Publicaciones (97) Publicaciones de JESUS MALO LOPEZ

2024

  1. Alignment of color discrimination in humans and image segmentation networks

    Frontiers in Psychology, Vol. 15

  2. Cortical Divisive Normalization from Wilson–Cowan Neural Dynamics

    Journal of Nonlinear Science, Vol. 34, Núm. 2

  3. Functional connectivity via total correlation: Analytical results in visual areas

    Neurocomputing, Vol. 571

  4. Plaid masking explained with input-dependent dendritic nonlinearities

    Scientific Reports, Vol. 14, Núm. 1

2023

  1. Artificial psychophysics questions classical hue cancellation experiments

    Frontiers in Neuroscience, Vol. 17

  2. Neural networks with divisive normalization for image segmentation

    Pattern Recognition Letters, Vol. 173, pp. 64-71

  3. WHAT YOU HEAR IS WHAT YOU SEE: AUDIO QUALITY FROM IMAGE QUALITY METRICS

    Proceedings of the International Conference on Digital Audio Effects, DAFx

2022

  1. Contrast sensitivity functions in autoencoders

    Journal of Vision, Vol. 22, Núm. 6

  2. Functional Connectome of the Human Brain with Total Correlation

    Entropy, Vol. 24, Núm. 12

  3. Information Flow in Biological Networks for Color Vision

    Entropy, Vol. 24, Núm. 10

  4. ON THE RELATION BETWEEN STATISTICAL LEARNING AND PERCEPTUAL DISTANCES

    ICLR 2022 - 10th International Conference on Learning Representations

  5. ORTHONORMAL CONVOLUTIONS FOR THE ROTATION BASED ITERATIVE GAUSSIANIZATION

    Proceedings - International Conference on Image Processing, ICIP

  6. On the synthesis of visual illusions using deep generative models

    Journal of Vision, Vol. 22, Núm. 8

2021

  1. Channel Capacity in Psychovisual Deep-Nets: Gaussianization Versus Kozachenko-Leonenko

    Advances in Intelligent Systems and Computing

2020

  1. Canonical Retina-to-Cortex Vision Model Ready for Automatic Differentiation

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Color illusions also deceive CNNs for low-level vision tasks: Analysis and implications

    Vision Research, Vol. 176, pp. 156-174

  3. Evidence for the intrinsically nonlinear nature of receptive fields in vision

    Scientific Reports, Vol. 10, Núm. 1

  4. Perceptnet: A Human Visual System Inspired Neural Network for Estimating Perceptual Distance

    Proceedings - International Conference on Image Processing, ICIP

  5. Spatio-chromatic information available from different neural layers via Gaussianization

    Journal of Mathematical Neuroscience, Vol. 10, Núm. 1

  6. Visual information flow in Wilson-Cowan networks

    Journal of neurophysiology, Vol. 123, Núm. 6, pp. 2249-2268