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Dietterich T.G., Becker S., Ghahramani Z. — Advances in neural information processing systems 14 (Vol. 1 and vol. 2)
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Название: Advances in neural information processing systems 14 (Vol. 1 and vol. 2)Авторы: Dietterich T.G., Becker S., Ghahramani Z.Аннотация: The annual conference on Neural Information Processing Systems (NIPS) is the flagship conference on neural computation. The conference is interdisciplinary, with contributions in algorithms, learning theory, cognitive science, neuroscience, vision, speech and signal processing, reinforcement learning and control, implementations, and diverse applications. Only about 30 percent of the papers submitted are accepted for presentation at NIPS, so the quality is exceptionally high. These proceedings contain all of the papers that were presented at the 2001 conference.
Язык: Рубрика: Computer science /Генетика, нейронные сети /Статус предметного указателя: Готов указатель с номерами страниц ed2k: ed2k stats Год издания: 2002Количество страниц: 1594Добавлена в каталог: 16.11.2005Операции: Положить на полку |
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Предметный указатель
Multisensory neuron 181 Munos, Remi 1571 Murphy, Kevin P. 833 Murray, Alan F. 1091 Muscle synergies 141 MUSIC 1361 Music playlists 1425 Musical accompaniment 1433 Mutual information 253 399 777 873 929 N euroscience 237 269 309 Nagata, Makoto 1115 Naive Bayes classifier 841 Nakahara, Hiroyuki 253 Nakai, Mitsuru 921 Nakamura, Satoshi 1213 Nanostructure 1115 Narayanan, Srini 59 Nash equilibrium 817 Natural gradient 1531 Natural image statistics 1303 Natural images 261 Natural language 35 59 91 Natural language processing 625 Natural scenes 293 Natural sounds 173 309 nearest neighbors 665 985 Negishi, Michiro 67 Nelken, Israel 173 Nemenman, Ilya 471 Neuneier, Ralph 1465 Neural activity 133 253 Neural assemblies 205 Neural models 149 Neural network bounds 809 Neural networks 67 Neural nonlinearities 269 Neural oscillator 1205 Neural population 205 Neural prostheses 213 Neural representation 197 Neural system models 1107 Neuromanifold 343 Neuromodulation 189 Neuromorphic circuit 1107 Neuromorphic systems 133 1091 Neuronal synchrony 133 1205 Ng, Andrew Y. 601 841 849 Niyogi, Partha 585 NMDA 229 Noisy rules 479 Noma, Ken-ichi 921 Non-negative factorization 141 Nonlinear ICA 761 Nonlinear models 729 Nonlinear PCA 585 1457 Nonnegative matrix factorization 897 Nonparametric density estimation 793 825 Nonstationary environments 793 1213 Novelty detection 785 1345 Obermayer, Klaus 301 993 Object recognition 293 1239 1303 Okada, Masato 245 On-line learning 3 359 495 641 785 793 1377 One-to-many mappings 1263 Ontrup, Jorg 1417 Opper, Manfred 463 479 657 Optic flow 149 Optimal control 51 Optimal filtering 993 Optimistic initialization 1499 Optimization 553 593 705 753 1033 Orientation 165 Orientation selectivity 1319 Ormoneit, Dirk 913 Oscillatory correlation 1205 Outlier 1369 Overfitting 351 519 Ozeki, Tomoko 343 O’Reilly, Randall C 75 83 PAC-Bayes 809 PAC-bounds 809 Paccanaro, Alberto 857 Parallel computing 1099 Parameter convergence 543 Parameter estimation 1385 Park, Hyeyoung 343 Parr, Ronald 1523 1547 Parsing 625 Partially labeled 945 Partially observable Markov decision processes 961 1475 1555 Particle filters 213 561 713 961 1361 Parveen, Shahla 1189 Paskin, Mark A. 91 833 Patrascu, Relu 1579 Pattern classification 359 1131 Pattern recognition 969 1239 PCA 335 617 825 Pearlmutter, Barak 1049 Pelillo, Marcello 865 Perception 713 1223 Perceptron 423 439 625 Perceptual inference 189 Perceptual organization 19 1009 1319 1327 Perona, Pietro 1255 1287 Persistent neural activity 237 Petrovic, Nemanja 737 Phase-based stereopsis 1271 Phonological loop 83 Place cells 165 Planning 1539 1547 Platt, John C 1425 Poggio, Tomaso 1239 Policy gradient 1515 Policy iteration 1515 1531 1547 1579 Policy search 1515 Polito, Marzia 1255 POMDP 1475 1555 Pontil, Massimiliano 1239 Population coding 173 213 277 317 Portfolio-management 1465 Posterior probability estimation 1041 Prediciting neuronal firing 165 Predictive state representation 1555 Prefrontal cortex 83 Prior knowledge 1425 Probabilistic forward-feedback models 1263 Probabilistic inference 123 737 777 1165 Probabilistic models 59 91 431 1287 1345 1385 1401 Probablistic parsing 59 Product analysis 729 Products of experts 1017 Projection learning 777 825 Psychology 27 Psychophysics 1223 1247 Q-learning 1337 1499 QR decomposition 1057 Quadratic programming 865 Quasi-Bayes learning 3 Query learning 1449 Radial basis 1081 Radial basis functions 1491 Raghavachari, Sridhar 229 Ramscar, Michael 123 Random fluctuation 1115 Random walk 945 1441 Rangarajan, Anand 873 1033 Ranking based system 681 Rao-Blackwellisation 561 Raphael, Christopher 1433 Rasmussen, Carl Edward 577 881 Rational analysis 51 Ratsch, Gunnar 487 977 1449 Rattray, Magnus 495 Real-time 1311 Receptive fields 149 293 1271 Recurrent cortical networks 1107 1319 Recurrent neural networks 67 221 237 317 325 503 1009 1189 1377 1465 1475 Redundancy reduction 173 Regression 463 519 593 881 1369 1425 Regression trees 1587 Regularization 213 447 487 543 1279 Rehder, Bob 99 REINFORCE 1377 Reinforcement learning 11 43 115 1337 1377 1393 1475 1483 1491 1499 1507 1515 1531 1547 1563 1587 Relational data 1441 Relational encoding 75 Relevance vector machines 383 Reliability 1181 Replica method 463 Replica synchronisation 1401 Representation 945 Reproducing kernel Hubert space (RKHS) 1081 Resources allocation 1571 Response conflict 51 Reversible jump MCMC 937 Richardson, Matt 1441 Risk minimization 1409 Ritter, Helge 825 1417 Roberts, Stephen 937 Robotics 713 Robust classification 801 1131 1141 Robust learning 471 Robust recognition 1213 Robust regression 1369 Robust speech recognition 1189 ROC curve 1409 Rokers, Bas 27 Roller, Daphne 913 1523 Rolls, Edmund T. 293 Rosales, Romer 1263 Roth, Dan 423 ROUT algorithm 1587 Roweis, Sam T. 889 Rowstron, Anthony I. T. 1401 Roy, Benjamin Van 689 Rucci, Michele 261 Rudra, Archisman 27 Rules 75 Rural, Wheeler 107 Sabatini, Silvio P. 1271 Sadr, Javid 1279 Sagayama, Shigeki 921 Saliency maps 1303 Sample complexity 841 Sample complexity bounds 809 Sample-based inference 1213 Samsonovich, Alexei V. 133 Saul, Lawrence K. 889 897 Scale selection 1303 Scale-space clustering 769 Schapire, Robert E. 617 Scheinberg, Katya 705 Schmitt, Michael 503 Scholkopf, Bernhard 335 609 Schrodinger equation 769 Schuurmans, Dale 1579 Schwartz, Odelia 269 Sclaroff, Stan 1263 Second-order distribution 399 Second-order statistics 761 Seeger, Matthias 905 Segal, Eran 913 Segmentation 793 1295 1327 Selective attention 1205 1327 Selective sampling 705 Self organizing maps 1417 Self-localization 165 Self-motion 149 Semi-supervised learning 553 905 945 Sen, Kamal 309 Sequence learning 67 833 857 1157 1555 Sequential data 793 921 Sequential learning 317 Serre, Thomas 1239 Servedio, Rocco A. 423 Seung, Sebastian 221 Shadmehr, Reza 197 Shafee, Fariel 471 Shamir, Maoz 277 Shape analysis 745 Shapiro, Jonathan L. 115 Shawe-Taylor, John 367 511 649 Shelton, Christian R. 1393 Shi, Jianbo 1327 Shibata, Tadashi 1131 Shimkin, Nahum 1563 Shimodaira, Hiroshi 921 Shoham, Shy 213 Shon, Aaron P. 1123 Short-range interactions 1247 Siegelmann, Hava 777 Sigmoidal networks 503 Signal detection theory 181 Signal processing 793 Similarity 99 1295 1345 Simon, Horst 1057 Simoncelli, Eero P. 269 Singer, Yoram 641 Singh, Satinder 817 1393 1555 Single-electron circuit 1115 Singularity 343 Sinha, Pawan 1279 Slonim, Noam 929 Smith, Nathan 1197 Smola, Alex J. 439 785 Smyth, Padhraic 1353 Snow 423 Social learning 1393 Software agents 1393 Solari, Fabio 1271 Sollich, Peter 519 Sompolinsky, Haim 277 Song, Yang 1287 Sonnenburg, Soeren 977 Soto, Rodolfo 83 Sound separation 1173 Souroujon, Oren 1025 Sparse coding 897 Sparse linear models 383 Sparse solution 1065 Sparseness 697 Sparsity 657 Spatial cognition 165 Spatial vision 1247 Spatio-temporal pattern 245 Speaker recognition 1149 1157 Spectral clustering 849 Spectral partitioning 649 849 Spectral relaxation 1057 Speech processing 1165 Speech recognition 921 1165 1197 1213 Speech signal processing 1173 1213 Speeded discrimination 51 Spike timing 253 285 309 1091 Spike-triggered covariance 269 Spiking neurons 115 205 269 1091 1107 1123 Stability 285 State estimation 713 Statistical learning theory 359 593 Statistical mechanics 463 479 495 519
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