Simulation study of HZO ferroelectric memcapacitors for nonvolatile charge-domain attention in transformers, reporting small perplexity deltas on 12 LLMs and projected 18-35x energy reduction versus single-user GPU on long-session RAG/agent workloads.
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FCDC: Nonvolatile Charge-Domain Attention with HZO Ferroelectric Capacitors
Simulation study of HZO ferroelectric memcapacitors for nonvolatile charge-domain attention in transformers, reporting small perplexity deltas on 12 LLMs and projected 18-35x energy reduction versus single-user GPU on long-session RAG/agent workloads.