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20222024
most citedEvaluation of handwriting kinematics and pressure for differential diagnosis of Parkinson's disease

363 citations · 1.8k across the 74 of their papers we have counts for

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7 papers · 1 filter

cs.LG2022★ 11 cited

On the Handwriting Tasks' Analysis to Detect Fatigue

Manuel-Vicente Garnacho-Castaño, Marcos Faundez-Zanuy, Josep Lopez-Xarbau

Practical determination of physical recovery after intense exercise is a challenging topic that must include mechanical aspects as well as cognitive ones because most of physical s…

cs.LG2022★ 33 cited

Gender classification by means of online uppercase handwriting: A text-dependent allographic approach

Enric Sesa-Nogueras, Marcos Faundez-Zanuy, Josep Roure-Alcobé

This paper presents a gender classification schema based on online handwriting. Using samples acquired with a digital tablet that captures the dynamics of the writing, it classifie…

cs.LG2022

HAIDA: Biometric technological therapy tools for neurorehabilitation of Cognitive Impairment

Elsa Fernandez, Jordi Sole-Casals, Pilar M. Calvo +2

Dementia, and specially Alzheimer s disease (AD) and Mild Cognitive Impairment (MCI) are one of the most important diseases suffered by elderly population. Music therapy is one of…

cs.LG2022

A comparative study of several ADPCM schemes with linear and nonlinear prediction

Oscar Oliva, Marcos Faundez-Zanuy

In this paper we compare several ADPCM schemes with nonlinear prediction based on neural nets with the classical ADPCM schemes based on several linear prediction schemes. Main stud…

cs.LG2022

Non-linear predictive vector quantization of speech

Marcos Faundez-Zanuy

In this paper we propose a Non-Linear Predictive Vector quantizer (PVQ) for speech coding, based on Multi-Layer Perceptrons. We also propose a method to evaluate if a quantizer is…

cs.LG2022★ 2 cited

N-dimensional nonlinear prediction with MLP

Marcos Faundez-Zanuy

In this paper we propose a Non-Linear Predictive Vector quantizer (PVQ) for speech coding, based on Multi-Layer Perceptrons. With this scheme we have improved the results of our pr…

cs.LG2022★ 18 cited

Testing report of a fingerprint-based door-opening system

Marcos Faundez-Zanuy, Joan Fabregas

This paper describes the operational evaluation of a door-opening system based on a low-cost inkless fingerprint sensor. This system has been developed and installed for access con…