Machine Learning

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15,552 skills

Computational Lesions in Multilingual LLMs

Computational lesion analysis using multilingual LLMs to probe brain alignment. Method for dissecting shared vs language-specific neural representations in LLMs via targeted ablation. Activation: computational lesions, multilingual LLM brain alignment, language-specific neural representations, lesion analysis LLM, shared representations, LLM neuroscience, brain alignment, ablation LLM

hiyenwong0

Machine Learning

Neural Dynamics Universal Translator

Neural Dynamics Universal Translator for cross-model translation at single-neuron, single-spike resolution between HH, Izhikevich, and artificial spiking neuron models.

hiyenwong0

Machine Learning

Gemst Multidimensional Grouping Snn

Ge²mS-T 多维分组脉冲Transformer架构方法论。通过时间、空间和网络结构三维分组计算，解决 S-ViT 的内存、准确率和能耗三难问题。包含 Grouped-Exponential-Coding IF (ExpG-IF) 模型和 Group-wise Spiking Self-Attention (GW-SSA)。Activation: Ge²mS-T, spiking transformer, multidimensional grouping, SNN vision transformer, energy efficient vision.

hiyenwong0

Machine Learning

Kuramoto Phase Encoding

Kuramoto oscillatory phase encoding for neuro-inspired synchronization and learning efficiency. Activation: neuroscience, kuramoto, phase-encoding.

hiyenwong0

Machine Learning

In Context Brain Decoding

Meta-learning approach for training-free cross-subject brain decoding from fMRI. Uses in-context learning to adapt to new subjects without fine-tuning, addressing neural representation variability. Activation: brain decoding, meta-learning, in-context learning, cross-subject fmri.

hiyenwong0

Machine Learning

Computational Lesions in Multilingual LLMs

Neural Dynamics Universal Translator

Gemst Multidimensional Grouping Snn

Kuramoto Phase Encoding

In Context Brain Decoding

Machine Learning

Computational Lesions in Multilingual LLMs

Neural Dynamics Universal Translator

Gemst Multidimensional Grouping Snn

Kuramoto Phase Encoding

In Context Brain Decoding

Neuromodulation Supports Robust Rhythmic

Neuro Sparse Deconvolved Predictive Network

Snn Working Memory Heterogeneous Delays

Noisy Snn Learning

Non Equilibrium Continual Learning V2

Safe Large Scale Robust Nonlinear Mpc

Specificity Aware Federated Graph Learning