IEEE

Rethinking Encoder-Decoder Flow Through Shared Structures

Abstract: Dense prediction tasks have enjoyed a growing complexity of encoder architectures, decoders, however, have remained largely the same. They rely on individual blocks decoding intermediate ...
GitHub

Neural interface system that uses machine learning to decode brain signals and generate ...

DreamWalk is a neural interface platform that bridges neuroscience and artificial intelligence to create immersive virtual experiences. The system uses machine learning algorithms to decode real-time ...
GitHub

PULSE Protocol - Python Implementation

PULSE enables any AI system to communicate with any other AI system - regardless of vendor, framework, or architecture. The Problem: Enterprises deploy 15-30 different AI systems that cannot ...
IEEE

Encoder-Decoder Refined Recurrent Transformer Network for Accelerated MRI Reconstruction

Abstract: Accelerated magnetic resonance imaging (MRI) re-construction is a challenging and ill-posed inverse problem due to severe k-space undersampling. In this paper, we propose ReconFormer-EDR, a ...
The New York Times

Researchers Are Using A.I. to Decode the Human Genome

AlphaGenome is a leap forward in the ability to study the human blueprint. But the fine workings of our DNA are still largely a mystery. By Carl Zimmer In 2024, two scientists from Google DeepMind ...