VQ4SNN: Vector Quantization for Memory-Efficient FPGA Spiking Neural Networks

Dimitrios Sekertzis, Giorgos Dimitrakopoulos

Spiking Neural Networks (SNNs) offer an energy-efficient paradigm for edge AI, making them attractive for hardware acceleration. However, deploying dense SNNs on FPGAs is constrain…