Embedded thumbnail for Better Science Code
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May 12, 2017
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Computational Tutorials
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
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April 28, 2017
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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 An Introduction to Spike Sorting
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March 23, 2017
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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 Singularity on OpenMind
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February 16, 2017
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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
Embedded thumbnail for Working on the OpenMind Computing Cluster
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February 16, 2017
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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 A Tutorial Review of Functional Connectivity Analysis Methods and Their Interpretational Pitfalls
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September 16, 2016
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Oscillatory neuronal synchronization has been hypothesized to provide a mechanism for dynamic network coordination. Rhythmic neuronal interactions can be quantified using multiple metrics, each with their own advantages and disadvantages. This...
Embedded thumbnail for Bayesian methods: brain and cognitive perspectives
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March 10, 2016
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Taught by Mehrdad Jazayeri and Josh Tenenbaum Lecture slides, references, exercises, and sign-ups for future tutorials are posted here: https://stellar.mit.edu/S/project/bcs-comp-tut/ Thanks to MIT BCS seminar committee, postdoc committee (...
Embedded thumbnail for Learning in deep neural networks
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March 10, 2016
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Taught by Phillip Isola Exercises and references posted here: https://stellar.mit.edu/S/project/bcs-comp-tut/ Thanks to BCS seminar committee and postdoc committee (especially Evan Remington) for help with organizing and funding. Video editing by...
Embedded thumbnail for Learning in recurrent neural networks
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March 10, 2016
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Taught by Larry Abbott Exercises and references posted here: https://stellar.mit.edu/S/project/bcs-comp-tut/ Thanks to BCS seminar committee and postdoc committee (especially Evan Remington) for help with organizing and funding. Video editing by...
Embedded thumbnail for Dynamical Systems in Neuroscience
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January 22, 2016
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Dynamical Systems tutorial from the tutorial series in computational topics for brain and cognitive sciences. Lecture slides, references, exercises, and sign-ups for future tutorials are posted here: https://stellar.mit.edu/S/project/bcs-comp-tut/...

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