GitHub

Neuro-inspired Phase Encoding

This repo is the official implementation of "Kuramoto Oscillatory Phase Encoding: Neuro-inspired Synchronization for Improved Learning Efficiency" (ICML 2026). It includes code and configurations for ...
GitHub

ComfyUI Qwen 3.5 4B Text Encoder for Anima 2B

A custom ComfyUI node that adds support for the Qwen 3.5 4B hybrid (Mamba2 + Attention) text encoder for use with the Anima 2B diffusion model. The base Anima 2B ships with a Qwen 3 0.6B text encoder.
IEEE

Enhancing SEEG-Based Speech Decoding via Convolutional Encoder-Decoder and Scale-Recursive Reconstructor

Abstract: A brain-computer interface (BCI) that decodes speech directly from neural activity provides a rapid and natural means of communication for individuals with speech impairments or aphasia.
IEEE

Decoder-Only Image Registration

Abstract: In unsupervised medical image registration, encoder-decoder architectures are widely used to predict dense, full-resolution displacement fields from paired images. Despite their popularity, ...