New Atlas

Sonos gets serious about pro audio with an 8-channel amp for large homes

Eight years after the arrival of the Sonos Amp, which supported four speakers for high-end streaming audio around your house, the brand's leveled things up with new hardware for bigger homes. The Amp ...
Hosted on MSN

Create a Perceptron from Scratch in Python – Step by Step Tutorial

Learn how to build a perceptron from scratch in Python! This tutorial covers the theory, coding, and practical examples, helping you understand the foundations of neural networks and machine learning.
Scientific Research Publishing

Leshno, M., Lin, V.Y., Pinkus, A. and Schocken, S. (1993) Multilayer Feedforward Networks with a Nonpolynomial Activation Function Can Approximate Any Function. Neural Networks ...

ABSTRACT: We explore the performance of various artificial neural network architectures, including a multilayer perceptron (MLP), Kolmogorov-Arnold network (KAN), LSTM-GRU hybrid recursive neural ...
Semiconductor Engineering

Measuring Multi-Layer Ultra-Thin Critical Films

Artificial intelligence is one of the driving forces in today’s semiconductor industry, with more traditional market drivers like high performance compute and smart phones continuing to play important ...
IEEE

Lot Quality Prediction in Semiconductor Manufacturing Final Test Using Multilayer Perceptron

Abstract: Semiconductor manufacturing relies on final test (FT) to ensure the quality of integrated circuits before shipment. To optimize manufacturing and reduce costs, this study develops an AI ...
Semiconductor Engineering

Material Properties of Si/SiGe Multi-layer Stacks For CFETs (Imec, Ghent U, et al.)

A new technical paper titled “Epitaxial Si/SiGe Multi-Stacks: From Stacked Nano-Sheet to Fork-Sheet and CFET Devices” was published by researchers at Imec and Ghent University, et al. “After a short ...
Scientific Research Publishing

Wu, Y., Jia, Y., Ning, X., Xu, Z. and Rosen, D. (2022) Detection of Pediatric Obstructive Sleep Apnea Using a Multilayer Perceptron Model Based on Single-Channel Oxygen ...

ABSTRACT: The purpose of this study is to investigate the sleep habits, cervical health status, and the demand and preference for pillow products of different populations through data analysis. A ...
IEEE

Improvement of Multilayer Perceptron Model for Predicting Etch Rates in CF₄ Plasma With Optical Emission Spectrometer and VI Sensor Data

Abstract: We studied a multilayer perceptron model to predict the etch rates of SiO2 and Si3N4 thin films in CF4 plasma using data obtained from a voltage–current (VI) sensor and an optical emission ...