Abstract:
:This work proposes a model of visual bottom-up attention for dynamic scene analysis. Our work adds motion saliency calculations to a neural network model with realistic temporal dynamics [(e.g., building motion salience on top of De Brecht and Saiki Neural Networks 19:1467-1474, (2006)]. The resulting network elicits strong transient responses to moving objects and reaches stability within a biologically plausible time interval. The responses are statistically different comparing between earlier and later motion neural activity; and between moving and non-moving objects. We demonstrate the network on a number of synthetic and real dynamical movie examples. We show that the model captures the motion saliency asymmetry phenomenon. In addition, the motion salience computation enables sudden-onset moving objects that are less salient in the static scene to rise above others. Finally, we include strong consideration for the neural latencies, the Lyapunov stability, and the neural properties being reproduced by the model.
journal_name
Biol Cybernjournal_title
Biological cyberneticsauthors
Ramirez-Moreno DF,Schwartz O,Ramirez-Villegas JFdoi
10.1007/s00422-012-0542-2subject
Has Abstractpub_date
2013-04-01 00:00:00pages
141-60issue
2eissn
0340-1200issn
1432-0770journal_volume
107pub_type
杂志文章abstract::We develop a novel optimal control algorithm to change the phase of an oscillator using a minimum energy input, which also minimizes the oscillator's transversal distance to the uncontrolled periodic orbit. Our algorithm uses a two-dimensional reduction technique based on both isochrons and isostables. We develop a no...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s00422-018-0764-z
更新日期:2019-04-01 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::The light-growth response of the Phycomyces sporangiophore is a transient change of elongation rate in response to changes in ambient blue-light intensity. The white-noise method of nonlinear system identification (Wiener-Lee-Schetzen theory) has been applied to this response, and the results have been interpreted by ...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00341924
更新日期:1986-01-01 00:00:00
abstract::This study proposes an adaptive control architecture based on an accurate regression method called Locally Weighted Projection Regression (LWPR) and on a bio-inspired module, such as a cerebellar-like engine. This hybrid architecture takes full advantage of the machine learning module (LWPR kernel) to abstract an opti...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s00422-012-0515-5
更新日期:2012-10-01 00:00:00
abstract::Computational and behavioral studies suggest that visual motion discrimination is based on quadratic nonlinearities. This raises the question of whether the behavior of motion sensitive neurons early in the visual system is actually quadratic. Theoretical studies show that mechanisms proposed for retinal directional s...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00203629
更新日期:1990-01-01 00:00:00
abstract::Spikes in the membrane potential of neurons comprise the currency of information processing in the brain. The ability of neurons to convert any information present across their multiple inputs into a significant modification to the pattern of their emitted spikes depends on the rate at which they emit spikes. If the m...
journal_title:Biological cybernetics
pub_type: 杂志文章,评审
doi:10.1007/s00422-018-0768-8
更新日期:2019-04-01 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::The short-term (i.e., days) and long-term (i.e., months) effects of adaptation to posturography examinations were investigated in 12 normal subjects who were repeatedly examined for five consecutive days and again after 90 days. The examinations were conducted both with eyes open and closed, and the perturbations were...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s00422-001-0305-y
更新日期:2002-05-01 00:00:00
abstract::A pacemaker cell pair model and the dynamic interaction between the two pacemaker cells is described in this paper. It is an extension of our single pacemaker cell model, in which we studied its response to repetitive external depolarization stimulations. This model is a simple model based on the two most important fu...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s004220050460
更新日期:1998-07-01 00:00:00
abstract::The chemical control of respiration provides for the maintenance of energy and substance equilibrium primarily and for the homoeostatic stability of the chemical blood parameters secondarily. Based on results having been obtained from an appropriate state space model some findings on respiration can be reproduced. In ...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00335348
更新日期:1982-01-01 00:00:00
abstract::Highly-interconnected networks of nonlinear analog neurons are shown to be extremely effective in computing. The networks can rapidly provide a collectively-computed solution (a digital output) to a problem on the basis of analog input information. The problems to be solved must be formulated in terms of desired optim...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00339943
更新日期:1985-01-01 00:00:00
abstract::The problem of estimating an unknown transient signal, given an ensemble of waveforms, in which this signal appears as a nonrandom component in the presence of additive noise is considered. This problem is solved by generalizing the method of "a posteriori 'Wiener' filtering". In the new method, the ensemble average i...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00340323
更新日期:1981-01-01 00:00:00
abstract::It has been suggested that the mammalian memory system has both familiarity and recollection components. Recently, a high-capacity network to store familiarity has been proposed. Here we derive analytically the optimal learning rule for such a familiarity memory using a signal- to-noise ratio analysis. We find that in...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s00422-008-0275-4
更新日期:2009-01-01 00:00:00
abstract::Based on a complexity analysis of mutual information transmission of EEG developed by us [Xu J, Liu Z, Liu R, Yang Q (1997) Physica D 106: 363-374], dynamic processes of the complexity of mutual information transmission in human brains were studied. To diminish possible problems due to coarse graining preprocessing, s...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s004220000158
更新日期:2000-10-01 00:00:00
abstract::Stochastic resonance is demonstrated in a simple energy detector model, as a non-monotonic relationship between signal-to-noise ratio and detection of a sinusoid signal in bandpass-limited Gaussian noise. The behaviour of the model detecting signals of various intensities and signal-to-noise ratios was investigated. S...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s004220000176
更新日期:2000-11-01 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 aim of this study was to obtain information on the axonal diameters of cortico-cortical fibres in the human brain, connecting distant regions of the same hemisphere via the white matter. Samples for electron microscopy were taken from the region of the superior longitudinal fascicle and from the transitional white...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s00422-014-0626-2
更新日期:2014-10-01 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::Sixty subjects were tested to assign orientation to ten dot patterns differing in their overall form and the number of dots in the pattern. The patterns were presented in four different positions in the visual field and their orientation was estimated in two ways. It was demonstrated that the assignment of orientation...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00335157
更新日期:1981-01-01 00:00:00
abstract::In this study, human arm movement was reconstructed from electromyography (EMG) signals using a forward dynamics model acquired by an artificial neural network within a modular architecture. Dynamic joint torques at the elbow and shoulder were estimated for movements in the horizontal plane from the surface EMG signal...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00199465
更新日期:1995-09-01 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::The lateral-line system is a unique facility of aquatic animals to locate predator, prey, or conspecifics. We present a detailed model of how the clawed frog Xenopus, or fish, can localize submerged moving objects in three dimensions by using their lateral-line system. In so doing we develop two models of a slightly d...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s00422-005-0005-0
更新日期:2005-10-01 00:00:00
abstract::The correspondence between afferent discharges and sinusoidal length modulations (0.2--10 cps, under 10% of the natural length variations) was studied in isolated fast-adapting stretch receptor organs (FAO) of crayfish, largely using average displays of rate vs. length (or derivatives) along the cycle. Rate modulation...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00336926
更新日期:1983-01-01 00:00:00
abstract::The detection of small radially symmetric targets was studied using a subthreshold summation paradigm. Small disc and disc-like patterns with diameters up to 0.60 were used for superposition on Bessel functions of zero order, subthreshold contrast and various spatial frequencies. Contrast interrelation functions prove...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s004220170005
更新日期:2001-01-01 00:00:00
abstract::This study is concerned with synaptic reorganization in local neuronal networks. Within networks of 30 neurons, an initial disequilibrium in connectivity has to be compensated by reorganization of synapses. Such plasticity is not a genetically determined process, but depends on results of neuronal interaction. Neurobi...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00364134
更新日期:1988-01-01 00:00:00
abstract::We extend a quantitative model for low-voltage, slow-wave excitability based on the T-type calcium current (Wang et al. 1991) by juxtaposing it with a Hodgkin-Huxley-like model for fast sodium spiking in the high voltage regime to account for the distinct firing modes of thalamic neurons. We employ bifurcation analysi...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00239616
更新日期:1994-01-01 00:00:00
abstract::The trace version of classical conditioning is used as a prototypical hippocampal-dependent task to study the recoding sequence prediction theory of hippocampal function. This theory conjectures that the hippocampus is a random recoder of sequences and that, once formed, the neuronal codes are suitable for prediction....
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s00422-005-0568-9
更新日期:2005-06-01 00:00:00
abstract::In this work we show the application of a measure of entropy defined from the wavelet transform, namely the wavelet entropy (WS), to the study of event-related potentials (ERPs). WS was computed for ERPs recorded from nine healthy subjects with three different types of stimuli, among them target stimuli in a cognitive...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s004220000212
更新日期:2001-04-01 00:00:00
abstract::Nonlinear oscillators are usually utilized by bionic scientists for establishing central pattern generator models for imitating rhythmic motions by bionic scientists. In the natural word, many rhythmic motions possess asymmetric time ratios, which means that the forward and the backward motions of an oscillating proce...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/s00422-018-0746-1
更新日期:2018-06-01 00:00:00
abstract::We report on the ability of human observers in judging their direction of translation from sparse, moving random dot patterns for varying extents of 3--D rotation. The observers have to discriminate possible axes of translation with angular separations of 2.5 deg or 5 deg. The field of view is either 20 X 20 deg or 10...
journal_title:Biological cybernetics
pub_type: 杂志文章
doi:10.1007/BF00449594
更新日期:1985-01-01 00:00:00