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© 2018 1
3: Neurons and Synapses
Cognitive Neuroscience
David Eagleman
Jonathan Downar
© 2018 2
Chapter Outline
• The Cells of the Brain
• Synaptic Transmission: Chemical Signaling in
the Brain
• Spikes: Electrical Signaling in the Brain
• What Do Spikes Mean? The Neural Code
• Individuals and Populations
2
© 2018 3
The Cells of the Brain
• Neurons: A Close-Up View
• Many Different Types of Neurons
• Glial Cells
3
© 2018 4
Neurons: A Close-Up View
• Ramon y Cajal established the Neuron
Doctrine, which states that the brain is made
of many small, discrete cells.
• There are almost 100 billion neurons in the
human brain.
• These neurons are like any other cell in the
body, with a membrane, a nucleus, and
specialized organelles.
4
© 2018 5
Neurons: A Close-Up View
Figure 3.3 A typical neuron in the cortex.
5
© 2018 6
Neurons: A Close-Up View
• Neurons have four important regions.
– Dendrites: Branching projections that collect
information
6
Figure 3.4. Dendrites. The integrators
of thousands of tiny chemical signals
come in a variety of shapes.
© 2018 7
Neurons: A Close-Up View
• Neurons have four important regions.
– Soma (Cell Body): Contains the nucleus and
integrates information
7
Figure 3.5. The cell body, or soma, is
the central command center of a
neuron. The dendrites and a single
axon grow from the soma, the former
for collecting up incoming signals, and
the latter for transmitting outgoing
signals over long distances.
© 2018 8
Neurons: A Close-Up View
• Neurons have four important regions.
– Axon: Conducts the neural signal across a long
distance
Figure 3.6. An axon is a single,
slender extension from the soma. It is
essentially a cable to conduct signals
rapidly across long distances.
8
© 2018 9
Neurons: A Close-Up View
• Neurons have four important regions.
– Axon terminals: Small swellings that release
signals to affect other neurons
• Chemical signals, known as neurotransmitters, cross
small gaps, known as synapses.
• It is estimated that there are about 500 trillion synapses
in the adult brain.
9
© 2018 10
Neurons: A Close-Up View
Figure 3.7. Axon terminals are the
end points of the axon, where
chemical signals are released.
10
© 2018 11
Many Different Types of Neurons
• Neurons can be classified by their function:
– Sensory neurons carry information to the brain.
– Motor neurons carry information from the brain
to the muscles.
– Interneurons convey the signals around the
nervous system.
11
© 2018 12
Many Different Types of Neurons
Figure 3.8. Different types of neurons.
Examples of (a) sensory neurons, (b)
motor neurons, and (c) interneurons.
Interneurons can be of two types:
those with long projections to other
regions are termed projection
interneurons, whereas those that stay
within a region are termed local
interneurons.
12
© 2018 13
Many Different Types of Neurons
• Neurons can be classified by their shape:
– Multipolar neurons have many dendrites.
– Bipolar neurons have one dendrite and one axon.
– Monopolar neurons have only one projection
from the soma, which branches to form the axon
and the dendrite.
13
© 2018 14
Many Different Types of Neurons
Figure 3.9. Classifying neurons by their shape. Examples of (a) multipolar neurons, (b)
bipolar neurons, (c) and monopolar neurons.
14
© 2018 15
Glial Cells
• Glia play many roles within the nervous
system:
– Speeding up the neuronal signaling
– Regulating extracellular chemicals
– Enabling neurons to modify their connections
15
© 2018 16
Glial Cells
• Oligodendrocytes, in the central nervous
system, and Schwann cells, in the peripheral
nervous system, wrap myelin around axons to
speed up signals.
• Nodes of Ranvier are small gaps in the myelin
sheath.
16
© 2018 17
Glial Cells
Figure 3.11 Some glial cells myelinate axons. (a) In the central nervous system, a single oligodendrocyte will
wrap up to 50 different axons with myelin sheaths. (b) In the peripheral nervous system, myelination is
accomplished by Schwann cells, which wrap around a single axon. Note that the layer of insulation is not
continuous, but exists in small sections. (c) Transmission electron micrograph of a myelin sheath.
17
© 2018 18
Glial Cells
• Astrocytes regulate extracellular chemicals
and regulate local blood flow.
• Microglia provide immune system functions
for the central nervous system.
18
© 2018 19
Synaptic Transmission: Chemical Signaling in the
Brain
• Release of Neurotransmitter at the Synapse
• Types of Neurotransmitters
• Receptors
• Postsynaptic Potentials
19
© 2018 20
Release of Neurotransmitter at the Synapse
• Neurotransmitters are chemicals released by
the presynaptic cell to affect the postsynaptic
cell.
• The synaptic cleft is the 20- to 30-nm space
between the cells.
• The small size of the synaptic cleft allows the
concentration of the neurotransmitter to
change rapidly.
20
© 2018 21
Release of Neurotransmitter at the Synapse
Figure 3.14 - Vesicles
carrying neurotransmitter
molecules dock with the
presynaptic membrane,
releasing the signaling
molecules into the synaptic
cleft. The neurotransmitters
diffuse across the cleft and
interact with receptors on
the postsynaptic target.
21
© 2018 22
Types of Neurotransmitters
• There are small-molecular-weight
neurotransmitters, such as monoamines and
amino acids, soluble gases, such as NO and
CO, and large-molecular-weight
neurotransmitters, which are peptides.
• Most neurons release one or two small
transmitters as well as a peptide.
22
© 2018 23
Types of Neurotransmitters
23
© 2018 24
Receptors
• Specialized proteins in the cell membrane
• Neurotransmitters interact with receptors to
affect the postsynaptic cell.
• Ionotropic receptors allow ions to flow across
the membrane, changing the charge of the
cell membrane.
• Metabotropic receptors relay information into
the cell using a series of proteins.
24
© 2018 25
Receptors
Figure 3.15. Two types of channels allow neurotransmitters to effect target cells. (a) Ionotropic
receptors are opened—or gated—allowing ions to move through a passage in the membrane. (b)
Metabotropic receptors relay signals to proteins inside the cell.
25
© 2018 26
Receptors
• Neurotransmitters only bind to receptors for a
short time and need a way to be removed.
– Degradation: The neurotransmitter is broken
apart.
– Diffusion: The neurotransmitter moves down the
concentration gradient and out of the synapse.
– Reuptake: Neurotransmitter is transported back
into the original cell.
26
© 2018 27
Receptors
Figure 3.16. There are three ways by which neurotransmitters are cleared
from the cleft. (a) Degradation, (b) Diffusion, and (c) Reuptake.
27
© 2018 28
Postsynaptic Potentials
• When at rest, there is a voltage difference
between the inside and the outside of the cell.
• The inside of the cell is more negative than
the outside, about -70 mV.
28
© 2018 29
Postsynaptic Potentials
• Excitatory postsynaptic potentials alter the
membrane voltage, moving the voltage closer
to 0.
• Inhibitory postsynaptic potentials move the
voltage further from 0.
• Postsynaptic potentials are small (about 1 mV)
and fast (a few milliseconds).
29
© 2018 30
Postsynaptic Potentials
Figure 3.17 Postsynaptic potentials. (a) An
excitatory postsynaptic potential (EPSP) occurs
when positive ions flow through an ionotropic
receptor into the cell, causing depolarization.
(b) An inhibitory postsynaptic potential (IPSP)
occurs when positive ions flow out of the cell,
or negative ions flow in. This causes the
difference in voltage between the inside and
outside of the cell to grow larger, known as
hyperpolarization.
30
© 2018 31
Spikes: Electrical Signaling in the Brain
• Adding up the Signals
• How an Action Potential Travels
• Myelinating Axons to Make the Action
Potential Travel Faster
• Action Potentials Reach the Terminals and
Cause Neurotransmitter Release
31
© 2018 32
Adding up the Signals
• Action potentials are all or none.
• EPSPs and IPSPs combine to affect the
membrane voltage.
• In temporal summation, PSPs arriving at the
soma at close to the same time are combined.
• In spatial summation, PSPs arriving at different
locations on the soma are combined.
32
© 2018 33
Adding up the Signals
Figure 3.19 Temporal and spatial summation. (a) No summation occurs when EPSPs arrive with a delay between
them; they, individually, cannot drive the membrane voltage to the threshold for a spike. (b) Temporal summation
occurs when EPSPs arrive close in time and their contributions add up at the soma, leading to an action potential. (c)
Spatial summation occurs when signals arrive on different branches of the dendrites, converging at the soma. (d) If an
EPSP and an IPSP arrive at different locations at the same time, they will cancel each other’s effect at the soma.
33
© 2018 34
Adding up the Signals
• The soma receives 100s or 1000s of PSPs at a
time.
• EPSPs sum together to depolarize the cell
(move the voltage closer to 0).
• If the membrane voltage reaches threshold
(approximately -60 mV), an action potential is
generated at the axon hillock.
34
© 2018 35
How an Action Potential Travels
• In neurons at rest, there are more Na+ ions
outside the cell and more K+ ions inside the
cell.
• At threshold, voltage-gated Na+ channels
open, allowing Na+ ions to flow into the cell,
down the chemical concentration and
electrical gradients.
• Voltage-gated K+ channels open, allowing K+
ions to flow out of the cell.
35
© 2018 36
How an Action Potential Travels
Figure 3.21 The sequence of a
voltage spike. (a) At rest, there
are more Na1 ions outside the
cell than inside and more K1
ions inside the cell than
outside. (b) When voltage-
gated Na1 channels open, Na1
ions rush from the outside to
the inside—both because of
the concentration differences
and because of the electrical
field. (c) The depolarization
caused by Na1 influx triggers
the opening of K1 channels,
which cause K1 ions to rush
out, thus making the outside
more positive again
(repolarization).
36
© 2018 37
How an Action Potential Travels
• The current formed by the Na+ ions flows
down the neuron, depolarizing the next part
of the neuron.
• There is a refractory period after the action
potential, when the voltage-gated Na+ ion
channels are less likely to open.
• Calcium and chloride ions also contribute to
the action potential.
37
© 2018 38
Myelinating Axons to Make the Action Potential
Travel Faster
• Myelin is interrupted by gaps, known as nodes
of Ranvier, where the action potential is
regenerated.
• The action potential jumps from node to
node, greatly speeding up transmission.
• Myelination decreases the amount of energy
used by the neuron.
38
© 2018 39
Figure 3.22. The nodes of Ranvier.
(a) Diagram. (b) Electron micrograph.
39
Myelinating Axons to Make the Action Potential
Travel Faster
© 2018 40
Action Potentials Cause Neurotransmitter
Release
• Action potentials cause voltage changes in the
axon terminals, causing voltage-gated calcium
channels to open.
• Calcium ions cause vesicles with
neurotransmitters to bind to the presynaptic
membrane.
• Neurotransmitters are released and cross the
synapse.
40
© 2018 41
Action Potentials Cause Neurotransmitter
Release
Figure 3.23.
Action potentials
cause
neurotransmitter
release.
41
© 2018 42
What Do Spikes Mean? The Neural Code
• Encoding Stimuli in Spikes
• Decoding Spikes
42
© 2018 43
Encoding Stimuli in Spikes
• In the brain, there are approximately 100
billion neurons, each sending up to a few
hundred action potentials per second.
• The number of spikes per second is used to
describe the neuron’s response to a stimulus.
43
© 2018 44
Encoding Stimuli in Spikes
Figure 3.24 A selective neuron responds with greater activity to one particular type
of stimulus more than to other types. The blue dashes represent individual action
potentials; different rows represent individual trials. The red histograms summarize
the response of the neuron over many trials.
44
© 2018 45
Encoding Stimuli in Spikes
• Neurons have a baseline level of activity, so
the neuron can either increase or decrease
the firing rate.
• Research suggests that there may be other
coding methods.
45
© 2018 46
Encoding Stimuli in Spikes
Figure 3.26. A palette of coding possibilities exists for carrying information about a stimulus.
(Bullock, 1968).
46
© 2018 47
Decoding Spikes
• A typical neuron receives 10,000 incoming
synapses.
• Neurons may be responding not to individual
input but to the average input.
47
© 2018 48
Decoding Spikes
Figure 3.27. Are neurons integrators or
coincidence detectors? (A) In the ‘assembly line’
view of neurons, neurons pass messages to one
another: the cell on the left is the sender, and the
cell on the right integrates those signals as the
receiver (Konig, Engel, & Singer, 1996). (B) Because
neurons receive thousands of inputs, they may be
better thought of as coincidence detectors. The cell
body of the post-synaptic cell is unable to
determine which pre-synaptic neuron sent which
signal— instead, a post-synaptic spike will only
signal the coincidence of many excitatory inputs
arriving simultaneously.
48
© 2018 49
Individuals and Populations
• Populations of Neurons
• Forming a Coalition: What Constitutes a
Group?
• Open Questions for Future Investigation
49
© 2018 50
Populations of Neurons
• Local coding is the idea that stimuli in the
outside world are encoded by different
neurons.
• Population coding is the idea that each
stimulus is represented by a collection of
neurons.
• Each individual neuron many participate in
multiple collections of neurons.
50
© 2018 51
Forming a Coalition: What Constitutes a Group?
• Neurons can be mutually excitatory or a
coalition of neurons can support the high
firing rate of the population.
• Neurons may form a coalition by firing in
synchrony.
51
© 2018 52
Forming a Coalition: What Constitutes a Group?
52
Figure 3.29 Neurons that excite
each other can form coalitions. (a)
Two neurons that mutually excite
one another. (b) A larger coalition
of excitatory neurons.
© 2018 53
Open Questions for Future Investigation
• At present, the neural code is not understood.
• Why do neurons have random changes in
membrane voltage?
• What is the role of the non-spiking neurons in
the brain?
• What is the role of glia in information
processing?
53

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Eagleman Ch 3. Neurons and Synapses2.pptx

  • 1. © 2018 1 3: Neurons and Synapses Cognitive Neuroscience David Eagleman Jonathan Downar
  • 2. © 2018 2 Chapter Outline • The Cells of the Brain • Synaptic Transmission: Chemical Signaling in the Brain • Spikes: Electrical Signaling in the Brain • What Do Spikes Mean? The Neural Code • Individuals and Populations 2
  • 3. © 2018 3 The Cells of the Brain • Neurons: A Close-Up View • Many Different Types of Neurons • Glial Cells 3
  • 4. © 2018 4 Neurons: A Close-Up View • Ramon y Cajal established the Neuron Doctrine, which states that the brain is made of many small, discrete cells. • There are almost 100 billion neurons in the human brain. • These neurons are like any other cell in the body, with a membrane, a nucleus, and specialized organelles. 4
  • 5. © 2018 5 Neurons: A Close-Up View Figure 3.3 A typical neuron in the cortex. 5
  • 6. © 2018 6 Neurons: A Close-Up View • Neurons have four important regions. – Dendrites: Branching projections that collect information 6 Figure 3.4. Dendrites. The integrators of thousands of tiny chemical signals come in a variety of shapes.
  • 7. © 2018 7 Neurons: A Close-Up View • Neurons have four important regions. – Soma (Cell Body): Contains the nucleus and integrates information 7 Figure 3.5. The cell body, or soma, is the central command center of a neuron. The dendrites and a single axon grow from the soma, the former for collecting up incoming signals, and the latter for transmitting outgoing signals over long distances.
  • 8. © 2018 8 Neurons: A Close-Up View • Neurons have four important regions. – Axon: Conducts the neural signal across a long distance Figure 3.6. An axon is a single, slender extension from the soma. It is essentially a cable to conduct signals rapidly across long distances. 8
  • 9. © 2018 9 Neurons: A Close-Up View • Neurons have four important regions. – Axon terminals: Small swellings that release signals to affect other neurons • Chemical signals, known as neurotransmitters, cross small gaps, known as synapses. • It is estimated that there are about 500 trillion synapses in the adult brain. 9
  • 10. © 2018 10 Neurons: A Close-Up View Figure 3.7. Axon terminals are the end points of the axon, where chemical signals are released. 10
  • 11. © 2018 11 Many Different Types of Neurons • Neurons can be classified by their function: – Sensory neurons carry information to the brain. – Motor neurons carry information from the brain to the muscles. – Interneurons convey the signals around the nervous system. 11
  • 12. © 2018 12 Many Different Types of Neurons Figure 3.8. Different types of neurons. Examples of (a) sensory neurons, (b) motor neurons, and (c) interneurons. Interneurons can be of two types: those with long projections to other regions are termed projection interneurons, whereas those that stay within a region are termed local interneurons. 12
  • 13. © 2018 13 Many Different Types of Neurons • Neurons can be classified by their shape: – Multipolar neurons have many dendrites. – Bipolar neurons have one dendrite and one axon. – Monopolar neurons have only one projection from the soma, which branches to form the axon and the dendrite. 13
  • 14. © 2018 14 Many Different Types of Neurons Figure 3.9. Classifying neurons by their shape. Examples of (a) multipolar neurons, (b) bipolar neurons, (c) and monopolar neurons. 14
  • 15. © 2018 15 Glial Cells • Glia play many roles within the nervous system: – Speeding up the neuronal signaling – Regulating extracellular chemicals – Enabling neurons to modify their connections 15
  • 16. © 2018 16 Glial Cells • Oligodendrocytes, in the central nervous system, and Schwann cells, in the peripheral nervous system, wrap myelin around axons to speed up signals. • Nodes of Ranvier are small gaps in the myelin sheath. 16
  • 17. © 2018 17 Glial Cells Figure 3.11 Some glial cells myelinate axons. (a) In the central nervous system, a single oligodendrocyte will wrap up to 50 different axons with myelin sheaths. (b) In the peripheral nervous system, myelination is accomplished by Schwann cells, which wrap around a single axon. Note that the layer of insulation is not continuous, but exists in small sections. (c) Transmission electron micrograph of a myelin sheath. 17
  • 18. © 2018 18 Glial Cells • Astrocytes regulate extracellular chemicals and regulate local blood flow. • Microglia provide immune system functions for the central nervous system. 18
  • 19. © 2018 19 Synaptic Transmission: Chemical Signaling in the Brain • Release of Neurotransmitter at the Synapse • Types of Neurotransmitters • Receptors • Postsynaptic Potentials 19
  • 20. © 2018 20 Release of Neurotransmitter at the Synapse • Neurotransmitters are chemicals released by the presynaptic cell to affect the postsynaptic cell. • The synaptic cleft is the 20- to 30-nm space between the cells. • The small size of the synaptic cleft allows the concentration of the neurotransmitter to change rapidly. 20
  • 21. © 2018 21 Release of Neurotransmitter at the Synapse Figure 3.14 - Vesicles carrying neurotransmitter molecules dock with the presynaptic membrane, releasing the signaling molecules into the synaptic cleft. The neurotransmitters diffuse across the cleft and interact with receptors on the postsynaptic target. 21
  • 22. © 2018 22 Types of Neurotransmitters • There are small-molecular-weight neurotransmitters, such as monoamines and amino acids, soluble gases, such as NO and CO, and large-molecular-weight neurotransmitters, which are peptides. • Most neurons release one or two small transmitters as well as a peptide. 22
  • 23. © 2018 23 Types of Neurotransmitters 23
  • 24. © 2018 24 Receptors • Specialized proteins in the cell membrane • Neurotransmitters interact with receptors to affect the postsynaptic cell. • Ionotropic receptors allow ions to flow across the membrane, changing the charge of the cell membrane. • Metabotropic receptors relay information into the cell using a series of proteins. 24
  • 25. © 2018 25 Receptors Figure 3.15. Two types of channels allow neurotransmitters to effect target cells. (a) Ionotropic receptors are opened—or gated—allowing ions to move through a passage in the membrane. (b) Metabotropic receptors relay signals to proteins inside the cell. 25
  • 26. © 2018 26 Receptors • Neurotransmitters only bind to receptors for a short time and need a way to be removed. – Degradation: The neurotransmitter is broken apart. – Diffusion: The neurotransmitter moves down the concentration gradient and out of the synapse. – Reuptake: Neurotransmitter is transported back into the original cell. 26
  • 27. © 2018 27 Receptors Figure 3.16. There are three ways by which neurotransmitters are cleared from the cleft. (a) Degradation, (b) Diffusion, and (c) Reuptake. 27
  • 28. © 2018 28 Postsynaptic Potentials • When at rest, there is a voltage difference between the inside and the outside of the cell. • The inside of the cell is more negative than the outside, about -70 mV. 28
  • 29. © 2018 29 Postsynaptic Potentials • Excitatory postsynaptic potentials alter the membrane voltage, moving the voltage closer to 0. • Inhibitory postsynaptic potentials move the voltage further from 0. • Postsynaptic potentials are small (about 1 mV) and fast (a few milliseconds). 29
  • 30. © 2018 30 Postsynaptic Potentials Figure 3.17 Postsynaptic potentials. (a) An excitatory postsynaptic potential (EPSP) occurs when positive ions flow through an ionotropic receptor into the cell, causing depolarization. (b) An inhibitory postsynaptic potential (IPSP) occurs when positive ions flow out of the cell, or negative ions flow in. This causes the difference in voltage between the inside and outside of the cell to grow larger, known as hyperpolarization. 30
  • 31. © 2018 31 Spikes: Electrical Signaling in the Brain • Adding up the Signals • How an Action Potential Travels • Myelinating Axons to Make the Action Potential Travel Faster • Action Potentials Reach the Terminals and Cause Neurotransmitter Release 31
  • 32. © 2018 32 Adding up the Signals • Action potentials are all or none. • EPSPs and IPSPs combine to affect the membrane voltage. • In temporal summation, PSPs arriving at the soma at close to the same time are combined. • In spatial summation, PSPs arriving at different locations on the soma are combined. 32
  • 33. © 2018 33 Adding up the Signals Figure 3.19 Temporal and spatial summation. (a) No summation occurs when EPSPs arrive with a delay between them; they, individually, cannot drive the membrane voltage to the threshold for a spike. (b) Temporal summation occurs when EPSPs arrive close in time and their contributions add up at the soma, leading to an action potential. (c) Spatial summation occurs when signals arrive on different branches of the dendrites, converging at the soma. (d) If an EPSP and an IPSP arrive at different locations at the same time, they will cancel each other’s effect at the soma. 33
  • 34. © 2018 34 Adding up the Signals • The soma receives 100s or 1000s of PSPs at a time. • EPSPs sum together to depolarize the cell (move the voltage closer to 0). • If the membrane voltage reaches threshold (approximately -60 mV), an action potential is generated at the axon hillock. 34
  • 35. © 2018 35 How an Action Potential Travels • In neurons at rest, there are more Na+ ions outside the cell and more K+ ions inside the cell. • At threshold, voltage-gated Na+ channels open, allowing Na+ ions to flow into the cell, down the chemical concentration and electrical gradients. • Voltage-gated K+ channels open, allowing K+ ions to flow out of the cell. 35
  • 36. © 2018 36 How an Action Potential Travels Figure 3.21 The sequence of a voltage spike. (a) At rest, there are more Na1 ions outside the cell than inside and more K1 ions inside the cell than outside. (b) When voltage- gated Na1 channels open, Na1 ions rush from the outside to the inside—both because of the concentration differences and because of the electrical field. (c) The depolarization caused by Na1 influx triggers the opening of K1 channels, which cause K1 ions to rush out, thus making the outside more positive again (repolarization). 36
  • 37. © 2018 37 How an Action Potential Travels • The current formed by the Na+ ions flows down the neuron, depolarizing the next part of the neuron. • There is a refractory period after the action potential, when the voltage-gated Na+ ion channels are less likely to open. • Calcium and chloride ions also contribute to the action potential. 37
  • 38. © 2018 38 Myelinating Axons to Make the Action Potential Travel Faster • Myelin is interrupted by gaps, known as nodes of Ranvier, where the action potential is regenerated. • The action potential jumps from node to node, greatly speeding up transmission. • Myelination decreases the amount of energy used by the neuron. 38
  • 39. © 2018 39 Figure 3.22. The nodes of Ranvier. (a) Diagram. (b) Electron micrograph. 39 Myelinating Axons to Make the Action Potential Travel Faster
  • 40. © 2018 40 Action Potentials Cause Neurotransmitter Release • Action potentials cause voltage changes in the axon terminals, causing voltage-gated calcium channels to open. • Calcium ions cause vesicles with neurotransmitters to bind to the presynaptic membrane. • Neurotransmitters are released and cross the synapse. 40
  • 41. © 2018 41 Action Potentials Cause Neurotransmitter Release Figure 3.23. Action potentials cause neurotransmitter release. 41
  • 42. © 2018 42 What Do Spikes Mean? The Neural Code • Encoding Stimuli in Spikes • Decoding Spikes 42
  • 43. © 2018 43 Encoding Stimuli in Spikes • In the brain, there are approximately 100 billion neurons, each sending up to a few hundred action potentials per second. • The number of spikes per second is used to describe the neuron’s response to a stimulus. 43
  • 44. © 2018 44 Encoding Stimuli in Spikes Figure 3.24 A selective neuron responds with greater activity to one particular type of stimulus more than to other types. The blue dashes represent individual action potentials; different rows represent individual trials. The red histograms summarize the response of the neuron over many trials. 44
  • 45. © 2018 45 Encoding Stimuli in Spikes • Neurons have a baseline level of activity, so the neuron can either increase or decrease the firing rate. • Research suggests that there may be other coding methods. 45
  • 46. © 2018 46 Encoding Stimuli in Spikes Figure 3.26. A palette of coding possibilities exists for carrying information about a stimulus. (Bullock, 1968). 46
  • 47. © 2018 47 Decoding Spikes • A typical neuron receives 10,000 incoming synapses. • Neurons may be responding not to individual input but to the average input. 47
  • 48. © 2018 48 Decoding Spikes Figure 3.27. Are neurons integrators or coincidence detectors? (A) In the ‘assembly line’ view of neurons, neurons pass messages to one another: the cell on the left is the sender, and the cell on the right integrates those signals as the receiver (Konig, Engel, & Singer, 1996). (B) Because neurons receive thousands of inputs, they may be better thought of as coincidence detectors. The cell body of the post-synaptic cell is unable to determine which pre-synaptic neuron sent which signal— instead, a post-synaptic spike will only signal the coincidence of many excitatory inputs arriving simultaneously. 48
  • 49. © 2018 49 Individuals and Populations • Populations of Neurons • Forming a Coalition: What Constitutes a Group? • Open Questions for Future Investigation 49
  • 50. © 2018 50 Populations of Neurons • Local coding is the idea that stimuli in the outside world are encoded by different neurons. • Population coding is the idea that each stimulus is represented by a collection of neurons. • Each individual neuron many participate in multiple collections of neurons. 50
  • 51. © 2018 51 Forming a Coalition: What Constitutes a Group? • Neurons can be mutually excitatory or a coalition of neurons can support the high firing rate of the population. • Neurons may form a coalition by firing in synchrony. 51
  • 52. © 2018 52 Forming a Coalition: What Constitutes a Group? 52 Figure 3.29 Neurons that excite each other can form coalitions. (a) Two neurons that mutually excite one another. (b) A larger coalition of excitatory neurons.
  • 53. © 2018 53 Open Questions for Future Investigation • At present, the neural code is not understood. • Why do neurons have random changes in membrane voltage? • What is the role of the non-spiking neurons in the brain? • What is the role of glia in information processing? 53

Editor's Notes

  1. FIGURE 3.3 A typical neuron in the cortex.
  2. FIGURE 3.4 Dendrites. The integrators of thousands of tiny chemical signals come in a variety of shapes.
  3. FIGURE 3.5 The cell body, or soma, is the central command center of a neuron. The dendrites and a single axon grow from the soma, the former for collecting incoming signals and the latter for transmitting outgoing signals over long distances.
  4. FIGURE 3.6 An axon is a single, slender extension from the soma. It is essentially a cable to conduct signals rapidly across long distances.
  5. FIGURE 3.7 Axon terminals are the end points of the axon, where chemical signals are released.
  6. FIGURE 3.8 Different types of neurons. Examples of (a) sensory neurons, (b) motor neurons, and (c) interneurons. Interneurons can be of two types: those with long projections to other regions are termed projection interneurons, whereas those that stay within a region are termed local interneurons.
  7. FIGURE 3.9 Classifying neurons by their shape. Examples of (a) multipolar neurons, (b) bipolar neurons, and (c) monopolar neurons.
  8. FIGURE 3.11 Some glial cells myelinate axons. (a) In the central nervous system, a single oligodendrocyte will wrap up to 50 different axons with myelin sheaths. (b) In the peripheral nervous system, myelination is accomplished by Schwann cells, which wrap around a single axon. Note that the layer of insulation is not continuous, but exists in small sections. (c) Transmission electron micrograph of a myelin sheath.
  9. FIGURE 3.14 Vesicles carrying neurotransmitter molecules dock with the presynaptic membrane, releasing the signaling molecules into the synaptic cleft. The neurotransmitters diffuse across the cleft and interact with receptors on the postsynaptic target.
  10. FIGURE 3.15 Two types of channels allow neurotransmitters to effect target cells. (a) Ionotropic receptors are opened—or gated—allowing ions to move through a passage in the membrane. (b) Metabotropic receptors relay signals to proteins inside the cell.
  11. FIGURE 3.16 There are three ways by which neurotransmitters are cleared from the cleft: (a) degradation, (b) diffusion, and (c) reuptake.
  12. FIGURE 3.17 Postsynaptic potentials. (a) An excitatory postsynaptic potential (EPSP) occurs when positive ions flow through an ionotropic receptor into the cell, causing depolarization. (b) An inhibitory postsynaptic potential (IPSP) occurs when positive ions flow out of the cell, or negative ions flow in. This causes the difference in voltage between the inside and outside of the cell to grow larger, known as hyperpolarization.
  13. FIGURE 3.19 Temporal and spatial summation. (a) No summation occurs when EPSPs arrive with a delay between them; they, individually, cannot drive the membrane voltage to the threshold for a spike. (b) Temporal summation occurs when EPSPs arrive close in time and their contributions add up at the soma, leading to an action potential. (c) Spatial summation occurs when signals arrive on different branches of the dendrites, converging at the soma. (d) If an EPSP and an IPSP arrive at different locations at the same time, they will cancel each other’s effect at the soma.
  14. FIGURE 3.21 The sequence of a voltage spike. (a) At rest, there are more Na+ ions outside the cell than inside and more K+ ions inside the cell than outside. (b) When voltage-gated Na+ channels open, Na+ ions rush from the outside to the inside—both because of the concentration differences and because of the electrical field. (c) The depolarization caused by Na+ influx triggers the opening of K+ channels, which cause K+ ions to rush out, thus making the outside more positive again (repolarization).
  15. FIGURE 3.22 The nodes of Ranvier. (a) Diagram. (b) Microscopic view.
  16. FIGURE 3.23 Action potentials lead to neurotransmitter release.
  17. FIGURE 3.24 A selective neuron responds with greater activity to one particular type of stimulus than to other types. The blue dashes represent individual action potentials; different rows represent individual trials. The red histograms summarize the response of the neuron over many trials.
  18. FIGURE 3.26 A palette of coding possibilities for carrying information about a stimulus (Bullock, 1968).
  19. FIGURE 3.27 Are neurons integrators or coincidence detectors? (a) In the “assembly line” view of neurons, neurons pass messages to one another: the cell on the left is the sender, and the cell on the right integrates those signals as the receiver (Konig, Engel, & Singer, 1996). (b) Because neurons receive thousands of inputs, they may be better thought of as coincidence detectors. The cell body of the postsynaptic cell is unable to determine which presynaptic neuron sent which signal—instead, a postsynaptic spike will only signal the coincidence of many excitatory inputs arriving simultaneously.
  20. FIGURE 3.29 Neurons that excite each other can form coalitions. (a) Two neurons that mutually excite one another. (b) A larger coalition of excitatory neurons.