MARLANN stands for Multiply-Accumulate and Rectified-Linear Accelerator for Neural Networks
A simple FPGA machine learning accelerator with focus on small multi-layer CNNs, 8-bit fixed point signed integer arithmetic (32 bit accumulators), max pooling, and ReLU activation function.
The reference platform for this project is the iCE40UP5K FPGA. The project is using the open source iCE40 flow.
See docs/overview.md for a top level overview of the system. See docs/isa.md for a description of the architecture and the instruction set reference, and docs/asm.md for a description of the assembler language syntax.
See docs/qpi.md for a description of the QPI interface to the host.
