Benchmarking Neural Decoders: Benchmarking of Hardware-efficient Real-time Neural Decoding in Brain-computer Interfaces

Designing processors for implantable closed-loop neuromodulation systems presents a formidable challenge owing to the constrained operational environment, which requires low latency and high energy efficacy. Previous benchmarks have provided limited insights into power consumption and latency. However, this study introduces algorithmic metrics...