Science Daily6d
Synchronization in neural nets: Mathematical insight into neuron readout drives significant improvements in prediction accuracy
Researchers applied the mathematical theory of synchronization to clarify how recurrent neural networks (RNNs) generate predictions, revealing a certain map, based on the generalized synchronization, ...
Brain-controlled interface experiment provides empirical support for one-way neural activity paths
Neural network models that are able to make decisions or store memories have long captured scientists' imaginations. In these ...
Building sentence structure may be language-specific, brain activity study finds
Do speakers of different languages build sentence structure in the same way? In a neuroimaging study published in PLOS ...
University of Texas at San Antonio1d
In Nature article, UTSA researchers chart course for scalable, neuromorphic computing systems
A review article about the future of neuromorphic computing by a team of 23 researchers, including two authors from UTSA, was ...
Scientific Research Publishing1d
A Dynamic Knowledge Base Updating Mechanism-Based Retrieval-Augmented Generation Framework for Intelligent Question-and-Answer Systems ()
In the context of power generation companies, vast amounts of specialized data and expert knowledge have been accumulated. However, challenges such as data silos and fragmented knowledge hinder the ...
GitHub1d
RSANet: Recurrent Slice-wise Attention Network for Multiple Sclerosis Lesion Segmentation (MICCAI'2019)
In this paper, we propose a novel recurrent slice-wise attention ... since both 3D U-Net and non-local network are not able to efficiently capture the long-range dependencies between MS lesions and ...
World Scientific6d
DNN-PPI: A LARGE-SCALE PREDICTION OF PROTEIN–PROTEIN INTERACTIONS BASED ON DEEP NEURAL NETWORKS
Institute of Intelligent Machine, Hefei Institutes of Physical Science, Chinese Academy of Sciences, HeFei City, AnHui Province 230031, P. R. China University of Science and Technology of China, HeFei ...
GitHub6d
apple/ml-recurrent-drafter
This software project accompanies the research paper, Recurrent Drafter for Fast Speculative Decoding in Large Language Models . A computer equipped with one or more contemporary CUDA GPUs. This ...