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Zihan Liu

@zihan-liu.bsky.social
13 followers 12 following 1 posts

Computational Neuroscience Incoming PhD student @UTokyo | Research Assistant @RIKEN CBS

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Zihan Liu @zihan-liu.bsky.social · 21/02/2026
New preprint on bioRxiv🚀 www.biorxiv.org/content/10.6... We propose a biologically plausible mechanism that reduces catastrophic forgetting in RNNs, where orthogonal task manifolds emerge from predictive learning. Together with Dr. Toshitake Asabuki @asabukilab.bsky.social at RIKEN CBS
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Reposted by Zihan Liu
bioRxiv Neuroscience @biorxiv-neursci.bsky.social · 16/02/2026
Learning sculpts orthogonal task manifolds for continual skill learning in recurrent networks www.biorxiv.org/content/10.64898/20…
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Reposted by Zihan Liu
Asabuki Lab @asabukilab.bsky.social · 16/02/2026
How can RNNs learn continuously without forgetting? 🧠 Our new preprint shows how a predictive learning rule organizes recurrent dynamics into orthogonal manifolds, reducing task interference. Congrats Zihan @zihan-liu.bsky.social ! www.biorxiv.org/content/10.6...
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