Kristofor D. Carlson

BrainChip Inc

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Recommendation & Information Retrieval (1)

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Anusha Madan Gopal (1)Anusha Madan (1)Aras Pirbadian (1)Gopal Aras (1)

Papers (1)

Aug 3, 2026

BrainChip Inc3w ago

Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection

PRECOG achieves a staggering 4500× reduction in prefill latency, transforming retrieval-augmented generation from sluggish to interactive on edge devices.

Anusha Madan Gopal, Anusha Madan, Aras Pirbadian +8

Architecture Design (Transformers, SSMs, MoE)Recommendation & Information Retrieval

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Kristofor D. Carlson

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)