Abstract is missing.
- Transformation Equivariant Boltzmann MachinesJyri J. Kivinen, Christopher K. I. Williams. 1-9 [doi]
- Improved Learning of Gaussian-Bernoulli Restricted Boltzmann MachinesKyungHyun Cho, Alexander Ilin, Tapani Raiko. 10-17 [doi]
- A Hierarchical Generative Model of Recurrent Object-Based Attention in the Visual CortexDavid P. Reichert, Peggy Seriès, Amos J. Storkey. 18-25 [doi]
- ℓ::1::-Penalized Linear Mixed-Effects Models for BCISiamac Fazli, Márton Danóczy, Jürg Schelldorfer, Klaus-Robert Müller. 26-35 [doi]
- Slow Feature Analysis - A Tool for Extraction of Discriminating Event-Related Potentials in Brain-Computer InterfacesSven Dähne, Johannes Höhne, Martijn Schreuder, Michael Tangermann. 36-43 [doi]
- Transforming Auto-EncodersGeoffrey E. Hinton, Alex Krizhevsky, Sida D. Wang. 44-51 [doi]
- Stacked Convolutional Auto-Encoders for Hierarchical Feature ExtractionJonathan Masci, Ueli Meier, Dan Ciresan, Jürgen Schmidhuber. 52-59 [doi]
- Error-Backpropagation in Networks of Fractionally Predictive Spiking NeuronsSander M. Bohte. 60-68 [doi]
- ESN Intrinsic Plasticity versus Reservoir StabilityPetia D. Koprinkova-Hristova, Günther Palm. 69-76 [doi]
- Adaptive Routing Strategies for Large Scale Spiking Neural Network Hardware ImplementationsSnaider Carrillo, Jim Harkin, Liam McDaid, Sandeep Pande, Seamus Cawley, Fearghal Morgan. 77-84 [doi]
- Self-Organizing Map for the Multi-Goal Path Planning with Polygonal GoalsJan Faigl, Libor Preucil. 85-92 [doi]
- Unlearning in the BCM Learning Rule for Plastic Self-organization in a Multi-modal ArchitectureMathieu Lefort, Yann Boniface, Bernard Girau. 93-100 [doi]
- Neuronal Projections Can Be Sharpened by a Biologically Plausible Learning MechanismMatthew Cook, Florian Jug, Christoph Krautz. 101-108 [doi]
- Explicit Class Structure by Weighted Cooperative LearningRyotaro Kamimura. 109-116 [doi]
- Unsupervized Data-Driven Partitioning of Multiclass ProblemsHernán Ahumada, Guillermo L. Grinblat, Pablo M. Granitto. 117-125 [doi]
- Bounds for Approximate Solutions of Fredholm Integral Equations Using Kernel NetworksGiorgio Gnecco, Vera Kurková, Marcello Sanguineti. 126-133 [doi]
- An Improved Training Algorithm for the Linear Ranking Support Vector MachineAntti Airola, Tapio Pahikkala, Tapio Salakoski. 134-141 [doi]
- Extending Tree Kernels with Topological InformationFabio Aiolli, Giovanni Da San Martino, Alessandro Sperduti. 142-149 [doi]
- Accelerating Kernel Neural GasFrank-Michael Schleif, Andrej Gisbrecht, Barbara Hammer. 150-158 [doi]
- State Prediction: A Constructive Method to Program Recurrent Neural NetworksRené Felix Reinhart, Jochen Jakob Steil. 159-166 [doi]
- Cluster Self-organization of Known and Unknown Environmental Sounds Using Recurrent Neural NetworkYang Zhang, Shun Nishide, Toru Takahashi, Hiroshi G. Okuno, Tetsuya Ogata. 167-175 [doi]
- Time-Dependent Series Variance Estimation via Recurrent Neural NetworksNikolay I. Nikolaev, Peter Tino, Evgueni N. Smirnov. 176-184 [doi]
- Historical Consistent Complex Valued Recurrent Neural NetworkHans-Georg Zimmermann, Alexey Minin, Victoria Kusherbaeva. 185-192 [doi]
- Sparse Spatio-temporal Gaussian Processes with General LikelihoodsJouni Hartikainen, Jaakko Riihimäki, Simo Särkkä. 193-200 [doi]
- Learning Curves for Gaussian Processes via Numerical Cubature IntegrationSimo Särkkä. 201-208 [doi]
- Cross-Species Translation of Multi-way BiomarkersTommi Suvitaival, Ilkka Huopaniemi, Matej Oresic, Samuel Kaski. 209-216 [doi]
- An Evaluation of the Image Recognition Method Using Pulse Coupled Neural NetworkMasato Yonekawa, Hiroaki Kurokawa. 217-224 [doi]
- Using the Leader Algorithm with Support Vector Machines for Large Data SetsEnrique Romero. 225-232 [doi]
- Automatic Seizure Detection Incorporating Structural InformationBorbala Hunyadi, Maarten De Vos, Marco Signoretto, Johan A. K. Suykens, Wim Van Paesschen, Sabine Van Huffel. 233-240 [doi]
- The Grouped Author-Topic Model for Unsupervised Entity ResolutionAndrew M. Dai, Amos J. Storkey. 241-249 [doi]
- Kullback-Leibler Divergence for Nonnegative Matrix FactorizationZhirong Yang, He Zhang, Zhijian Yuan, Erkki Oja. 250-257 [doi]
- Distributed Deterministic Temporal Information Propagated by Feedforward Neural NetworksYoshiyuki Asai, Alessandro E. P. Villa. 258-265 [doi]
- Chaotic Complex-Valued Multidirectional Associative Memory with Variable Scaling FactorAkio Yoshida, Yuko Osana. 266-274 [doi]
- Predicting Reaction Times in Word Recognition by Unsupervised Learning of MorphologySami Virpioja, Minna Lehtonen, Annika Hultén, Riitta Salmelin, Krista Lagus. 275-282 [doi]
- An Examination of the Dynamic Interaction within Metaphor Understanding Using a Model SimulationAsuka Terai, Saori Hirose, Naoko Kuriyama, Masanori Nakagawa. 283-290 [doi]
- Visual Pathways for Shape AbstractionKonstantinos Raftopoulos, Stefanos D. Kollias. 291-298 [doi]
- Improving Articulatory Feature and Phoneme Recognition Using Multitask LearningRamya Rasipuram, Mathew Magimai-Doss. 299-306 [doi]
- OrBEAGLE: Integrating Orthography into a Holographic Model of the LexiconGeorge Kachergis, Gregory E. Cox, Michael N. Jones. 307-314 [doi]
- On the Problem of Finding the Least Number of Features by L1-Norm MinimisationSascha Klement, Thomas Martinetz. 315-322 [doi]
- Extracting Coactivated Features from Multiple Data SetsMichael Gutmann, Aapo Hyvärinen. 323-330 [doi]
- Single Layer Complex Valued Neural Network with Entropic Cost FunctionLuís A. Alexandre. 331-338 [doi]
- Batch Intrinsic Plasticity for Extreme Learning MachinesKlaus Neumann, Jochen J. Steil. 339-346 [doi]
- An Empirical Study on the Performance of Spectral Manifold Learning TechniquesPeter Mysling, Søren Hauberg, Kim Steenstrup Pedersen. 347-354 [doi]
- Semi-supervised Learning for WLAN PositioningTeemu Pulkkinen, Teemu Roos, Petri Myllymäki. 355-362 [doi]
- Ensemble-Teacher Learning through a Perceptron Rule with a MarginKazuyuki Hara, Seiji Miyoshi. 363-370 [doi]
- Topic-Dependent Document Ranking: Citation Network Analysis by Analogy to Memory Retrieval in the BrainHiroshi Okamoto. 371-378 [doi]
- PADDLE: Proximal Algorithm for Dual Dictionaries LEarningCurzio Basso, Matteo Santoro, Alessandro Verri, Silvia Villa. 379-386 [doi]