Towards high-level synthesis of neural models on FPGAs

Recent trends in studying the brain activity have attracted interest in the simulation of neurons to understand the brain functionality. However, these simulations are computationally intensive and time consuming, which limits this study. High-performance FPGA-based platforms are being utilized to accelerate these simulations. However, the...