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Tutorial: Computational Models of Human Vision - Part 1 (27:06)

Recorded:

Aug 11, 2018

Uploaded:

August 12, 2018

Part of

All Captioned Videos, Brains, Minds and Machines Summer Course 2018

CBMM Speaker(s):

Pouya Bashivan

Pouya Bashivan, MIT
Overview of the visual pathways from the retina to higher cortical areas; approaches to modeling neural behavior including spike triggered averaging, linear-nonlinear methods, generalized linear models, Gabor filters and...

Tutorial: Probability (43:23)

Recorded:

Aug 11, 2018

Uploaded:

August 11, 2018

Part of

All Captioned Videos, Brains, Minds and Machines Summer Course 2018

CBMM Speaker(s):

Andrei Barbu

Andrei Barbu, MIT
Introduction to probability, covering uncertainty, simple statistics, random variables, independence, joint and conditional probabilities, probability distributions, Bayesian analysis, graphical models, mixture models, and...

Tutorial: Cognitive Neuroscience (27:14)

Recorded:

Aug 11, 2018

Uploaded:

August 11, 2018

Part of

All Captioned Videos, Brains, Minds and Machines Summer Course 2018

CBMM Speaker(s):

Frederico Azevedo

Frederico Azevedo, MIT
Introduction to ventral and dorsal pathways in the brain, hierarchy of the visual system and face processing areas, action pathways and decoding movement, selective visual attention, long and short-term memory, learning...

DES-fMRI: Direct Electrical Stimulation and fMRI (1:19:43)

Recorded:

Aug 11, 2018

Uploaded:

August 11, 2018

Part of

Brains, Minds and Machines Summer Course 2018

Speaker(s):

Nikos K. Logothetis

Nikos K. Logothetis, Max Planck Institute for Biological Cybernetics in Tübingen
Overview of technical advances that enable the integration of direct electrical stimulation of neural tissue with fMRI recordings, and application of this...

Tutorial: Basic Neuroscience (46:04)

Recorded:

Aug 11, 2018

Uploaded:

August 11, 2018

Part of

All Captioned Videos, Brains, Minds and Machines Summer Course 2018

CBMM Speaker(s):

Francisco Flores

Francisco Flores, MIT
Overview of basic neuroscience concepts, including the structure of neurons, membrane biophysics and the generation of action potentials, synapses, neural networks, sensory pathways in the brain, the motor system and...

Tutorial: Linear Algebra (48:39)

Recorded:

Aug 11, 2018

Uploaded:

August 11, 2018

Part of

All Captioned Videos, Brains, Minds and Machines Summer Course 2018

CBMM Speaker(s):

Andrzej Banburski

Andrzej Banburski, MIT
Introduction to concepts from linear algebra needed to understand Principal Components Analysis (PCA): vectors, matrices, matrix multiplication and other operations, data transformations, solving linear equations, and...

14 - FMRI Analysis Start to End: Part 4 of 5

Recorded:

May 29, 2018

Uploaded:

August 8, 2018

Part of

All Captioned Videos, AFNI Training Bootcamp

Speaker(s):

Rick Reynolds, NIMH

Rick Reynolds, NIMH Related documents: afni16_start_to_finish.pdf For more information and course materials, please visit the workshop website: http://cbmm.mit.edu.ezproxyberklee.flo.org/afni We recommend viewing the videos at 1920 x 1080 (Full HD) resolution for the best...