Embedded thumbnail for Tutorial: Computational Models of Human Vision - Part 1 (27:06)
Recorded:
Aug 11, 2018
Uploaded:
August 12, 2018
Part of
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...
Embedded thumbnail for Tutorial: Probability (43:23)
Recorded:
Aug 11, 2018
Uploaded:
August 11, 2018
Part of
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...
Embedded thumbnail for Tutorial: Cognitive Neuroscience (27:14)
Recorded:
Aug 11, 2018
Uploaded:
August 11, 2018
Part of
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...
Embedded thumbnail for 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...
Embedded thumbnail for Tutorial: Basic Neuroscience (46:04)
Recorded:
Aug 11, 2018
Uploaded:
August 11, 2018
Part of
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...
Embedded thumbnail for Tutorial: Linear Algebra (48:39)
Recorded:
Aug 11, 2018
Uploaded:
August 11, 2018
Part of
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...
Embedded thumbnail for 14 - FMRI Analysis Start to End: Part 4 of 5
Recorded:
May 29, 2018
Uploaded:
August 8, 2018
Part of
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/afni We recommend viewing the videos at 1920 x 1080 (Full HD) resolution for the best...
Embedded thumbnail for 13 - FMRI Analysis Start to End: Part 3 of 5
Recorded:
May 29, 2018
Uploaded:
August 8, 2018
Part of
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/afni We recommend viewing the videos at 1920 x 1080 (Full HD) resolution for the best...
Embedded thumbnail for 12 - FMRI Analysis Start to End: Part 2 of 5
Recorded:
May 29, 2018
Uploaded:
August 8, 2018
Part of
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/afni We recommend viewing the videos at 1920 x 1080 (Full HD) resolution for the best...
Embedded thumbnail for 11 - FMRI Analysis: Start to End: Part 1 of 5
Recorded:
May 29, 2018
Uploaded:
August 7, 2018
Part of
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/afni We recommend viewing the videos at 1920 x 1080 (Full HD) resolution for...

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