A unified neural network [corrected] model of spatiotemporal processing in X and Y retinal ganglion cells. I. Analytical results.

Abstract:

:This work presents unified analyses of spatial and temporal visual information processing in a feed-forward network of neurons that obey membrane, or shunting equations. The feed-forward shunting network possesses properties that make it well suited for processing of static, spatial information. However, it is shown here that those same properties of the shunting network that lead to good spatial processing imply poor temporal processing characteristics. This article presents an extension of the feed-forward shunting network model that solves this problem by means of preprocessing layers. The anatomical interpretation of the resulting model is structurally analogous to recently discovered data on a retinal circuit connecting cones to retinal ganglion cells through pairs of push-pull bipolar cells. Mathematical analysis of the lumped model leads to the hypothesis that X and Y retinal ganglion cells may consist of a single mechanism acting in different parameter ranges. This hypothesis is confirmed in the companion article, wherein the model--in conjunction with a nonlinear temporal adaptation mechanism--is used to reproduce experimental data of both X and Y cells by simple changes in morphological and physiological parameters.

journal_name

Biol Cybern

journal_title

Biological cybernetics

authors

Gaudiano P

doi

10.1007/BF00201798

keywords:

subject

Has Abstract

pub_date

1992-01-01 00:00:00

pages

11-21

issue

1

eissn

0340-1200

issn

1432-0770

journal_volume

67

pub_type

杂志文章
  • Depth estimation using the compound eye of dipteran flies.

    abstract::In the neural superposition eye of a dipteran fly every ommatidium has eight photoreceptors, each associated with a rhabdomere, two central and six peripheral, which altogether result in seven functional light guides. Groups of eight rhabdomeres in neighboring ommatidia have largely overlapping fields of view. Based o...

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/s00422-006-0097-1

    authors: Bitsakos K,Fermüller C

    更新日期:2006-11-01 00:00:00

  • A model for neural control of gradation of muscle force.

    abstract::A mathematical muscle model is presented that relates neural control signals linearly to muscle force without violating important known physiological constraints, such as the size-principle (Henneman and Mendell 1981) and non-linear twitch summation (Burke et al. 1976). This linearity implies that the neural control s...

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/BF00206220

    authors: Tax AA,Denier van der Gon JJ

    更新日期:1991-01-01 00:00:00

  • Synaptic organizations and dynamical properties of weakly connected neural oscillators. I. Analysis of a canonical model.

    abstract::We study weakly connected networks of neural oscillators near multiple Andronov-Hopf bifurcation points. We analyze relationships between synaptic organizations (anatomy) of the networks and their dynamical properties (function). Our principal assumptions are: (1) Each neural oscillator comprises two populations of ne...

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/s004220050279

    authors: Hoppensteadt FC,Izhikevich EM

    更新日期:1996-08-01 00:00:00

  • Simulating Small Neural Circuits with a Discrete Computational Model.

    abstract::Simulations of neural activity are commonly based on differential equations. We address the question what can be achieved with a simplified discrete model. The proposed model resembles artificial neural networks enriched with additional biologically inspired features. A neuron has several states, and the state transit...

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/s00422-020-00826-w

    authors: Bazenkov NI,Boldyshev BA,Dyakonova V,Kuznetsov OP

    更新日期:2020-06-01 00:00:00

  • Nonlinear parameter estimation applied to a model of smooth pursuit eye movements.

    abstract::We present a procedure that optimally adjusts specified parameters of a mathematical model to describe a set of measured data. The technique integrates a dynamic systems-simulation language with a robust algorithm for nonlinear parameter estimation, and it can be implemented on a microcomputer. Sensitivity functions a...

    journal_title:Biological cybernetics

    pub_type: 杂志文章,评审

    doi:10.1007/BF00201441

    authors: Huebner WP,Saidel GM,Leigh RJ

    更新日期:1990-01-01 00:00:00

  • Modeling neural activity with cumulative damage distributions.

    abstract::Neurons transmit information as action potentials or spikes. Due to the inherent randomness of the inter-spike intervals (ISIs), probabilistic models are often used for their description. Cumulative damage (CD) distributions are a family of probabilistic models that has been widely considered for describing time-relat...

    journal_title:Biological cybernetics

    pub_type: 杂志文章,评审

    doi:10.1007/s00422-015-0651-9

    authors: Leiva V,Tejo M,Guiraud P,Schmachtenberg O,Orio P,Marmolejo-Ramos F

    更新日期:2015-10-01 00:00:00

  • Valentino Braitenberg: From neuroanatomy to behavior and back.

    abstract::This article compiles an expose of Valentino Braitenberg's singular view on neuroanatomy and neuroscience. The review emphasizes his topologically informed work on neuroanatomy and his dialectics of brain-based explanations of motor behavior. Some of his early ideas on topologically informed neuroanatomy are presented...

    journal_title:Biological cybernetics

    pub_type: 传,历史文章,杂志文章,评审

    doi:10.1007/s00422-012-0533-3

    authors: Negrello M

    更新日期:2014-10-01 00:00:00

  • Motion anisotropies and heading detection.

    abstract::In motion-processing areas of the visual cortex in cats and monkeys, an anisotropic distribution of direction selectivities displays a preference for movements away from the fovea. This 'centrifugal bias' has been hypothetically linked to the processing of optic flow fields generated during forward locomotion. In this...

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/BF00201489

    authors: Lappe M,Rauschecker JP

    更新日期:1995-01-01 00:00:00

  • Binding by temporal structure in multiple feature domains of an oscillatory neuronal network.

    abstract::An important step in visual processing is the segregation of objects in a visual scene from one another and from the embedding background. According to current theories of visual neuroscience, the different features of a particular object are represented by cells which are spatially distributed across multiple visual ...

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/BF00203232

    authors: Schillen TB,König P

    更新日期:1994-01-01 00:00:00

  • Noninvasive cardiac output estimation: a preliminary study.

    abstract::The availability of a simple-to-use, automatic measurement system for noninvasive flow estimation is imperative, given the clinical demand for an acceptable noninvasive procedure rather than the standard invasive procedure of thermodilution. A method for calculating cardiac output from noninvasively derived pressure p...

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/s004220050372

    authors: Redling JD,Akay M

    更新日期:1997-08-01 00:00:00

  • Estimation of dynamic joint torques and trajectory formation from surface electromyography signals using a neural network model.

    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

    authors: Koike Y,Kawato M

    更新日期:1995-09-01 00:00:00

  • A neural network model for selective attention in visual pattern recognition.

    abstract::A neural network model of the mechanism of selective attention in visual pattern recognition is proposed and simulated on a digital computer. When a complex figure consisting of two patterns or more is presented to the model, it is segmented into individual patterns, and each pattern is recognized separately. Even if ...

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/BF00363973

    authors: Fukushima K

    更新日期:1986-01-01 00:00:00

  • Information filtering by coincidence detection of synchronous population output: analytical approaches to the coherence function of a two-stage neural system.

    abstract::Information about time-dependent sensory stimuli is encoded in the activity of neural populations; distinct aspects of the stimulus are read out by different types of neurons: while overall information is perceived by integrator cells, so-called coincidence detector cells are driven mainly by the synchronous activity ...

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/s00422-020-00838-6

    authors: Bostner Ž,Knoll G,Lindner B

    更新日期:2020-06-01 00:00:00

  • A computational model of monkey cortical grating cells.

    abstract::Grating cells were discovered in the V1 and V2 areas of the monkey visual cortex by von der Heydt et al. (1992). These cells responded vigorously to grating patterns of appropriate orientation and periodicity. Computational models inspired by these findings were used as texture operator (Kruzinga and Petkov 1995, 1999...

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/s00422-004-0522-2

    authors: Lourens T,Barakova E,Okuno HG,Tsujino H

    更新日期:2005-01-01 00:00:00

  • From neuron to behavior: dynamic equation-based prediction of biological processes in motor control.

    abstract::This article presents the use of continuous dynamic models in the form of differential equations to describe and predict temporal changes in biological processes and discusses several of its important advantages over discontinuous bistable ones, exemplified on the stick insect walking system. In this system, coordinat...

    journal_title:Biological cybernetics

    pub_type: 杂志文章,评审

    doi:10.1007/s00422-011-0446-6

    authors: Daun-Gruhn S,Büschges A

    更新日期:2011-07-01 00:00:00

  • Multi-model approach to characterize human handwriting motion.

    abstract::This paper deals with characterization and modelling of human handwriting motion from two forearm muscle activity signals, called electromyography signals (EMG). In this work, an experimental approach was used to record the coordinates of a pen tip moving on the (x, y) plane and EMG signals during the handwriting act....

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/s00422-015-0670-6

    authors: Chihi I,Abdelkrim A,Benrejeb M

    更新日期:2016-02-01 00:00:00

  • A ring model for spatiotemporal properties of simple cells in the visual cortex.

    abstract::A neural model is proposed for the spatiotemporal properties of simple cells in the visual cortex. In the model, several cortical cells are arranged on a ring, with mutual excitatory or inhibitory connections. The cells also receive excitatory inputs either from lagged and nonlagged cells of the lateral geniculate nuc...

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/s004220050383

    authors: Hamada T,Yamashima M,Kato K

    更新日期:1997-10-01 00:00:00

  • Time series modeling of neuromuscular system.

    abstract::The dynamic response of the human ankle joint to a bandlimited random torque perturbation superimposed on a constant bias torque is observed in normal human subjects. The applied torque input, the joint angular rotation output, and the electromyographic activity using surface electrodes from the extensor and the flexo...

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/BF00357923

    authors: Agarwal GC,Goodarzi SM,O'Neill WD,Gottlieb GL

    更新日期:1984-01-01 00:00:00

  • Numerical fourier transform spectroscopy of EMG half-waves: fragmentary-decomposition-based approach to nonstationary signal analysis.

    abstract::A nonstationary signal analysis technique is introduced, which regards an oscillatory physiological signal as a sum of its fragments, presented in the form of a fragmentary decomposition (FD). The virtue of FD is that it is free of the necessity to choose a priori the basis functions intended for signal analysis or sy...

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/s004220050575

    authors: Melkonian D,Blumenthal T,Gordon E

    更新日期:1999-11-01 00:00:00

  • Optimal isn't good enough.

    abstract::The notion that biological systems come to embody optimal solutions seems consistent with the competitive drive of evolution. It has been used to interpret many examples of sensorimotor behavior. It is attractive from the viewpoint of control engineers because it solves the redundancy problem by identifying the one op...

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/s00422-012-0514-6

    authors: Loeb GE

    更新日期:2012-12-01 00:00:00

  • The frequency of seeing square wave density modulations in random dot patterns.

    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

    authors: Lelkens AM,Oppeneer PM

    更新日期:1983-01-01 00:00:00

  • A central pattern generator to control a pyloric-based system.

    abstract::A central pattern generator (CPG) is built to control a mechanical device (plant) inspired by the pyloric chamber of the lobster. Conductance-based models are used to construct the neurons of the CPG. The plant has an associated function that measures the amount of food flowing through it per unit of time. We search f...

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/PL00007963

    authors: Huerta R,Sánchez-Montañés MA,Corbacho F,Sigüenza JA

    更新日期:2000-01-01 00:00:00

  • A mathematical model of activity-dependent, anatomical segregation induced by competition for neurotrophic support.

    abstract::Mathematical or computational models of activity-dependent neural competition typically impose competition in anatomically fixed networks by the use of synaptic normalisation, for which there is very little experimental support. Recent experimental evidence, however, strongly implicates neurotrophic factors in neural ...

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/s004220050311

    authors: Elliott T,Shadbolt NR

    更新日期:1996-12-01 00:00:00

  • Late agonist activation burst (PC) required for optimal head movement: a simulation study.

    abstract::Fast as possible (time optimal) single joint movements throughout the body are characterized by the triphasic (3 pulse) pattern of activation in the agonist and antagonist muscles. Simulation studies using a sixth order, non-linear model were undertaken to determine the relationship between time optimal movement and t...

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/BF00338824

    authors: Hannaford B,Stark L

    更新日期:1987-01-01 00:00:00

  • A computational theory of visual receptive fields.

    abstract::A receptive field constitutes a region in the visual field where a visual cell or a visual operator responds to visual stimuli. This paper presents a theory for what types of receptive field profiles can be regarded as natural for an idealized vision system, given a set of structural requirements on the first stages o...

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/s00422-013-0569-z

    authors: Lindeberg T

    更新日期:2013-12-01 00:00:00

  • Dynamical estimation of neuron and network properties III: network analysis using neuron spike times.

    abstract::Estimating the behavior of a network of neurons requires accurate models of the individual neurons along with accurate characterizations of the connections among them. Whereas for a single cell, measurements of the intracellular voltage are technically feasible and sufficient to characterize a useful model of its beha...

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/s00422-014-0601-y

    authors: Knowlton C,Meliza CD,Margoliash D,Abarbanel HD

    更新日期:2014-06-01 00:00:00

  • Complex nonlinear dynamics of the Hodgkin-Huxley equations induced by time scale changes.

    abstract::The Hodgkin-Huxley equations with a slight modification are investigated, in which the inactivation process (h) of sodium channels or the activation process of potassium channels (n) is slowed down. We show that the equations produce a variety of action potential waveforms ranging from a plateau potential, such as in ...

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/PL00007996

    authors: Doi S,Nabetani S,Kumagai S

    更新日期:2001-07-01 00:00:00

  • Neural network firing-rate models on integral form: effects of temporal coupling kernels on equilibrium-state stability.

    abstract::Firing-rate models describing neural-network activity can be formulated in terms of differential equations for the synaptic drive from neurons. Such models are typically derived from more general models based on Volterra integral equations assuming exponentially decaying temporal coupling kernels describing the coupli...

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/s00422-007-0167-z

    authors: Nordbø O,Wyller J,Einevoll GT

    更新日期:2007-09-01 00:00:00

  • A spiking neural network model of the midbrain superior colliculus that generates saccadic motor commands.

    abstract::Single-unit recordings suggest that the midbrain superior colliculus (SC) acts as an optimal controller for saccadic gaze shifts. The SC is proposed to be the site within the visuomotor system where the nonlinear spatial-to-temporal transformation is carried out: the population encodes the intended saccade vector by i...

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/s00422-017-0719-9

    authors: Kasap B,van Opstal AJ

    更新日期:2017-08-01 00:00:00

  • Comparison of congruence judgment and auditory localization tasks for assessing the spatial limits of visual capture.

    abstract::Vision typically has better spatial accuracy and precision than audition and as a result often captures auditory spatial perception when visual and auditory cues are presented together. One determinant of visual capture is the amount of spatial disparity between auditory and visual cues: when disparity is small, visua...

    journal_title:Biological cybernetics

    pub_type: 杂志文章

    doi:10.1007/s00422-016-0706-6

    authors: Bosen AK,Fleming JT,Brown SE,Allen PD,O'Neill WE,Paige GD

    更新日期:2016-12-01 00:00:00