Yes! Most Cyclone Vs or Zync/Artix chips can support quantized networks, and people have been making them easier to get started with, for example this toolchain

Yes! Most Cyclone Vs or Zync/Artix chips can support quantized networks, and people have been making them easier to get started with, for example this toolchain[1]: https://github.com/danielholanda/LeFlow https://github.com/danielholanda/LeFlow Can take Tensorflow models and convert them to Verilog. Tensorflow already has lots of tools to train quantized models, so all you need to do is convert them to hardware. If you had a big enough Lattice FPGA you the open source Yosys toolchain, or use one of the Vendor proprietary toolchains for Altera/Xilinx. [1] Disclaimer - I went to school with the creator of LeFlow.