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Can Liao

2 accepted papers

2025

Generalized and Invariant Single-Neuron In-Vivo Activity Representation Learning

NeurIPS 2025poster

In computational neuroscience, models representing single-neuron in-vivo activity have become essential for understanding the functional identities of individual neurons. These models, such as implicit representation methods based on Transformer architectures, contrastive learning frameworks, and va…

Cited by 0SourceScholar
2025

Neuron Platonic Intrinsic Representation From Dynamics Using Contrastive Learning

ICLR 2025poster

The Platonic Representation Hypothesis posits that behind different modalities of data (what we sense or detect), there exists a universal, modality-independent representation of reality. Inspired by this, we treat each neuron as a system, where we can detect the neuron’s multi-segment activity data…

Cited by 0SourcePDFScholar