Lista de obras -

A Fast and Robust Cluster Update Algorithm for Image Segmentation in Spin-Lattice Models Without Annealing. Visual Latencies Revisited

artículo científico publicado en 1998

A Novel Controller for Bipedal Locomotion Integrating Feed-Forward and Feedback Mechanisms

A Scene Representation Based on Multi-Modal 2D and 3D Features

A Simple Ontology of Manipulation Actions Based on Hand-Object Relations

A computational model of conditioning inspired by Drosophila olfactory system.

artículo científico publicado en 2016

A cortical architecture on parallel hardware for motion processing in real time

artículo científico publicado en 2010

A deep learning framework for efficient analysis of breast volume and fibroglandular tissue using MR data with strong artifacts

scientific article published on 06 March 2019

A detailed model of the primary visual pathway in the cat: comparison of afferent excitatory and intracortical inhibitory connection schemes for orientation selectivity

artículo científico publicado en 1991

A model for cortical rewiring following deafferentation and focal stroke

artículo científico publicado en 2009

A neuromorphic depth-from-motion vision model with STDP adaptation

artículo científico publicado en 2006

A possible basic cortical microcircuit called "cascaded inhibition." Results from cortical network models and recording experiments from striate simple cells

artículo científico publicado en 1998

A reflexive neural network for dynamic biped walking control

artículo científico publicado en 2006

A simple glass-coated, fire-polished tungsten electrode with conductance adjustment using hydrofluoridic acid

artículo científico publicado en 1988

Activity-dependent structural plasticity

artículo científico publicado en 2009

Adaptive Control Strategies for Interlimb Coordination in Legged Robots: A Review

artículo científico publicado en 2017

Adaptive and Energy Efficient Walking in a Hexapod Robot Under Neuromechanical Control and Sensorimotor Learning

artículo científico publicado en 2015

Adaptive, fast walking in a biped robot under neuronal control and learning

artículo científico publicado en 2007

An ASIC-chip for stereoscopic depth analysis in video-real-time based on visual cortical cell behavior

artículo científico publicado en 1999

An information theoretic model of information processing in the Drosophila olfactory system: the role of inhibitory neurons for system efficiency

artículo científico publicado en 2013

An on-line spike form discriminator for extracellular recordings based on an analog correlation technique

artículo científico publicado en 1986

Analysis of synaptic scaling in combination with hebbian plasticity in several simple networks

artículo científico publicado en 2012

Analytical Solution of Spike-timing Dependent Plasticity Based on Synaptic Biophysics ⬇️

artículo científico publicado en 2004

Applying statistical generalization to determine search direction for reinforcement learning of movement primitives

scholarly article published November 2012

Axial responses in visual cortical cells: spatio-temporal mechanisms quantified by Fourier components of cortical tuning curves

scientific article published on 01 January 1991

Axis of preferred motion is a function of bar length in visual cortical receptive fields

artículo científico publicado en 1989

Behavioral analysis of differential Hebbian learning in closed-loop systems

artículo científico publicado en 2010

Biologically-inspired adaptive obstacle negotiation behavior of hexapod robots.

artículo científico publicado en 2014

Chained learning architectures in a simple closed-loop behavioural context

artículo científico publicado en 2007

Closed-Form Treatment of the Interactions between Neuronal Activity and Timing-Dependent Plasticity in Networks of Linear Neurons ⬇️

artículo científico publicado el 27 de octubre de 2010

Cluster update algorithm and recognition

artículo científico publicado en 2000

Collective information storage in multiple synapses enables fast learning and slow forgetting

artículo científico publicado en 2015

Context, state and the receptive fields of striatal cortex cells.

artículo científico publicado en 2000

Control System Development for a Novel Wire-Driven Hyper-Redundant Chain Robot, 3D-Trunk

article

Convolutional autoencoder and conditional random fields hybrid for predicting spatial-temporal chaos

scientific article published on 01 December 2019

Correction: Adaptive, Fast Walking in a Biped Robot under Neuronal Control and Learning.

artículo científico publicado en 2007

Correlated variations in EEG pattern and visual responsiveness of cat lateral geniculate relay cells.

artículo científico publicado en 1999

Correlations between directional and orientational tuning of cells in cat striate cortex

scientific article published on 01 January 1991

Corticofugal feedback can reduce the visual latency of responses to antagonistic stimuli

artículo científico publicado en 1996

Corticofugal feedback improves the timing of retino-geniculate signal transmission

artículo científico publicado en 1996

Deep Metadata Fusion for Traffic Light to Lane Assignment

artículo científico publicado en 2019

Developing velocity sensitivity in a model neuron by local synaptic plasticity

artículo científico publicado en 2007

Development of place cells by a simple model in a closed loop context.

artículo científico publicado en 2007

Differences in the temporal dynamics of the visual ON and OFF pathways

artículo científico publicado en 1995

Disambiguating multi-modal scene representations using perceptual grouping constraints

artículo científico publicado en 2010

Distributed recurrent neural forward models with synaptic adaptation and CPG-based control for complex behaviors of walking robots.

artículo científico publicado en 2015

Dynamic Neural Fields with Intrinsic Plasticity

artículo científico publicado en 2017

Early Cognitive Vision: Using Gestalt-Laws for Task-Dependent, Active Image-Processing

Early Reactive Grasping with Second Order 3D Feature Relations

Effects of fixational eye movements on retinal ganglion cell responses: a modelling study

artículo científico publicado en 2007

Employing the zeta-transform to optimize the calculation of the synaptic conductance of NMDA and other synaptic channels in network simulations

artículo científico publicado en 1998

Enhanced Locomotion Efficiency of a Bio-inspired Walking Robot using Contact Surfaces with Frictional Anisotropy

artículo científico publicado en 2016

Erratum to: Odour supported place cell model and goal navigation in rodents.

artículo científico publicado en 2010

Erratum to: Path-finding in real and simulated rats: assessing the influence of path characteristics on navigation learning.

artículo científico publicado en 2010

Erratum to: Self-influencing synaptic plasticity: recurrent changes of synaptic weights can lead to specific functional properties

artículo científico publicado en 2010

Evolving artificial neural networks with feedback

artículo científico publicado en 2019

Eye Micro-movements Improve Stimulus Detection Beyond the Nyquist Limit in the Peripheral Retina ⬇️

artículo científico publicado en 2004

Fast biped walking with a reflexive controller and real-time policy searching ⬇️

artículo científico publicado en 2006

Fast heterosynaptic learning in a robot food retrieval task inspired by the limbic system

artículo científico publicado en 2006

Fine structure analysis of temporal patterns in the light response of cells in the lateral geniculate nucleus of cat ⬇️

artículo científico publicado el 1 de mayo de 1995

Formation and Maintenance of Robust Long-Term Information Storage in the Presence of Synaptic Turnover

artículo científico publicado en 2015

Hippocampal place cells encode intended destination, and not a discriminative stimulus, in a conditional T-maze task

artículo científico publicado en 2011

How feedback inhibition shapes spike-timing-dependent plasticity and its implications for recent Schizophrenia models.

artículo científico publicado en 2011

How the shape of pre- and postsynaptic signals can influence STDP: a biophysical model.

artículo científico publicado en 2004

How to "hear" visual disparities: real-time stereoscopic spatial depth analysis using temporal resonance

artículo científico publicado en 1998

Humans Predict Action using Grammar-like Structures

artículo científico publicado en 2020

ISO Learning Approximates a Solution to the Inverse-Controller Problem in an Unsupervised Behavioral Paradigm ⬇️

artículo científico publicado el 1 de abril de 2003

Interaction between memories in an abstract mathematical model based on the Hebbian cell assembly hypothesis

artículo científico publicado en 2015

Investigations on emergent spatio-temporal neural response characteristics in a small network model

scientific article published on 01 November 2000

Isotropic connections generate functional asymmetrical behavior in visual cortical cells ⬇️

artículo científico publicado el 1 de agosto de 1991

Isotropic sequence order learning.

artículo científico publicado en 2003

Isotropic-sequence-order learning in a closed-loop behavioural system ⬇️

artículo científico publicado el 15 de octubre de 2003

Lateral interactions at direction-selective striate neurones in the cat demonstrated by local cortical inactivation ⬇️

artículo científico publicado el 1 de mayo de 1988

Learning a Forward Model of a Reflex ⬇️

artículo científico publicado en 2003

Learning to pour with a robot arm combining goal and shape learning for dynamic movement primitives

scholarly article in Robotics and Autonomous Systems, vol. 59 no. 11, November 2011

Learning to reach by reinforcement learning using a receptive field based function approximation approach with continuous actions

artículo científico publicado en 2009

Learning with "relevance": using a third factor to stabilize Hebbian learning

artículo científico publicado en 2007

Local cortical lesions abolish lateral inhibition at direction selective cells in cat visual cortex

artículo científico publicado en 1987

Local learning rules: predicted influence of dendritic location on synaptic modification in spike-timing-dependent plasticity

artículo científico publicado en 2005

Mathematical properties of neuronal TD-rules and differential Hebbian learning: a comparison

artículo científico publicado en 2008

Modeling the Shape of Synaptic Spines by Their Actin Dynamics

artículo científico publicado en 2020

Modelling the interaction of structural and synaptic plasticity.

artículo científico publicado en 2013

Modular Neural Mechanisms for Gait Phase Tracking, Prediction, and Selection in Personalizable Knee-Ankle-Foot-Orthoses

artículo científico publicado en 2018

Motion processing with wide-field neurons in the retino-tecto-rotundal pathway

artículo científico publicado en 2009

Multi-modal estimation of collinearity and parallelism in natural image sequences

artículo científico publicado en 2002

Natural Vocalizations in the Mammalian Inferior Colliculus are Broadly Encoded by a Small Number of Independent Multi-Units

artículo científico publicado en 2015

Neural and Response Correlations to Complex Natural Sounds in the Auditory Midbrain.

artículo científico publicado en 2016

Neural control and adaptive neural forward models for insect-like, energy-efficient, and adaptable locomotion of walking machines

artículo científico publicado en 2013

Neural field model of receptive field restructuring in primary visual cortex

artículo científico publicado en 2001

Neuromechanical control for hexapedal robot walking on challenging surfaces and surface classification

article by Xiaofeng Xiong et al published December 2014 in Robotics and Autonomous Systems

Neuromodulatory adaptive combination of correlation-based learning in cerebellum and reward-based learning in basal ganglia for goal-directed behavior control

artículo científico publicado en 2014

Noise-improved signal detection in cat primary visual cortex via a well-balanced stochastic resonance-like procedure

artículo científico publicado en 2007

Object–Action Complexes: Grounded abstractions of sensory–motor processes

scholarly article in Robotics and Autonomous Systems, vol. 59 no. 10, October 2011

Odor supported place cell model and goal navigation in rodents.

artículo científico publicado en 2008

On the asymptotic equivalence between differential Hebbian and temporal difference learning

artículo científico publicado en 2009

On the asymptotic equivalence between differential Hebbian and temporal difference learning using a local third factor ⬇️

On the significance of temporally structured activity in the dorsal lateral geniculate nucleus (LGN) ⬇️

artículo científico publicado el 1 de septiembre de 1997

Path-finding in real and simulated rats: assessing the influence of path characteristics on navigation learning.

artículo científico publicado en 2008

Perceptual influence of elementary three-dimensional geometry: (1) objectness

artículo científico publicado en 2015

Perceptual influence of elementary three-dimensional geometry: (2) fundamental object parts

artículo científico publicado en 2015

Probabilistic semantic models for manipulation action representation and extraction

Quantification and Comparison of Cell Properties in Cat's Striate Cortex Determined by Different Types of Stimuli

artículo científico publicado en 1990

Quantitative determination of orientational and directional components in the response of visual cortical cells to moving stimuli

artículo científico publicado en 1987

Reservoir of neurons with adaptive time constants: a hybrid model for robust motor-sensory temporal processing.

artículo científico publicado en 2014

Segment Tracking via a Spatiotemporal Linking Process including Feedback Stabilization in an n-D Lattice Model ⬇️

artículo científico publicado el 20 de noviembre de 2009

Selective elimination of corticogeniculate feedback abolishes the electroencephalogram dependence of primary visual cortical receptive fields and reduces their spatial specificity.

artículo científico publicado en 2003

Self-influencing synaptic plasticity: recurrent changes of synaptic weights can lead to specific functional properties

artículo científico publicado en 2007

Self-organization of computation in neural systems by interaction between homeostatic and synaptic plasticity

artículo científico publicado en 2015

Self-organized cell assembly formation

artículo científico publicado en 2014

Self-organized criticality in developing neuronal networks

artículo científico publicado en 2010

Semantic Reasoning for Scene Interpretation

Shaping of STDP curve by interneuron and Ca2+ dynamics.

artículo científico publicado en 2007

Simple analytical model reveals the functional role of embodied sensorimotor interaction in hexapod gaits.

artículo científico publicado en 2018

Spatial dynamics of receptive fields in cat primary visual cortex related to the temporal structure of thalamocortical feedforward activity. Experiments and models

artículo científico publicado en 2002

Spatiotemporal mechanisms in receptive fields of visual cortical simple cells: a model

artículo científico publicado en 1991

State-dependent receptive-field restructuring in the visual cortex.

artículo científico publicado en 1998

Stimulus discrimination and association with Hebbian cell assemblies

artículo científico publicado en 2015

Stochastic resonance in visual cortical neurons: does the eye-tremor actually improve visual acuity?

article by Matthias H. Hennig et al published June 2002 in Neurocomputing

Strongly improved stability and faster convergence of temporal sequence learning by using input correlations only.

artículo científico publicado en 2006

Structural Bootstrapping—A Novel, Generative Mechanism for Faster and More Efficient Acquisition of Action-Knowledge

Structural bootstrapping at the sensorimotor level for the fast acquisition of action knowledge for cognitive robots

Synaptic modifications depend on synapse location and activity: a biophysical model of STDP.

artículo científico publicado en 2005

Synaptic plasticity in a recurrent neural network for versatile and adaptive behaviors of a walking robot

artículo científico publicado en 2015

Synaptic scaling enables dynamically distinct short- and long-term memory formation

Synaptic scaling enables dynamically distinct short- and long-term memory formation.

artículo científico publicado en 2013

Synaptic scaling generically stabilizes circuit connectivity

artículo científico publicado en 2011

Synaptic scaling in combination with many generic plasticity mechanisms stabilizes circuit connectivity ⬇️

artículo científico publicado el 10 de noviembre de 2011

Task adaptation through exploration and action sequencing

article published in 2009

Temporal sequence learning, prediction, and control: a review of different models and their relation to biological mechanisms

artículo científico publicado en 2005

Temporal structure in the light response of relay cells in the dorsal lateral geniculate nucleus of the cat

artículo científico publicado en 1995

Temporally changing synaptic plasticity ⬇️

artículo científico publicado en 2006

The Use of Hebbian Cell Assemblies for Nonlinear Computation

artículo científico publicado en 2015

The association between cell assemblies and transient dynamics.

artículo científico publicado en 2014

The control of low-level information flow in the visual system

artículo científico publicado en 2000

The dynamic spatio-temporal behavior of visual responses in thalamus and cortex.

artículo científico publicado en 1999

The formation of multi-synaptic connections by the interaction of synaptic and structural plasticity and their functional consequences

artículo científico publicado en 2015

The formation of multi-synaptic connections by the interaction of synaptic and structural plasticity and their functional consequences

artículo científico publicado en 2014

The future of General Movement Assessment: The role of computer vision and machine learning – A scoping review

artículo científico publicado en 2021

The influence of corticofugal feedback on the temporal structure of visual responses of cat thalamic relay cells ⬇️

artículo científico publicado el 15 de junio de 1998

The influence of different retinal subcircuits on the nonlinearity of ganglion cell behavior.

artículo científico publicado en 2002

The influence of the corticothalamic projection on responses in thalamus and cortex.

artículo científico publicado en 2002

Time scales of memory, learning, and plasticity

artículo científico publicado en 2012

Topographical Aspects of Intracortical Excitation and Inhibition Contributing to Orientation Specificity in Area 17 of the Cat Visual Cortex

scientific article published on 01 January 1991

Toward a library of manipulation actions based on semantic object-action relations

Towards a biological plausible model of the interaction of long-term memory and working memory

artículo científico publicado en 2015

Using enriched semantic event chains to model human action prediction based on (minimal) spatial information

artículo científico publicado en 2020

Using visual latencies to improve image segmentation.

artículo científico publicado en 1996

Utilizing latency for object recognition in real and artificial neural networks.

artículo científico publicado en 1996

Velocity invariance of preferred axis of motion for single spot stimuli in simple cells of cat striate cortex

artículo científico publicado en 1994

Lista de obras de

A Fast and Robust Cluster Update Algorithm for Image Segmentation in Spin-Lattice Models Without Annealing. Visual Latencies Revisited

A Novel Controller for Bipedal Locomotion Integrating Feed-Forward and Feedback Mechanisms

A Scene Representation Based on Multi-Modal 2D and 3D Features

A Simple Ontology of Manipulation Actions Based on Hand-Object Relations

A computational model of conditioning inspired by Drosophila olfactory system.

A cortical architecture on parallel hardware for motion processing in real time

A deep learning framework for efficient analysis of breast volume and fibroglandular tissue using MR data with strong artifacts

A detailed model of the primary visual pathway in the cat: comparison of afferent excitatory and intracortical inhibitory connection schemes for orientation selectivity

A model for cortical rewiring following deafferentation and focal stroke

A neuromorphic depth-from-motion vision model with STDP adaptation

A possible basic cortical microcircuit called "cascaded inhibition." Results from cortical network models and recording experiments from striate simple cells

A reflexive neural network for dynamic biped walking control

A simple glass-coated, fire-polished tungsten electrode with conductance adjustment using hydrofluoridic acid

Activity-dependent structural plasticity

Adaptive Control Strategies for Interlimb Coordination in Legged Robots: A Review

Adaptive and Energy Efficient Walking in a Hexapod Robot Under Neuromechanical Control and Sensorimotor Learning

Adaptive, fast walking in a biped robot under neuronal control and learning

An ASIC-chip for stereoscopic depth analysis in video-real-time based on visual cortical cell behavior

An information theoretic model of information processing in the Drosophila olfactory system: the role of inhibitory neurons for system efficiency

An on-line spike form discriminator for extracellular recordings based on an analog correlation technique

Analysis of synaptic scaling in combination with hebbian plasticity in several simple networks

Analytical Solution of Spike-timing Dependent Plasticity Based on Synaptic Biophysics ⬇️

Applying statistical generalization to determine search direction for reinforcement learning of movement primitives

Axial responses in visual cortical cells: spatio-temporal mechanisms quantified by Fourier components of cortical tuning curves

Axis of preferred motion is a function of bar length in visual cortical receptive fields

Behavioral analysis of differential Hebbian learning in closed-loop systems

Biologically-inspired adaptive obstacle negotiation behavior of hexapod robots.

Chained learning architectures in a simple closed-loop behavioural context

Closed-Form Treatment of the Interactions between Neuronal Activity and Timing-Dependent Plasticity in Networks of Linear Neurons ⬇️

Cluster update algorithm and recognition

Collective information storage in multiple synapses enables fast learning and slow forgetting

Context, state and the receptive fields of striatal cortex cells.

Control System Development for a Novel Wire-Driven Hyper-Redundant Chain Robot, 3D-Trunk

Convolutional autoencoder and conditional random fields hybrid for predicting spatial-temporal chaos

Correction: Adaptive, Fast Walking in a Biped Robot under Neuronal Control and Learning.

Correlated variations in EEG pattern and visual responsiveness of cat lateral geniculate relay cells.

Correlations between directional and orientational tuning of cells in cat striate cortex

Corticofugal feedback can reduce the visual latency of responses to antagonistic stimuli

Corticofugal feedback improves the timing of retino-geniculate signal transmission

Deep Metadata Fusion for Traffic Light to Lane Assignment

Developing velocity sensitivity in a model neuron by local synaptic plasticity

Development of place cells by a simple model in a closed loop context.

Differences in the temporal dynamics of the visual ON and OFF pathways

Disambiguating multi-modal scene representations using perceptual grouping constraints

Distributed recurrent neural forward models with synaptic adaptation and CPG-based control for complex behaviors of walking robots.

Dynamic Neural Fields with Intrinsic Plasticity

Early Cognitive Vision: Using Gestalt-Laws for Task-Dependent, Active Image-Processing

Early Reactive Grasping with Second Order 3D Feature Relations

Effects of fixational eye movements on retinal ganglion cell responses: a modelling study

Employing the zeta-transform to optimize the calculation of the synaptic conductance of NMDA and other synaptic channels in network simulations

Enhanced Locomotion Efficiency of a Bio-inspired Walking Robot using Contact Surfaces with Frictional Anisotropy

Erratum to: Odour supported place cell model and goal navigation in rodents.

Erratum to: Path-finding in real and simulated rats: assessing the influence of path characteristics on navigation learning.

Erratum to: Self-influencing synaptic plasticity: recurrent changes of synaptic weights can lead to specific functional properties

Evolving artificial neural networks with feedback

Eye Micro-movements Improve Stimulus Detection Beyond the Nyquist Limit in the Peripheral Retina ⬇️

Fast biped walking with a reflexive controller and real-time policy searching ⬇️

Fast heterosynaptic learning in a robot food retrieval task inspired by the limbic system

Fine structure analysis of temporal patterns in the light response of cells in the lateral geniculate nucleus of cat ⬇️

Formation and Maintenance of Robust Long-Term Information Storage in the Presence of Synaptic Turnover

Hippocampal place cells encode intended destination, and not a discriminative stimulus, in a conditional T-maze task

How feedback inhibition shapes spike-timing-dependent plasticity and its implications for recent Schizophrenia models.

How the shape of pre- and postsynaptic signals can influence STDP: a biophysical model.

How to "hear" visual disparities: real-time stereoscopic spatial depth analysis using temporal resonance

Humans Predict Action using Grammar-like Structures

ISO Learning Approximates a Solution to the Inverse-Controller Problem in an Unsupervised Behavioral Paradigm ⬇️

Interaction between memories in an abstract mathematical model based on the Hebbian cell assembly hypothesis

Investigations on emergent spatio-temporal neural response characteristics in a small network model

Isotropic connections generate functional asymmetrical behavior in visual cortical cells ⬇️

Isotropic sequence order learning.

Isotropic-sequence-order learning in a closed-loop behavioural system ⬇️

Lateral interactions at direction-selective striate neurones in the cat demonstrated by local cortical inactivation ⬇️

Learning a Forward Model of a Reflex ⬇️

Learning to pour with a robot arm combining goal and shape learning for dynamic movement primitives

Learning to reach by reinforcement learning using a receptive field based function approximation approach with continuous actions

Learning with "relevance": using a third factor to stabilize Hebbian learning

Local cortical lesions abolish lateral inhibition at direction selective cells in cat visual cortex

Local learning rules: predicted influence of dendritic location on synaptic modification in spike-timing-dependent plasticity

Mathematical properties of neuronal TD-rules and differential Hebbian learning: a comparison