Signals MDPI

📢 We’re proud to announce that Signals has received its first Impact Factor: 2.6! A big thank you to our authors, reviewers, and editors for your continued support as we strengthen the journal’s presence in the #engineering field. 📊 Journal stats: brnw.ch/21wTTlf

📢New Publication Agentic Vision Framework for Real-Time Manufacturing Contamination Detection Using Patch-Based Lightweight Convolutional Neural Networks By Yuan Xing, Xuedong Ding and Haowen Pan 👉See the paper: brnw.ch/21x0RTK

✨#EditorsChoice✨ Noncooperative Spectrum Sensing Strategy Based on Recurrence Quantification Analysis in the Context of the Cognitive Radio By Jean-Marie Kadjo, Koffi Clément Yao, Ali Mansour and Denis Le Jeune 👉See the paper: brnw.ch/21x0NHC

📢New Publication Proposal and Prototype of a GUI-Based Algorithm for ECG R-Peak Correction and Immediate R-R Interval Updating By Yutaka Yoshida and Kiyoko Yokoyama 👉See the paper: brnw.ch/21x0Fqd

✨#EditorsChoice✨ A Novel Clustering Algorithm Integrating Gershgorin Circle Theorem and Nonmaximum Suppression for Neural Spike Data Analysis By Sahaj Anilbhai Patel and Abidin Yildirim 👉See the paper: brnw.ch/21x0BH8

📢New Publication From #Neurons to #Networks: A Holistic Review of #Electroencephalography (#EEG) from Neurophysiological Foundations to #AI Techniques By Christos Kalogeropoulos, Konstantinos Theofilatos and Seferina Mavroudi 🔗See the paper: brnw.ch/21x0r4b

✨#EditorsChoice✨ Electroencephalogram Functional Connectivity Analysis and Classification of Mental Arithmetic Working Memory Task By Harshini Gangapuram and Vidya Manian 👉Read the full paper: brnw.ch/21x0nc0

✨#EditorsChoice✨ Electroencephalogram Functional Connectivity Analysis and Classification of Mental Arithmetic Working Memory Task By Harshini Gangapuram and Vidya Manian 👉Read the full paper: brnw.ch/21x0nbS

📢New Publication An Interpretable Residual Spatio-Temporal Graph Attention Network for Multiclass Emotion Recognition from #EEG By Manal Hilali, Abdellah Ezzati, Said Ben Alla and Ahmed El Badaoui 🔗Read the full paper: brnw.ch/21x0fyN

✨#EditorsChoice✨ #CNN-Based Pattern Classifiers for Precise Identification of Perinatal #EEG #Biomarkers of #Brain Injury in Preterm Neonates By Hamid Abbasi, Malcolm R. Battin, Deborah Rowe, Robyn Butler, Alistair J. Gunn and Laura Bennet 👉See the paper:

📢New Publication Multitrack #Music Transcription Based on Joint Learning of Onset and Frame Streams By Tomoki Matsunaga and Hiroaki Saito 👉Read the full paper: brnw.ch/21x06Ng

✨#EditorsChoice✨ Optimizing Dynamic Mode Decomposition for Video Denoising via Plug-and-Play Alternating Direction Method of Multipliers By Hyoga Yamamoto, Shunki Anami and Ryo Matsuoka 👉See the paper: brnw.ch/21x04Un

✨#EditorsChoice✨ A Complete Pipeline for Heart Rate Extraction from Infant ECGs By Harry T. Mason, Astrid Priscilla Martinez-Cedillo, Quoc C. Vuong, Maria Carmen Garcia-de-Soria, Stephen Smith, Elena Geangu and Marina I. Knight 🔗See the paper: brnw.ch/21wZO7Y

📢We’re excited to participate in the International Workshop on Antenna Technology! 📍Liverpool, UK 🗓️25–27 March 2026 If you’re planning to attend, don’t hesitate to visit our booth and meet our team. 🔗 Find out more: brnw.ch/21wZMaF

✨#EditorsChoice✨ The Effect of Jittered Stimulus Onset Interval on Electrophysiological Markers of Attention in a Brain–Computer Interface Rapid Serial Visual Presentation Paradigm By Daniel Klee, Tab Memmott and Barry Oken 👉 See the paper: brnw.ch/21wZFHf

📢New Publication Multimodal Hybrid #CNN-Transformer with Attention Mechanism for #Sleep Stages and Disorders Classification Using Bio-#Signal Images By Innocent Tujyinama, Bessam Abdulrazak and Rachid Hedjam 👉See the paper: brnw.ch/21wZAmZ

📢New Publication A Novel Deterministic Algorithm for Atrial Fibrillation Detection By Alessandro Filisetti, Pietro Bia, Germana Luciani, Margherita Losardo, Riccardo Ardoino and Antonio Manna 🔗Read the full paper: brnw.ch/21wZrUH

📈One of the Most Viewed Papers in 2025 Neuromuscular Control in Incline and Decline Treadmill Running: Insights into Movement Synergies for Training and Rehabilitation By Arunee Promsri 🔗Read the full paper: brnw.ch/21wZpR0

📢New Publication Combined Infinity Laplacian and Non-Local Means Models Applied to Depth #Map Restoration By Vanel Lazcano, Mabel Vega-Rojas and Felipe Calderero 👉See the paper: brnw.ch/21wZo3B

📈Most Viewed Paper in 2025 #Speech Emotion Recognition: Comparative Analysis of CNN-LSTM and Attention-Enhanced CNN-LSTM Models By Jamsher Bhanbhro, Asif Aziz Memon, Bharat Lal, Shahnawaz Talpur and Madeha Memon 🔗Read the Full Paper: brnw.ch/21wZeIy

📢New Publication An Improved Variable Step-Size Normalized Subband Adaptive Filtering Algorithm for #Signal Clipping Distortion By Jiapeng Duan and Bo Zhang 👉Read the full paper: brnw.ch/21wZchr