Embedded thumbnail for Machine Learning Techniques and Applications in Finance, Healthcare and Recommendation Systems
Recorded:
Apr 12, 2017
Uploaded:
May 25, 2017
Part of
CBMM Special Seminars
Speaker(s):
David Vogel
David Vogel, Trustee (Voloridge Investment Management, LLC) Abstract: The introductory portion of this talk will review some state-of-the-art machine learning techniques. We will discuss concepts of ensembles and popular methodologies within this...
Embedded thumbnail for Better Science Code
Recorded:
May 10, 2017
Uploaded:
May 12, 2017
Part of
Computational Tutorials
Speaker(s):
Eric Denovellis
This computational tutorial will focus on best coding practices to make your code reusable, sharable, and bug free. We will highlight documentation, version control, and unit testing. We will have hands on exercises, so bring a computer to follow...
Embedded thumbnail for An Introduction to LSTMs in Tensorflow
Recorded:
Apr 26, 2017
Uploaded:
April 28, 2017
Part of
Computational Tutorials
Speaker(s):
Harini Suresh, Nicholas Locascio
Long Short Term Memory networks (LSTMs) are a type of recurrent neural network that can capture long term dependencies and are frequently used for natural language modeling and speech recognition. In this tutorial we will cover the conceptual basics...
Embedded thumbnail for Perceptual Organization From a Bayesian Point of View
Recorded:
Apr 21, 2017
Uploaded:
April 24, 2017
Part of
Brains, Minds and Machines Seminar Series
Speaker(s):
Jacob Feldman
Jacob Feldman - Rutgers University Abstract: Perceptual organization is the process by which the visual system groups the visual image into distinct clusters or units. In this talk I'll sketch a Bayesian approach to grouping, formulating it as an...
Embedded thumbnail for EAC Panel on AI and Jobs
Recorded:
Mar 23, 2017
Uploaded:
April 7, 2017
Part of
CBMM Special Seminars
CBMM Speaker(s):
David Siegel
Speaker(s):
Andrew McAfee
CBMM External Advisory Committee Member David Siegel (TwoSigma) talks with MIT principal research scientist Andrew McAfee about the role of artificial intelligence and jobs. DAVID SIEGEL, CO-CHAIRMAN Prior to co-founding Two Sigma, David was Chief...
Embedded thumbnail for The Convergence of Machine Learning and Artificial Intelligence Towards Enabling Autonomous Driving
Recorded:
Mar 24, 2017
Uploaded:
March 25, 2017
Part of
Brains, Minds and Machines Seminar Series
CBMM Speaker(s):
Amnon Shashua
Brains, Minds, and Machines Seminar Series: Amnon Shashua - Hebrew University, Co-founder, CTO and Chairman of Mobileye Abstract: The field of transportation is undergoing a seismic change with the coming introduction of autonomous driving. The...
Embedded thumbnail for An Introduction to Spike Sorting
Recorded:
Mar 22, 2017
Uploaded:
March 23, 2017
Part of
Computational Tutorials
Speaker(s):
Jai Bhagat, Caroline Moore-Kochlacs
Jai Bhagat and Caroline Moore-Kochlacs, MIT Description: In in vivo animal models, neuroscience experiments in electrophysiology are commonly performed with the use of extracellular electrodes that get implanted in the cell layer of specific brain...
Embedded thumbnail for Spike Timing in Motor Control
Recorded:
Feb 21, 2017
Uploaded:
February 21, 2017
Part of
CBMM Special Seminars
Speaker(s):
Ilya Nemenman
Ilya Nemenman, Emory University Abstract: Last two-three decades have convinced the computational neuroscience community that sensory neurons encode information about the world not just in their firing rate, but also in the precise timing of their...
Embedded thumbnail for Working on the OpenMind Computing Cluster
Recorded:
Feb 16, 2017
Uploaded:
February 16, 2017
Part of
Computational Tutorials
Speaker(s):
Evan Remington
Evan Remington, MIT  An introduction to the OpenMind computing resources, and best practices when using it. More information can be found here - https://stellar.mit.edu/S/project/bcs-comp-tut/index.html
Embedded thumbnail for Singularity on OpenMind
Recorded:
Feb 16, 2017
Uploaded:
February 16, 2017
Part of
Computational Tutorials
Speaker(s):
Satrajit Ghosh
Satrajit Ghosh, MIT The tutorial will focus on singularity, an HPC container service, and how to incorporate it into your openmind workflow. More information can be found here - https://stellar.mit.edu/S/project/bcs-comp-tut/index.html

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