Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks Samy Bengio, Oriol Vinyals, Navdeep Jaitly, Noam Shazeer Google Research Mountain View, CA, USA {bengio,vinyals,ndjaitly,noam}@google.com

Source URL: papers.nips.cc

Articial Neural Networks [Read Ch. 4] [Recommended exercises 4.1, 4.2, 4.5, 4.9, 4.11]  Threshold units  Gradient descent  Multilayer networks

Source URL: www4.comp.polyu.edu.hk

Searching for Minimal Neural Networks in Fourier Space ¨ Jan Koutn´ık, Faustino Gomez, and Jurgen Schmidhuber IDSIA, Galleria 2, 6928 Manno-Lugano, Switzerland University of Lugano & SUPSI, Switzerland

Source URL: people.idsia.ch

• Artificial neural networks
• Applied mathematics
• Computational neuroscience
• Computational statistics
• Statistics
• Cybernetics
• Mathematical psychology
• Recurrent neural network
• JPEG

arXiv:1604.03755v1 [cs.CV] 13 AprVConv-DAE: Deep Volumetric Shape Learning Without Object Labels Abhishek Sharma1 , Oliver Grau2 , Mario Fritz3 1

Source URL: arxiv.org

• Artificial neural networks
• Imaging
• 3D computer graphics
• Artificial intelligence
• Vision
• Computational neuroscience
• 3D imaging
• Deep learning
• Machine learning
• Convolutional neural network
• Voxel
• Feature learning

Deep Learning and Structural Kernels for Semantic Inference: Question Answering Applications to Formal Text and Web Forums

Source URL: www.dialog-21.ru

• Computational linguistics
• Natural language processing
• Machine learning
• Artificial neural networks
• Deep learning
• Word2vec
• Question answering
• Textual entailment
• Outline of natural language processing
• Word embedding

Continually Adding Self-Invented Problems to the Repertoire: First Experiments with P OWER P LAY Rupesh Kumar Srivastava, Bas R. Steunebrink, Marijn Stollenga and J¨urgen Schmidhuber The Swiss AI Lab IDSIA University of

Source URL: people.idsia.ch

• Artificial neural networks
• Recurrent neural network
• Machine learning
• Perceptron
• Multilayer perceptron
• Creativity
• General Problem Solver

review f o c u s o n b i g data Dimensionality reduction for large-scale neural recordings

Source URL: stat.columbia.edu

• Computational neuroscience
• Neuroscience
• Neural networks
• Multivariate statistics
• Neural coding
• Neural oscillation
• Principal component analysis
• Dimensionality reduction
• Artificial neural network
• Nonlinear dimensionality reduction
• Biological neural network
• Neural ensemble

Convolutional Neural Networks for Age and Gender Classification Ari Ekmekji Stanford University

Source URL: cs231n.stanford.edu

Learning Sparse High Dimensional Filters: Image Filtering, Dense CRFs and Bilateral Neural Networks Varun Jampani1 , Martin Kiefel1,2 and Peter V. Gehler1,2 Max Planck Institute for Intelligent Systems, T¨ubingen, 72076

Source URL: ps.is.tuebingen.mpg.de

Beating the Perils of Non-Convexity: Guaranteed Training of Neural Networks using Tensor Methods arXiv:1506.08473v3 [cs.LG] 12 JanMajid Janzamin∗

Source URL: www-scf.usc.edu