IEEE

Over-the-Air Edge Inference via End-to-End Metasurfaces-Integrated Artificial Neural Networks

Abstract: In the Edge Inference (EI) paradigm, where a Deep Neural Network (DNN) is split across the transceivers to wirelessly communicate goal-defined features in solving a computational task, the ...
GitHub

op_inf_engine.hpp

#define INF_ENGINE_VER_MAJOR_GT(ver) (((INF_ENGINE_RELEASE) / 10000) > ((ver) / 10000)) #define INF_ENGINE_VER_MAJOR_GE(ver) (((INF_ENGINE_RELEASE) / 10000) >= ((ver ...
IEEE

A 83.7% Resource Reduced FPGA-based Wired-Logic DNN Processor by Using Mixed-Precision Module Embedding Into Non-Linear Function LUT

Abstract: Wired-logic processor architecture is a promising technology for energy-efficient FPGA-based DNN processors by eliminating power-intensive DRAM/BRAM accesses. A key challenge of wired-logic ...
GitHub

THFile.h

TH_API long THFile_readByteRaw(THFile *self, unsigned char *data, long n); TH_API long THFile_readCharRaw(THFile *self, char *data, long n); TH_API long THFile_readShortRaw(THFile *self, short *data, ...
Journal of Medical Internet Research

Interdisciplinary Development and Fine-Tuning of CARDIO, a Large Language Model for Cardiovascular Health Education in HIV Care: Tutorial

In this tutorial, we describe the iterative, data-based development and evaluation of an intersectionality-informed large language model designed to support patient teaching in this population.