neuroscience tutorial i - machines · •neuroscience is the study of the nervous system. •in...

76
Neuroscience Tutorial I Francisco J. Flores 11 – Aug – 2018

Upload: others

Post on 23-Mar-2020

6 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Neuroscience Tutorial I

Francisco J. Flores

11 – Aug – 2018

Page 2: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

What is Neuroscience?

Neuroscience is the study of the processes by which we perceive, act, learn, and remember.

Kandel et al. 2015

Kandel, Schwarz, and Jessel “Principles of Neural Science” 2015

Page 3: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

What is Neuroscience?

Neuroscience is the study of the nervous system.

Flores, today.

Page 4: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

What is the nervous system?

• Most living organisms have a sensory surface and a motor surface.

• Some multicellular organisms developed a neuron-based link between the sensory and motor surfaces.

• We call this link the nervous system.

• The role of the nervous system is to perform sensory-motor integration.

Page 5: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Unicellular: Protozoa.

https://www.youtube.com/watch?v=QGAm6hMysTA

Page 6: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Unicellular: Protozoa.

https://www.youtube.com/watch?v=QGAm6hMysTA

Page 7: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Unicellular: Bacteria.

https://www.youtube.com/watch?v=fEcRNucFZ-c

Page 8: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Multicellular: Hydra.

https://www.youtube.com/watch?v=TfaafxnnJlY

Page 9: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Multicellular: Hydra.

https://www.researchgate.net/figure/Anatomy-of-a-hydrozoan-polyp-AA-Hydra-polyp-is-essentially-a-two-layered-tube-with-a_fig3_50351101

Page 10: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Multicellular: Hydra.

https://www.researchgate.net/figure/Anatomy-of-a-hydrozoan-polyp-AA-Hydra-polyp-is-essentially-a-two-layered-tube-with-a_fig3_50351101

Page 11: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

The Neuron.

Dendrites

Soma

Axon

Terminals

Page 12: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

The Neuron.

Dendrites

Soma

Axon

Terminals

RanvierNodes

Page 13: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Mouse cortical neuron.

https://en.wikipedia.org/wiki/Pyramidal_cell#/media/File:GFPneuron.png

Page 14: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

The Neuron.

“Sensory”

Integrative

“Motor”

Conductive

Page 15: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Diversity of neurons.

https://canvas.brown.edu/courses/851434/pages/looking-at-neurons?module_item_id=6586407

Page 16: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Membrane Potential

Page 17: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Membrane potential

https://en.wikipedia.org/wiki/Pyramidal_cell#/media/File:GFPneuron.png https://commons.wikimedia.org/w/index.php?curid=3032610

Page 18: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Membrane potential

https://commons.wikimedia.org/w/index.php?curid=3032610

intracellular extracellular

_+_

__

_

_

+

+

++

+

Page 19: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Membrane potential

https://commons.wikimedia.org/w/index.php?curid=3032610

intracellular extracellular

_+_

__

_

_

+

+

++

+

Page 20: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Membrane potential

https://commons.wikimedia.org/w/index.php?curid=3032610

intracellular extracellular

_+_

__

_

_

+

+

++

+

Page 21: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Membrane potential

https://commons.wikimedia.org/w/index.php?curid=3032610

intracellular extracellular

_ __

_+

_

_

+

+

++

+

Page 22: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Membrane potential

https://commons.wikimedia.org/w/index.php?curid=3032610

intracellular extracellular

_ __

_+

_

_

+

+

++

+

Page 23: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Membrane potential

https://commons.wikimedia.org/w/index.php?curid=3032610

intracellular extracellular

_ __

_+

_

_

+

+

++

+

Page 24: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Resting Ion Channels.

https://upload.wikimedia.org/wikipedia/commons/4/4f/Sodium-potassium_pump_and_diffusion.png

The inside is negative because of the imbalance between Na+ and K+ ions

Page 25: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Membrane potential

+I

-I

Page 26: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Membrane potential

+I

-I

Page 27: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Membrane potential

+I

-I

Page 28: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Membrane potential

+I

-I

Page 29: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Membrane potential

+I

-I

Page 30: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Action Potential

Page 31: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Voltage-gated ion channels.

http://www.ch.ic.ac.uk/local/projects/quek/alfasub.jpg

Page 32: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Action potential

+I

-I

Page 33: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Action potential

+I

-I

Page 34: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Action potential

+I

-I

Page 35: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Action potential

+I

-I

Page 36: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Action potential

+I

-I

Page 37: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Action potential

Na+ influx

+I

-I

Page 38: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Action potential

Na+ influx K+ efflux

Refractory period

+I

-I

Page 39: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

The Neuron.

“Sensory”

Integrative

“Motor”

Conductive

Page 40: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Membrane and action potentials

Kodandaramaiah, Flores, et al. 2017, eLife

Page 41: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

AP propagation

https://biology.stackexchange.com/questions/34075/how-to-conceptualize-the-action-potential

Page 42: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Synapses.

Page 43: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

The Neuron.

“Sensory”

Integrative

“Motor”

Conductive

Page 44: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Electrical Synapse

https://thumbs.dreamstime.com/z/synapse-28463798.jpg

Page 45: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Chemical Synapse

https://thumbs.dreamstime.com/z/synapse-28463798.jpg

Page 46: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Excitatory synapses.

Bear et al., 2016 Neuroscience: Exploring the brain.

Page 47: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

EPSP

+I

-I

Page 48: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Inhibitory synapse.

Bear et al., 2016 Neuroscience: Exploring the brain.

Page 49: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Membrane potential

+I

-I

Page 50: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Real Neural Networks.

https://canvas.brown.edu/courses/851434/pages/neural-circuits

Page 51: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Sensory Systems.

Page 52: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Eye and Retina.

http://sips.inesc-id.pt/~pfzt/wordpress/wp-content/uploads/2010/12/Sagschem.jpeg

Page 53: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Visual pathway.

http://www.csus.edu/indiv/w/wickelgren/psyc103/visualpathways.jpg

Page 54: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Neurons in Primary Visual Cortex.

https://goodpsychology.wordpress.com/2013/03/13/235/

Page 55: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Receptive field of V1 neurons.

Page 56: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Receptive field of V1 neurons.

x

xx

xx

△△ △

△△△

http://www.scholarpedia.org/w/images/a/ad/05-Simple-cell.png

Page 57: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Lateral geniculate nucleus (LGN).

http://www.csus.edu/indiv/w/wickelgren/psyc103/visualpathways.jpg

Page 58: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Receptive field of thalamic neurons.

Page 59: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Feedforward model.

Page 60: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Visual system.

https://upload.wikimedia.org/wikipedia/commons/thumb/f/fb/Ventral-dorsal_streams.svg/2000px-Ventral-dorsal_streams.svg.png

Where

What

Page 61: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Action in visual perception.

https://mail.google.com/mail/u/0/#inbox/FMfcgxvxBXrxWZBNZcGJfjcCrpHwXqzl

Page 62: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Action in Visual Perception.

https://mail.google.com/mail/u/0/#inbox/FMfcgxvxBXrxWZBNZcGJfjcCrpHwXqzl

Page 63: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Auditory system.

Bear et al, Neuroscience, 2015

Page 64: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Olfactory system.

Bear et al, Neuroscience, 2015

Page 65: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Motor system

Page 66: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Bear et al, Neuroscience, 2015

Page 67: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Neuronal tuning to movement direction.

Bear et al, Neuroscience, 2015

Page 68: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Sensory-motor integration.

Page 69: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Hydra.

Page 70: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

The reflex arc

https://medical-dictionary.thefreedictionary.com/_/viewer.aspx?path=MosbyMD&name=reflex-arc.jpg

Page 71: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Sensory-motor integration.

http://ib.bioninja.com.au/_Media/reflex-pathway_med.jpeg

Page 72: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Functional closure.

Sensory

surfaceMotor

surface

Nervous

System

Environment

Page 73: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Sensory-motor decoupling.

Sensory

surfaceMotor

surface

Nervous

System

Environment

X

Page 74: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Sleep

https://pixel.nymag.com/imgs/daily/strategist/2017/11/03/sleep-aid/03-sleep-aid-lede.w710.h473.jpg

Page 75: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Self-generated activity.

https://www.sleepdream.uni-osnabrueck.de/our_sleep_lab.html

Page 76: Neuroscience Tutorial I - Machines · •Neuroscience is the study of the nervous system. •In animals, the nervous system provides a fast and sophisticated link for sensory-motor

Final remarks.

• Neuroscience is the study of the nervous system.

• In animals, the nervous system provides a fast and sophisticated link for sensory-motor integration.

• Learning, memory, attention, etc. emerge in the nervous system within the process of sensory-motor integration.