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 # nn - implementation of neural networks in c
 
-implements neural networks in c, targets embedded systems (microcontrollers, fpgas) \
-current implemented a simple feedforward nn in `snn.c`, todo is a convolutional neural network (with HLS #pragmas) for an fpga. \
+implements neural networks in c, targets embedded systems (microcontrollers, fpgas) 
+
+current implementation is  a simple feedforward nn in `snn.c`, todo is a convolutional neural network (with HLS #pragmas) for an fpga.
 
 depends on native c libraries and [gsl](https://www.gnu.org/software/gsl/) as the only external one
 
 ### future goals
-cnn w/ pragams -> successfully compiled to verilog using vivado/vitus \
+cnn w/ pragmas -> successfully compiled to verilog using vivado/vitus \
 self-made matrix multiplication library, relying only on native c ones \
-code cleanup and optimization \
+code cleanup and optimization