Concept: Field-programmable gate array
CXL-SpecKV: A Disaggregated FPGA Speculative KV-Cache for Datacenter LLM Serving
Offloading memory to remote accelerators improves LLM inference speed and reduces costs

Low-power gating system reduces data throughput in implantable BCI
Low-power filtering system reduces data in brain implants

Cost-effective FPGA platform records electrophysiological signals faithfully
Open-source hardware platform reduces cost of brain signal recording for neuroscience labs





