Lista de obras -

A Kernel Bayesian Adaptive Resonance Theory with A Topological Structure

scientific article published on 30 October 2018

A hybrid generative and predictive model of the motor cortex

artículo científico publicado en 2005

Attention modeled as information in learning multisensory integration

artículo científico publicado en 2015

Bootstrapping Knowledge Graphs From Images and Text

Continual lifelong learning with neural networks: A review

scientific article published on 06 February 2019

Crossmodal Language Grounding in an Embodied Neurocognitive Model

artículo científico publicado en 2020

Crossmodal lifelong learning in hybrid neural embodied architectures

artículo científico publicado en 2017

DETERMINING COOPERATION IN MULTIAGENT SYSTEMS WITH CULTURAL TRAITS

Developing crossmodal expression recognition based on a deep neural model

artículo científico publicado en 2016

Do I Have a Personality? Endowing Care Robots with Context-Dependent Personality Traits

artículo científico publicado en 2020

Enhanced Robot Speech Recognition Using Biomimetic Binaural Sound Source Localization

artículo científico publicado en 2018

Evaluating Integration Strategies for Visuo-Haptic Object Recognition

artículo científico publicado en 2017

Explainable Goal-driven Agents and Robots - A Comprehensive Review

artículo científico publicado en 2022

Human Impression of Humanoid Robots Mirroring Social Cues

scientific article published on 11 March 2024

Hybrid preference machines based on inspiration from neuroscience

scholarly article by Stefan Wermter & Christo Panchev published June 2002 in Cognitive Systems Research

Image Invariant Robot Navigation Based on Self Organising Neural Place Codes

Improving Robot Motor Learning with Negatively Valenced Reinforcement Signals

artículo científico publicado en 2017

Integrating Uncertainty Into Neural Network-Based Speech Enhancement

artículo científico publicado en 2023

Language-Model-Based Paired Variational Autoencoders for Robotic Language Learning

scientific article published in 2023

Learning Then, Learning Now, and Every Second in Between: Lifelong Learning With a Simulated Humanoid Robot

artículo científico publicado en 2021

Learning indoor robot navigation using visual and sensorimotor map information

artículo científico publicado en 2013

Learning robot actions based on self-organising language memory.

artículo científico

Lifelong Learning of Spatiotemporal Representations With Dual-Memory Recurrent Self-Organization

article

Lifelong learning of human actions with deep neural network self-organization.

artículo científico publicado en 2017

LipSound2: Self-Supervised Pre-Training for Lip-to-Speech Reconstruction and Lip Reading

artículo científico publicado en 2022

Multimodal emotional state recognition using sequence-dependent deep hierarchical features.

artículo científico publicado en 2015

Question Answering with Hierarchical Attention Networks

Reward-driven learning of sensorimotor laws and visual features

Robotic sound-source localisation architecture using cross-correlation and recurrent neural networks

artículo científico publicado en 2009

Self-organizing neural integration of pose-motion features for human action recognition

artículo científico publicado en 2015

Spatial relation learning in complementary scenarios with deep neural networks

scientific article published in 2022

Speeding up the Hyperparameter Optimization of Deep Convolutional Neural Networks

scientific article published on 19 June 2018

Spike-timing-dependent synaptic plasticity: from single spikes to spike trains

article by Christo Panchev & Stefan Wermter published June 2004 in Neurocomputing

Symbolic state transducers and recurrent neural preference machines for text mining

Teaching NICO How to Grasp: An Empirical Study on Crossmodal Social Interaction as a Key Factor for Robots Learning From Humans

artículo científico publicado en 2020

Temporal sequence detection with spiking neurons: towards recognizing robot language instructions

Toward a self-organizing pre-symbolic neural model representing sensorimotor primitives.

artículo científico publicado en 2014

Understanding auditory representations of emotional expressions with neural networks

artículo científico publicado en 2018

Virtual or Physical? Social Robots Teaching a Fictional Language Through a Role-Playing Game Inspired by Game of Thrones

What Can Computational Models Learn From Human Selective Attention? A Review From an Audiovisual Unimodal and Crossmodal Perspective

scientific article published on 27 February 2020

WoZ4U: An Open-Source Wizard-of-Oz Interface for Easy, Efficient and Robust HRI Experiments

artículo científico publicado en 2021

Wrapyfi: A Python Wrapper for Integrating Robots, Sensors, and Applications across Multiple Middleware

artículo científico publicado en 2024

Lista de obras de

A Kernel Bayesian Adaptive Resonance Theory with A Topological Structure

A hybrid generative and predictive model of the motor cortex

Attention modeled as information in learning multisensory integration

Bootstrapping Knowledge Graphs From Images and Text

Continual lifelong learning with neural networks: A review

Crossmodal Language Grounding in an Embodied Neurocognitive Model

Crossmodal lifelong learning in hybrid neural embodied architectures

DETERMINING COOPERATION IN MULTIAGENT SYSTEMS WITH CULTURAL TRAITS

Developing crossmodal expression recognition based on a deep neural model

Do I Have a Personality? Endowing Care Robots with Context-Dependent Personality Traits

Enhanced Robot Speech Recognition Using Biomimetic Binaural Sound Source Localization

Evaluating Integration Strategies for Visuo-Haptic Object Recognition

Explainable Goal-driven Agents and Robots - A Comprehensive Review

Human Impression of Humanoid Robots Mirroring Social Cues

Hybrid preference machines based on inspiration from neuroscience

Image Invariant Robot Navigation Based on Self Organising Neural Place Codes

Improving Robot Motor Learning with Negatively Valenced Reinforcement Signals

Integrating Uncertainty Into Neural Network-Based Speech Enhancement

Language-Model-Based Paired Variational Autoencoders for Robotic Language Learning

Learning Then, Learning Now, and Every Second in Between: Lifelong Learning With a Simulated Humanoid Robot

Learning indoor robot navigation using visual and sensorimotor map information

Learning robot actions based on self-organising language memory.

Lifelong Learning of Spatiotemporal Representations With Dual-Memory Recurrent Self-Organization

Lifelong learning of human actions with deep neural network self-organization.

LipSound2: Self-Supervised Pre-Training for Lip-to-Speech Reconstruction and Lip Reading

Multimodal emotional state recognition using sequence-dependent deep hierarchical features.

Question Answering with Hierarchical Attention Networks

Reward-driven learning of sensorimotor laws and visual features

Robotic sound-source localisation architecture using cross-correlation and recurrent neural networks

Self-organizing neural integration of pose-motion features for human action recognition

Spatial relation learning in complementary scenarios with deep neural networks

Speeding up the Hyperparameter Optimization of Deep Convolutional Neural Networks

Spike-timing-dependent synaptic plasticity: from single spikes to spike trains

Symbolic state transducers and recurrent neural preference machines for text mining

Teaching NICO How to Grasp: An Empirical Study on Crossmodal Social Interaction as a Key Factor for Robots Learning From Humans

Temporal sequence detection with spiking neurons: towards recognizing robot language instructions

Toward a self-organizing pre-symbolic neural model representing sensorimotor primitives.

Understanding auditory representations of emotional expressions with neural networks

Virtual or Physical? Social Robots Teaching a Fictional Language Through a Role-Playing Game Inspired by Game of Thrones

What Can Computational Models Learn From Human Selective Attention? A Review From an Audiovisual Unimodal and Crossmodal Perspective

WoZ4U: An Open-Source Wizard-of-Oz Interface for Easy, Efficient and Robust HRI Experiments

Wrapyfi: A Python Wrapper for Integrating Robots, Sensors, and Applications across Multiple Middleware