Subutai Ahmad

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A study of scaling and generalization in neural networks

Gerald Tesauro, Subutai Ahmad, G. Tesauro, 1988, Neural Networks.

Representing Probabilistic Rules with Networks of Gaussian Basis Functions

Volker Tresp, Subutai Ahmad, Jürgen Hollatz, 1997, Machine Learning.

Biologically Driven Artificial Intelligence

Subutai Ahmad, Kjell J. Hole, Subutai Ahmad, 2019, Computer.

How Can We Be So Dense? The Benefits of Using Highly Sparse Representations pdf

Subutai Ahmad, Luiz Scheinkman, Subutai Ahmad, 2019, ArXiv.

Some Solutions to the Missing Feature Problem in Vision

Volker Tresp, Subutai Ahmad, Volker Tresp, 1992, NIPS.

A comparative study of HTM and other neural network models for online sequence learning with streaming data

Yuwei Cui, Subutai Ahmad, Jeff Hawkins, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

VISIT: A Neural Model of Covert Visual Attention

Subutai Ahmad, Subutai Ahmad, 1991, NIPS.

Asymptotic Convergence of Backpropagation

Yu He, Gerald Tesauro, Subutai Ahmad, 1989, Neural Computation.

Properties of Sparse Distributed Representations and their Application to Hierarchical Temporal Memory pdf

Subutai Ahmad, Jeff Hawkins, Subutai Ahmad, 2015, ArXiv.

Feature Densities Are Required for Computing Feature Correspondences

Subutai Ahmad, Subutai Ahmad, 1993, NIPS.

Real-Time Anomaly Detection for Streaming Analytics pdf

Subutai Ahmad, Scott Purdy, Subutai Ahmad, 2016, ArXiv.

Classification with missing and uncertain inputs

Volker Tresp, Subutai Ahmad, Volker Tresp, 1993, IEEE International Conference on Neural Networks.

A Sequence-Based Neuronal Model for Mobile Robot Localization

Subutai Ahmad, Peer Neubert, Peter Protzel, 2018, KI.

Evaluating Real-Time Anomaly Detection Algorithms -- The Numenta Anomaly Benchmark

Subutai Ahmad, Alexander Lavin, Subutai Ahmad, 2015, 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA).

Network Structuring and Training Using Rule-Based Knowledge

Volker Tresp, Subutai Ahmad, Jürgen Hollatz, 1992, NIPS.

Long Distance Relationships without Time Travel: Boosting the Performance of a Sparse Predictive Autoencoder in Sequence Modeling

Subutai Ahmad, Jeremy Gordon, David Rawlinson, 2020, ANNPR.

Video playback with synchronized sound at a variable speed

Subutai Ahmad, Michele Covell, Neal A. Bhadkamkar, 1997 .

Why Does the Neocortex Have Columns, A Theory of Learning the Structure of the World

Yuwei Cui, Subutai Ahmad, Jeff Hawkins, 2017, bioRxiv.

Why Neurons Have Thousands of Synapses, a Theory of Sequence Memory in Neocortex

Subutai Ahmad, Jeff Hawkins, Subutai Ahmad, 2015, Front. Neural Circuits.

26th Annual Computational Neuroscience Meeting (CNS*2017): Part 1

Simona Cocco, Rémi Monasson, Robert Chen, 2017, BMC Neuroscience.

Procede de compression de plusieurs images video

Subutai Ahmad, 1996 .

A Theory of How Columns in the Neocortex Enable Learning the Structure of the World

Yuwei Cui, Subutai Ahmad, Jeff Hawkins, 2017, Front. Neural Circuits.

Scaling and Generalization in Neural Networks: A Case Study

Gerald Tesauro, Subutai Ahmad, G. Tesauro, 1988, NIPS.

A Framework for Intelligence and Cortical Function Based on Grid Cells in the Neocortex

Subutai Ahmad, Jeff Hawkins, Mirko Klukas, 2018 .

Visit: an efficient computational model of human visual attention

Subutai Ahmad, Subutai Ahmad, 1992 .

Unsupervised real-time anomaly detection for streaming data

Subutai Ahmad, Zuha Agha, Alexander Lavin, 2017, Neurocomputing.

Porting HTM Models to the Heidelberg Neuromorphic Computing Platform pdf

Subutai Ahmad, Sebastian Billaudelle, Subutai Ahmad, 2015, ArXiv.

Training Neural Networks with Deficient Data

Volker Tresp, Subutai Ahmad, Ralph Neuneier, 1993, NIPS.

Asymptotic Convergence of Backpropagation: Numerical Experiments

Yu He, Gerald Tesauro, Subutai Ahmad, 1989, NIPS.

Equilateral Triangles: A Challenge for Connectionist Vision

Stephen M. Omohundro, Subutai Ahmad, 2009 .

The HTM Spatial Pooler – a neocortical algorithm for online sparse distributed coding

Yuwei Cui, Subutai Ahmad, Jeff Hawkins, 2016, bioRxiv.

Efficient Methods for Dealing with Missing Data in Supervised Learning

Volker Tresp, Subutai Ahmad, Ralph Neuneier, 1994, NIPS.

David Touretzky, Jeffrey Elman, Terrence Sejnowski and Geoffrey Hinton, eds., Connectionist Models: Proceedings of the 1990 Summer School

Subutai Ahmad, 1993, Artif. Intell..

A Framework for Intelligence and Cortical Function Based on Grid Cells in the Neocortex

Marcus Lewis, Subutai Ahmad, Jeff Hawkins, 2018, bioRxiv.

The HTM Spatial Pooler—A Neocortical Algorithm for Online Sparse Distributed Coding

Yuwei Cui, Subutai Ahmad, Jeff Hawkins, 2016, bioRxiv.

Continuous Online Sequence Learning with an Unsupervised Neural Network Model

Yuwei Cui, Subutai Ahmad, Jeff Hawkins, 2015, Neural Computation.

Automated machine learning for autonomic computing

Subutai Ahmad, 2012, ICAC '12.

How do neurons operate on sparse distributed representations? A mathematical theory of sparsity, neurons and active dendrites pdf

Subutai Ahmad, Jeff Hawkins, Subutai Ahmad, 2016, ArXiv.

Analysis-by-synthesis dissolve detection

Subutai Ahmad, Michele Covell, 2002, Proceedings. International Conference on Image Processing.