.org/pdf/1912.05234