brain of mat kelcey...

a (larger) wavenet neural net running on an FPGA at (almost) 200,000 inferences / sec

October 12, 2023 at 01:00 PM | categories: eurorack, wavenet, fpga

wavenet on an mcu is fast, but, oh boy! wait until you see an even larger model running on an FPGA!

a wavenet neural net running on a microcontroller at (almost) 50,000 inferences / sec

September 09, 2023 at 09:00 PM | categories: mcu, wavenet, eurorack

wavenet can run at audio rates on an mcu, if you cache carefully, and be used for fun eurorack effects.

popular posts...

ensemble nets : training ensembles as a single model using jax on a tpu pod slice(sept 2020)

bnn : counting bees with a rasp pi (may 2018)

drivebot : learning to do laps with reinforcement learning and neural nets (feb 2016)

wikipedia philosophy : do all first links on wikipedia lead to philosophy? (aug 2011)

cartpole++ : deep RL hacking with a complex 3d cart pole environment (aug 2016)

malmomo : deep RL hacking on minecraft with malmo (jan 2017)

some papers from my time at google research / brain...

my honours thesis

the co-evolution of cooperative behaviour (1997) evolving neural nets with genetic algorithms for communication problems.

old projects...