CUDA-Parallelized-Neural-Network-Simulation

Sequential_CPU

Contains the original starting simulation code.

LIFnetwork.c

C code for running neuron-network simulations sequentially

Create_Connected_Network.c

Helper function for LIFnetwork.c to create a random neuron network

Parallel_GPU

LIFnetwork_Parallel.cu

Parallelized rewrite of LIFnetwork.c in CUDA

Notes:

• Add -lcurand flag while compiling the CUDA file
• Presently, the block grid an blocks themselves are both 1D, they can trivially be extended to 2D or 3D for more number of simultaneous threads.