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database classes class test table classifying databases

     0.32 database classes class classifying databases category classifications

     0.37 test table testing experiments tested compared compare

classification classifier classifiers classify classified recognition correctly

     0.29 classify classified correctly correct discrimination discriminant discriminate

     0.31 classification classifier classifiers recognition misclassification misclassified classi

     0.28 superior cation diagnosis im appli cations diagnostic

handwritten digit digits character characters handwriting bell

     0.16 handwritten digit digits character characters bell laboratories

     0.06 handwriting writing styles cursive strokes writers writer

     0.14 coding code codes decoding encoding encode coded

denker cun jackel lecun le simard henderson

     0.12 henderson boser hubbard fukushima box corner neocognitron

     0.12 denker cun jackel lecun simard le yann

dimensional vectors dimensionality dimension subspace projection dimensions

     0.38 dimensional vectors dimensionality dimension subspace dimensions spanned

     0.25 projection orthogonal projections projected span operator projecting

matrix eigenvalues matrices eigenvalue eigenvectors eigenvector eigen

     0.26 xt yt ui rewrite rewritten zt transpose

     0.25 matrix eigenvalues matrices eigenvalue eigenvectors eigenvector eigen

images image features detection face segmentation feature

     0.24 images image face faces contour resolution contours

     0.30 features detection segmentation feature segment detected detect

     0.25 poggio girosi olshausen memo sparse lewicki bruno

camera video imaging false tracked track bright

     0.13 camera video imaging track tracked bright tracks

     0.16 false window collected template templates people person

     0.19 tation represen compu tations tational implemen orien

     0.35 increase decrease decreases increases decreased increased increasing

     0.08 denmark dk danish copenhagen bohr blegdamsvej lyngby

     0.37 conference proceedings international intelligence machine annual artificial

     0.14 centre generalisation australia normalised optimisation minimise australian

     0.01 kyoto gun japan cho soraku hikaridai seika

     0.15 pa carnegie mellon cmu pittsburgh cs rameters

     0.04 arbor ann michigan stabilize nation combi anns

pixel pixels intensity intensities brightness radial grey

     0.18 pixel pixels intensity intensities brightness grey darker

     0.53 radial rbf interpolation basis omohundro darken lowe

object objects shape views plane rigid parts

     0.18 shape views plane surfaces depth viewing occlusion

     0.16 object objects rigid parts grouping pose grouped

rotation invariant translation invariance coordinates transformation coordinate

     0.19 rotation invariant translation invariance transformation transformations rotated

     0.22 coordinates coordinate manifold degrees points affine axis

nearest neighbor kohonen neighbors organizing maps map

     0.22 nearest neighbor neighbors distance neighborhood neighboring euclidean

     0.13 kohonen organizing map maps quantization mapping quantizer

trained hidden train task learn learned epochs

     0.38 trained hidden train epochs recognize target recognizing

     0.44 task learn learned tasks learns successful perform

layer units net backpropagation layers feedforward inputs

     0.42 layer net backpropagation layers feedforward inputs outputs

     0.39 units unit activation activations nonlinear nonlinearity nonlinearities

     0.24 multilayer perceptron perceptrons perceptton mlp mlps minsky

morgan kaufmann advances san touretzky hanson moody

     0.27 morgan kaufmann advances touretzky hanson moody lippmann

     0.13 cowan tesauro alspector publishers chicago petsche kuh

     0.33 san mateo ca diego california ucsd responded

rumelhart connectionist mcclelland microstructure cognition representations explorations

     0.25 connectionist representations cognitive erlbaum summer representation symbolic

     0.16 rumelhart mcclelland cognition microstructure explorations continually books

hinton propagation williams back boltzmann clamped ackley

     0.29 hinton propagation williams back carried carry working

     0.04 boltzmann clamped ackley si clamping factorized sj

circuit circuits threshold bit bits block cir

     0.19 circuit circuits cir crossing amplified amplification realized

     0.26 threshold bit bits block logical thresholds slow

voltage currents voltages membrane conductance mv capacitance

     0.15 voltage currents voltages capacitance resistance diagram current

     0.15 pulse pulses range wide variety fall falls

     0.10 membrane conductance mv conductances release na ionic

mead transistors fabricated transistor programmable fabrication board

     0.09 mead transistors fabricated transistor fabrication carver mosis

     0.09 programmable board software bus host buffer dsp

     0.27 nasa jet propulsion administration ames aeronautics stanford

vlsi chip analog silicon hardware digital cmos

     0.13 vlsi chip analog silicon hardware digital cmos

     0.13 pasadena caltech addison wesley technology reading institute

actions action environment environments navigation agent autonomous

     0.18 trial trials experience experiences explore thesis change

     0.13 actions action environment environments navigation agent autonomous

sutton barto massachusetts moore td game atkeson

     0.12 moore atkeson critic domains neuronlike anderson actor

     0.10 sutton barto massachusetts cambridge future ma amherst

     0.11 td game backgammon games playing player crites

reinforcement policy reward rewards singh programming planning

     0.11 reinforcement reward rewards rein forcement succeed havior

     0.11 mdp mdps returns strategy start return strategies

     0.11 policy singh programming planning policies watkins exploration

     0.07 discounted discount executed execute executing utility execution

control controller dynamic trajectory controllers trajectories adaptive

     0.17 control controller dynamic trajectory controllers trajectories adaptive

     0.15 hours minutes day days year hour forecasting

     0.27 forward feed backward backwards welch prop ut

     0.25 memory associative stored storage memories store storing

     0.09 dayan zemel peter terrence frey salk geoffrey

     0.31 gradient descent derivatives derivative minima minimum ow

robot arm robotics robots sensor sensors mobile

     0.13 robot arm robotics robots mobile kinematics robotic

     0.15 sensor sensors car cmac vehicle albus cerebellar

convergence update converge iteration converges iterations updates

     0.33 convergence converge iteration converges iterations solution solve

     0.32 update updates updated updating batch online modified

minimizing optimization minimize minimization minimizes heuristic optimizing

     0.38 minimizing minimize minimization minimizes constraint constraints lagrange

     0.34 optimization heuristic optimizing optimize minimized opti optimized

em maximization ghahramani expectation laird dempster rubin

     0.15 em maximization expectation ghahramani laird dempster rubin

     0.50 hierarchical ture hierarchy struc hierarchies composition architec

mixture gaussian mixtures covariance gaussians clustering fitting

     0.23 mixture gaussian mixtures covariance gaussians fitting parametric

     0.19 clustering component clusters cluster unsupervised components principal

generative dis generafive generarive viewed sian gaus

     0.24 dis sian gaus tribution ative alternatively tributed

     0.23 generative generafive generarive viewed analogous analogy traditional

variance noise exp variances deviation noisy cr

     0.28 variance exp variances deviation cr normalized deviations

     0.44 noise noisy robust robustness mea noiseless dy

likelihood posterior conditional log density probabilities densities

     0.27 likelihood posterior log variables marginal logp joint

     0.27 conditional density probabilities densities neal mackay conditioned

bayesian prior probabilistic distributions bayes statistical inference

     0.27 bayesian prior probabilistic distributions bayes statistical inference

     0.21 kullback divergence leibler latent hyperparameters bishop pearl

     0.22 gibbs anal geman ysis restoration blake mach

markov belief graphical jordan jaakkola variational transition

     0.14 belief jordan graphical jaakkola variational saul uncertainty

     0.21 markov stochastic transition discrete transitions continuous rt

monte carlo approximation approximate ap approximations approximating

     0.36 approximation approximate approximations approximating ap approximated approx

     0.17 monte carlo chain multinomial metropolis mcmc dirichlet

phys rev lett sompolinsky symmetry seung tishby

     0.14 phys rev lett symmetry symmetric critical europhys

     0.09 sompolinsky seung tishby israel thomas ben naftali

mechanics thermodynamic glass temperature replica student annealing

     0.09 mechanics thermodynamic glass replica student solvable spin

     0.12 saad aston opper sollich birmingham manfred barber

     0.17 temperature annealing energy temperatures simulated schedule landscape

christopher charles scott mjolsness dana mel jim

     0.04 christopher charles scott mjolsness dana jim mel

     0.03 mcnaughton burgess neil erroneous arizona keefe susceptible

pierre baldi andrew cottrell gerald joshua nathan

     0.04 pierre baldi andrew cottrell gerald joshua abu

     0.04 nathan brown intrator wolpert cooper shavlik munro

     0.04 kirkpatrick kawato tenorio lee mitsuo manoel sun

     0.05 coolen cortes corinna vladimir sherrington shadmehr reza

eric pearlmutter stephen barak alex steven richard

     0.04 eric pearlmutter stephen barak steven alex richard

     0.11 john duda hart wiley sons scene platt

weigend huberman principe jabri jose cauwenberghs doya

     0.06 weigend huberman principe jose doya kenji tsoi

     0.02 jabri cauwenberghs gert marwan flower maass sydney

word language vocabulary words sequence english context

     0.16 word language vocabulary words english context contextual

     0.15 vowel frames frame vowels formant america syllable

     0.08 sentences sentence phrase syntactic phrases perplexity lexicon

     0.20 sequence sequences previous stand stands gra dient

spoken acoustics utterances speakers utterance corpus male

     0.10 spoken acoustics utterances utterance corpus icassp khz

     0.11 speakers male female gave translates tended retaining

string strings grammar symbol symbols automata grammars

     0.11 grammar symbol symbols automata grammars grammatical languages

     0.09 string strings length insertions insertion deletions description

retrieval search semantic searching retrieved queries query

     0.10 retrieval semantic retrieved topics documents indexing document

     0.11 search searching queries query candidate collection candidates

phoneme phonetic phonemes waibel lang tdnn shikano

     0.11 phoneme phonetic phonemes waibel lang tdnn shikano

     0.26 recog nition nato fogelman soulie asi isolation

speech speaker acoustic hmm hmms viterbi bourlard

     0.16 viterbi bourlard compression synthesis wellekens steve boutlard

     0.16 speech speaker acoustic hmm hmms pitch phone

spatial retina location retinal position spatially color

     0.29 retina location retinal position color locations light

     0.28 spatial spatially overlapping contrast spread prominent shot

visual vision orientation human perception horizontal perceptual

     0.29 horizontal vertical early stages edge horizontally vertically

     0.30 visual vision orientation perceptual orientations psychophysical texture

     0.31 bottom top level levels multiple left module

     0.21 human perception humans subjects asked subject infants

filter signals signal filters filtering filtered source

     0.27 filter filters filtering filtered source pass sources

     0.32 signals signal static transmitted ratio transmission ratios

auditory sound spectrum sounds spectral spectra ear

     0.13 ear music cochlea cochlear harmonic musical nonlin

     0.11 auditory sound spectrum sounds spectral spectra transform

bounds vapnik haussler bound polynomial vc empirical

     0.16 vapnik polynomial complexity chervonenkis loss kearns colt

     0.16 haussler vc empirical pac acm schapire boosting

     0.16 hornik universal stinchcombe cybenko superpositions stan dard

     0.15 bounds bound tight bounding tighter uniform uniformly

kernel springer svm kernels uci verlag svms

     0.15 springer uci verlag repository ics cancer labels

     0.07 kernel kernels svm svms sch kopf burges

sample regularization samples prediction xi generalization regression

     0.18 regularization generalization additive regularized penalized decay regularizer

     0.34 sample samples sampling drawn sampled predictive ple

     0.33 prediction regression predictions predict predicting predicted predictor

     0.33 xi yi xj xl zi yl xn

     0.06 spline splines wahba smoothing observational multivariate cbms

     0.05 warmuth cruz santa ucsc crl littlestone kivinen

     0.19 dynamics dynamical attractor evolution equations attractors stability

overfitting trees partition tree splitting split splits

     0.22 overfitting trees tree partition split splitting splits

     0.04 pruning damage stork solla surgeon pruned obs

estimation estimate estimates estimating estimated optimal obtain

     0.43 estimation estimate estimates estimating estimated optimal obtain

     0.43 assume assumption assumptions assumed framework assuming derive

theorem proof bounded denote holds exists inequality

     0.25 denote holds exists inequality definitions theoretical satisfying

     0.28 satisfies satisfy condition satisfied conditions demonstrated demonstrate

     0.22 theorem proof bounded prove proofs define finite

graph node nodes parents child parent directed

     0.07 node nodes parents child parent children leaf

     0.07 graph directed graphs acyclic vertices vertex hypercube

tresp volker buhmann siemens hofmann joachim rose

     0.06 tresp volker siemens corporate ralph neuneier timothy

     0.05 buhmann hofmann joachim rose fox gurewitz ahmad

     0.07 germany institut informatik fiir uni universit bonn

blind ica separation yang cichocki amari cardoso

     0.05 blind ica separation cardoso oja parra redundancy

     0.04 yang cichocki amari mixing equivariant laheld proportions

     0.11 decomposition singular rows columns column row concept

supported grant nsf acknowledgements national fellowship iri

     0.36 nsf iri mcdonnell pew investigator award presidential

     0.36 supported grant acknowledgements national fellowship foundation sloan

tions dif tional tive tem sys cal

     0.19 tions dif tional tem cal ence func

     0.13 tive sys den impor tant neu tems

     0.19 mation approxi esti infor mate mated mates

solid dashed dotted lines plot line plots

     0.22 solid dashed dotted lines line dash combination

     0.43 plot plots plotted curve curves oo slope

protein biology binding dna molecular proteins genes

     0.06 protein binding dna proteins genes junction gene

     0.06 biology molecular species concentration molecules fish concentrations

cortex activity cortical brain neurosci neuroscience receptive

     0.26 interactions eye interaction ocular eyes dominance wiesel

     0.26 cortex activity cortical brain neurosci neuroscience monkey

     0.24 receptive fields field organization oriented surround correlated

stimulus stimuli responses response mechanisms mechanism ieee

     0.25 experimental experimentally consistent broad correlate plenum correlates

     0.25 effects studies study effect strongly studied influence

     0.25 animal behavioral animals hypothesis absence presence modeled

     0.25 stimulus stimuli responses response mechanisms mechanism respond

     0.77 ieee original transactions pages june april editors

     0.82 efficient efficiently computationally expensive efficiency resources allocated

motor movement movements sensory direction muscle angle

     0.21 movement movements direction angle angles directions angular

     0.15 motor sensory muscle command commands muscles cerebral

motion velocity moving velocities moves acceleration move

     0.15 moves move displacement site sites plan continue

     0.15 motion velocity moving velocities acceleration motions diffusion

dendritic biophysical improve improvement improved dendrites evaluate

     0.48 improve improvement improved evaluate evaluation significantly evaluated

     0.10 dendritic biophysical dendrites soma somatic excitable membranes

     0.07 van bialek hemmen william abbott integrate event

cells cell synapses biological physiological synapse potentials

     0.28 potentials physiol neurophysiol channels channel res receptors

     0.28 synapses biological synapse nervous stimulation nerve electronic

     0.25 cells cell physiological physiology anatomical ganglion axon

     0.31 biol cybern fig eq possibility raises examination

neurons neuron synaptic neuronal selective cat selectivity

     0.26 synaptic neuronal selective cat selectivity neurobiology nucleus

     0.31 neurons neuron avoid learner assignment methodology finding

oscillations oscillatory phase oscillation cycle oscillator oscillators

     0.15 oscillations oscillatory oscillation oscillator oscillators coupling coupled

     0.15 phase cycle periodic simulation olfactory interconnected cycles

acad sci hopfield natl usa proc emergent

     0.22 hopfield emergent collective physical tank abilities hop

     0.10 acad sci natl proc usa nat conf

inhibitory inhibition excitatory lateral excitation modulation strength

     0.25 inhibition lateral excitation modulation modulated mediated interneurons

     0.23 inhibitory excitatory strength activated receive receives strengths

connections feedback behavior connection connected external connectivity

     0.29 feedback behavior external recurrent postsynaptic behaviors presynaptic

     0.27 connections connection connected connectivity patterns pat internal

     0.20 wij lar ij particu simi awij larly

firing amplitude spike temporal fire spikes hz

     0.23 firing amplitude spike fire spikes hz period

     0.27 temporal delay duration short delays long temporally

frequency recordings recording recorded frequencies wave peak

     0.18 recordings recording recorded electrode electrodes record engineers

     0.17 frequency frequencies wave peak band waveform waveforms