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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

William Youngwoo Chung

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Book Open access Aug 2026

Vector-Space Projection and Unified Complex-Valued Acceleration for Scaling Matrix-Based Brain-Inspired Representations

This work proposes a flattening methodology that preserves GHRR's matrix-based encoding while executing training and inference directly in vector space, functionally equivalent to FHRR inference yet free of permutation logic.

William Youngwoo Chung, Hyunwoo Oh, Calvin Yeung et al. · 0 citations
Book Open access Aug 2026

Algorithm-Hardware Co-Design for Efficient Vector Symbolic Autonomous World Modeling

This work introduces a state-of-the-art, out-of-order vector processor to natively accelerate VSA world modeling for autonomous systems with a power envelope of less than 130 mW, and unifies a structured, generalizable world model with hardware-efficient vector processing, which enables scalable and powerful autonomous...

Andrew Ding, William Youngwoo Chung, N. Bagherzadeh et al. · 0 citations

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