Gan He

HelioX: A GPU-Native Framework for Simulation and Training of Biophysically Detailed Networks

Biophysically detailed neural networks represent a promising frontier for brain-inspired AI, offering intrinsic spatio-temporal dynamics to enhance the expressivity and computational density of deep learning systems. However, general-purpose deep learning frameworks suffer from a fundamental mismatc…