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Hyunjun Kim

김현준

There are things ML cannot do — but the human brain can.

From the brain's perspective, ML problems correspond to the following.

01

relevant memories are activated in response to input

retrieval

* Terms may be used loosely for intuitive clarity.

A foundational principle of biology:

Structure creates function.

And perhaps,
what creates the human cognitive abilities described above is the brain's memory structure (engram).

By abstracting the brain's memory structure (engram) and applying it to ML, I am working toward the next Attention Is All You Need.

But there are things I care about more deeply —
things I want to achieve beyond it.

If you'd like to go further —

Write to me at

hyunjun.kim.kr@gmail.com

I read almost every email myself.

Research collaboration, joint exploration, or a simple exchange of ideas — all welcome.

Hyunjun Kim

김현준

Research

SNU Machine Perception & Reasoning Lab ↗

Advisor: Prof. Jonghyun Choi

Publications

Engram Memory Network: Brain-Inspired Prototype Explanations

IJCNN 2026 · sole first author

Activities

AttentionX ↗6th cohort alumnus
NCL Lab ↗Intern
SNUSV ↗29th cohort alumnus

Contact

hyunjun.kim.kr@gmail.com

I read almost every email myself.

Superposition Stories (Naver Blog) ↗