An Inventor of Apple’s FaceID Wants to Analyze Your Brain’s Health With AI

Gidi Littwin’s new AI startup, Hemispheric, makes diagnostic brain scans for conditions like depression, PTSD, and ...
University of Waterloo

ML4QT Symposium | Machine Learning to Advance Quantum Technologies

Fostering exchange and collaboration among experts from academia, research institutions, and industry. The Machine Learning to Advance Quantum Technologies (ML4QT) Symposium serves as a leading forum ...
GitHub

Quantized_ML_Decoding_Optimization.py

self.alpha= tf.get_variable(name=self.alpha_name, shape=[1], dtype=tf.float32, initializer=tf.contrib.layers.xavier_initializer()) self.best_alpha = tf.Variable(tf ...
GitHub

Syndrome-Based Neural Decoding

Syndrome-based neural decoding is a promising approach for soft-decision decoding of short, high-rate codes, but the field is still wide open. Performance often lags behind classical decoders like OSD ...
Scientific Research Publishing

End-to-End Auto-Encoder System for Deep Residual Shrinkage Network for AWGN Channels ()

1 School of Mathematical Sciences, Guizhou Normal University, Guiyang, China. 2 School of Big Data and Computer Science, Guizhou Normal University, Guiyang, China. With the rapid development of deep ...
IEEE

Model-Driven Deep Learning ADMM Decoder for Irregular Binary LDPC Codes

Abstract: In this letter, a model-driven deep learning (DL) decoder for irregular binary low-density parity-check (LDPC) codes is proposed via the alternating direction method of multipliers (ADMM) ...
Independent.ie

Learning to decode sake labels will unlock a Japanese treasure

Brewed like a beer but consumed like a wine, just a few nuggets of information is all you need to delve into the world of sake, says our drinks expert With just a few nuggets of knowledge, a sake ...
Frontiers

Federated Learning for Audio Semantic Communication

In this paper, the problem of audio semantic communication over wireless networks is investigated. In the considered model, wireless edge devices transmit large-sized audio data to a server using ...