A processor with neural network support is designed within this project. Project is based on the DOP procoessor that was developed by VLSI group of our department. The instruction set of this processor is enhanced by a set of neural instructions that implement operations typical for neural networks (activation function, dot product, ...). The ALU consists of an adder and barrel shifter, no hardware multiplier is necessary to implement because imprecise shift-add arithmetics is used. This processor is intended for embedded applications.