Abstract:
:This article provides an introductory overview of the state of research on Hierarchical Bayesian Modeling in cognitive development. First, a brief historical summary and a definition of hierarchies in Bayesian modeling are given. Subsequently, some model structures are described based on four examples in the literature. These are models for the development of the shape bias, for learning ontological kinds and causal schemata as well as for the categorization of objects. The Bayesian modeling approach is then compared with the connectionist and nativist modeling paradigms and considered in view of Marr's (1982) three description levels of information-processing mechanisms. In this context, psychologically plausible algorithms and ideas of their neural implementation are presented. In addition to criticism and limitations of the approach, research needs are identified.
journal_name
Biol Cybernjournal_title
Biological cyberneticsauthors
Glassen T,Nitsch Vdoi
10.1007/s00422-016-0686-6subject
Has Abstractpub_date
2016-06-01 00:00:00pages
217-27issue
2-3eissn
0340-1200issn
1432-0770pii
10.1007/s00422-016-0686-6journal_volume
110pub_type
杂志文章,评审abstract::One possible strategy for the solution of the correspondence problem of stereo matching is the coarse-to-fine mechanism: The matching process starts with a lowpass-filtered version of the stereogram where only a few, high-contrast image features can be extracted and the probability of false matches is therefore low. I...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00204198
更新日期:1996-02-01 00:00:00
abstract::Color vision in humans is independent over a wide range of the spectral composition of the illuminating light (Young 1807; Hering 1879). The retinex theory accounts for this color constancy by assuming that for each of the three waveband channels determined by the retinal cones a global lightness record of the scene i...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00338814
更新日期:1987-01-01 00:00:00
abstract::The effect of spatial frequency discrimination learning on spatial frequency detection tuning curves, obtained by a summation to threshold paradigm, has been investigated. Three human observers were exposed to a grating discrimination task for longer than two weeks, and their detection thresholds for compound Gabor gr...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/PL00007983
更新日期:2001-05-01 00:00:00
abstract::Responses from neurons of the vestibular nuclei were recorded in N2O-anaesthetized cats. Most neurons in the rostral parts of the nuclei responded to bimodal visual-vestibular stimulation, following a trapezoidal velocity profile. Both combinations of the two stimuli were tested: rotation of the animal with stationary...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00347638
更新日期:1980-01-01 00:00:00
abstract::The impact of dendritic geometry on somatopetal transfer of the current generated by steady uniform activation of excitatory synaptic conductance distributed over passive, or active (Hodgkin-Huxley type), dendrites was studied in simulated neurons. Such tonic activation was delivered to the uniform dendrite and to the...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s004220050473
更新日期:1998-09-01 00:00:00
abstract::The Craik-O'Brien illusion was measured for patterns of negative and positive contrast by a compensation method. The illusion of negative contrast (black teeth on uniform field) was stronger than that of positive one (white teeth). The amount of compensation increased linearly with increasing tooth width, but was nonl...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00364002
更新日期:1985-01-01 00:00:00
abstract::We propose a new multilayered neural network model which has the ability of rapid self-organization. This model is a modified version of the cognitron (Fukushima, 1975). It has modifiable inhibitory feedback connections, as well as conventional modifiable excitatory feedforward connections, between the cells of adjoin...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00336963
更新日期:1984-01-01 00:00:00
abstract::Motion repulsion is the perceived enlargement of the angle between the directions of motion of two transparently moving patterns. An explanation of this illusion has long been sought for in the neural circuitry of the brain. We show that motion repulsion already arises from the statistical properties of the motion tra...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s00422-005-0556-0
更新日期:2005-04-01 00:00:00
abstract::Many tasks require the arm to move from its initial position to a specified target position, but leave us free to choose the trajectory between them. This paper presents and tests the hypothesis that trajectories are chosen to minimize metabolic energy costs. Costs are calculated for the range of possible trajectories...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s004220050324
更新日期:1997-02-01 00:00:00
abstract::In recent years, a great deal of research within the field of sound localization has been aimed at finding the acoustic cues that human listeners use to localize sounds and understanding the mechanisms by which they process these cues. In this paper, we propose a complementary approach by constructing an ideal-observe...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s00422-014-0588-4
更新日期:2014-04-01 00:00:00
abstract::Temporal information processing was studied in humans attempting to tap a key in synchrony with a metronome whose base period was subjected to subliminal random changes. Statistical measures of the sequential timing of metronome and key-tap events were compared with similar time series generated by computer-simulated ...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00319511
更新日期:1987-01-01 00:00:00
abstract::Isolated and cultured neonatal cardiac myocytes contract spontaneously and cyclically, and have the properties of a non-linear oscillator. In this study, we have analyzed the relationship between the fluctuation of contraction rhythm of spontaneously beating cultured cardiac myocytes, and the coupling strength among t...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s00422-001-0285-y
更新日期:2002-02-01 00:00:00
abstract::Systems that generate spike outputs in response to continuous inputs abound in neurophysiology. The study of their dynamics with the use of systems analysis methods has been complicated by the difference in modality of the input and output signals. When the problem is placed in the framework of Wiener's theory in disc...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00320482
更新日期:1986-01-01 00:00:00
abstract::Synaptic plasticity is considered to be the biological substrate of learning and memory. In this document we review phenomenological models of short-term and long-term synaptic plasticity, in particular spike-timing dependent plasticity (STDP). The aim of the document is to provide a framework for classifying and eval...
journal_title:Biological cybernetics
pub_type: 杂志文章,评审
doi:10.1007/s00422-008-0233-1
更新日期:2008-06-01 00:00:00
abstract::A theoretical and experimental study on the detection of a square wave pattern of random dots is presented. Our theory applies to two-alternative forced choice experiments as well as to "seen"-"not seen" discrimination experiments. In our experiments we used the forced choice method. The theory provides a good descrip...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00318084
更新日期:1983-01-01 00:00:00
abstract::Leg movements of stick insects (Carausius morosus) making turns towards visual targets are examined in detail, and a dynamic model of this behaviour is proposed. Initial results suggest that front legs shape most of the body trajectory, while the middle and hind legs just follow external forces (Rosano H, Webb B, in T...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s00422-007-0170-4
更新日期:2007-09-01 00:00:00
abstract::This paper proposes multiport parallel and multidirectional intraconnected associative memories of outer product type with reduced interconnections. Some new reduced order memory architectures such as k-directional and k-port parallel memories are suggested. These architectures are, also, very suitable for implementat...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s00422-009-0310-0
更新日期:2009-05-01 00:00:00
abstract::Fitzhugh's BVP model has been used by many people. Fitzhugh has pointed out that as the stimulus is increased the model has "inverted" behaviour. It is here shown that this is due to a lack of a mechanism of inactivation, and the model is adjusted by supplying such a mechanism, to give a new model, called BPH, which, ...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00344278
更新日期:1982-01-01 00:00:00
abstract::We discuss a biophysical model of synaptic plasticity that provides a unified view of the outcomes of synaptic modification protocols, including: (1) prescribed time courses of postsynaptic intracellular Ca(2+) release, (2) postsynaptic voltage clamping with presentation of presynaptic spike trains at various frequenc...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s00422-003-0422-x
更新日期:2003-09-01 00:00:00
abstract::The multi-channel system of the segmental muscle stretch reflex arc is modelled as an arrangement of two or three parallel "component" loops coupled to each other at spinal and at muscle level. Such a model is thought to be more realistic than the usually adopted representation of the stretch reflex as a single negati...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00337401
更新日期:1980-01-01 00:00:00
abstract::The relationship between disparity and ocular vergence was investigated under closed-loop as well as under open-loop viewing conditions. First we examined whether vergence responded similarly to disparity presented under open-loop and closed-loop conditions. Similar response were observed in both conditions. The direc...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00224855
更新日期:1993-01-01 00:00:00
abstract::It is well known that the human postural control system responds to motion of the visual scene, but the implicit assumptions it makes about the visual environment and what quantities, if any, it estimates about the visual environment are unknown. This study compares the behavior of four models of the human postural co...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s00422-004-0535-x
更新日期:2005-03-01 00:00:00
abstract::1. Results from the companion paper were incorporated into a physiologically realistic computer model of the three principal cell types (PD/AB, LP, PY) of the pyloric network in the stomatogastric ganglion. Parameters for the model were mostly calculated (sometimes estimated) from experimental data rather than fitting...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00337411
更新日期:1979-08-01 00:00:00
abstract::Reported here are the results from two experiments designed to investigate Mateeff and Gourevich's (1983, 1984) claim that adult observers make large constant errors when judging the direction of briefly presented peripheral targets, with respect to a continuously visible scale. Experiment 1 involved a virtually exact...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00204123
更新日期:1989-01-01 00:00:00
abstract::The local extraction of motion information from brightness patterns by individual movement detectors of the correlation-type is considered in the first part of the paper. A two-dimensional field theory of movement detection is developed by treating the distance between two adjacent photoreceptors as a differential. In...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00205969
更新日期:1988-01-01 00:00:00
abstract::How do biological agents plan and organise a smooth accurate path to shift from one smooth mode of behaviour to another as part of graceful movement that is both plastic and controlled? This paper addresses the question in conducting a novel shape analysis of approach and adjustment phases in rapid voluntary target ai...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s00422-011-0449-3
更新日期:2011-08-01 00:00:00
abstract::Involuntary eye movements were recorded during threshold detection tasks under various experimental conditions. The data were analyzed for interdependencies between stimulus parameters, detection performance, and oculomotor behaviour. The data demonstrate that under certain conditions, saccadic parameters are adaptive...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00355540
更新日期:1986-01-01 00:00:00
abstract::The stoichiometric and kinetic details of transmitter-receptor interaction (the number of conformations and the rate constants of conformation changes( in synaptic transmission have been investigated analyzing postsynaptic membrane noises by the aid of the fluctuation-dissipation theorem of stochastic chemical kinetic...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00337450
更新日期:1979-02-02 00:00:00
abstract::The vestibuloocular reflex and other oculomotor functions are subserved by populations of neurons operating in parallel. This distributed aspect of the system's organization has been largely ignored in previous block diagram models. Neurons that transmit oculomotor signals, such as those in the vestibular nucleus (VN)...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00204592
更新日期:1989-01-01 00:00:00
abstract::Histograms of fast-phase intervals in human optokinetic and vestibular nystagmus were generated, and fitted to statistical distributions used in previous studies. The distributions did not depend on stimulation type (optokinetic or vestibular). An inverse Gaussian or a gamma distribution fitted the data better than di...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s00422-002-0324-3
更新日期:2002-07-01 00:00:00