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00:02 So this is uh my two review I'm gonna do it a little bit

00:11 . I'm gonna go through the video and remind you that all of this

00:17 is on in the video points. we discussed some important uh concepts of

00:30 in our first lectures. And we about in particular the rate code and

00:39 talked about the spike timing code. when we talked about rate code,

00:49 talked about the fact that when you the cells, that stimulus of conditioning

00:57 we looked a lot of and C one of the hippocampus can change

01:04 Synoptic elasticity can strengthen synopsis called called potentiation or facilitation. If it's short

01:14 , it's facilitation. If it's long , it's long term potentiation or it

01:19 cause short term depression or long term . Uh And so what we saw

01:28 that there is a particular rate code that rate code typically low frequencies and

01:36 particular along the uh Shaffer collateral projections the hippocampus that VCA 1 area of the

01:47 , uh low frequency stimulation can cause and repeated high frequency stimulation can cause

01:56 term P Preti now within the actual stimulus, which can come in different

02:06 . So you can produce 100 Hertz , 10 Hertz trains, 50 Hertz

02:12 within that stimulus. What you'll see that you'll see that you'll have during

02:19 stimulus. If there's summation and the P S BS are increasing in amplitude

02:26 you have facilitation and in some you have temporary facilitation followed by short

02:33 depression. So we said that this one way by which the brain circuits

02:42 the information and learn the information uh by this rate code. Uh And

02:53 we looked at some of the explanations how it's possible that in some instances

03:03 have L T D in other you have L T P. And

03:07 saw that it's an MD A receptor , it is dependent on calcium

03:12 And in general, this plasticity can presyn optic and synoptic. So you

03:16 have changes on the preoptic level and level that are both going to be

03:23 to either potentiation. In this if we're talking about um uh

03:30 uh you will have insertion of new optically and an MD A receptor in

03:37 glutamate and MD A receptors as coincident are very important in plasticity. And

03:44 also understand that we can generate new , we can insert new proteins in

03:51 synopsis. So we can cycle new with spines and the synaptic spaces and

03:57 synaptic spaces and they can laterally travel the synaptic spaces here into the synaptic

04:04 . So upon demand, there's more that can be recruited into the

04:12 Now, long term changes inevitably will require activation of the cellular processes.

04:22 And even transcription factors, short term could be related to the changes here

04:30 the level of the synapse, the during the stimuli. Um following the

04:38 , longer term changes and long term can last days and weeks. Uh

04:45 are associated with intracellular changes. And we can see that in this

04:55 we saw how imaging will demonstrate that then we moved on to talk about

05:01 timing, the dependant plasticity. So addition to the rate code, we

05:06 about how the timing of when the cell fires an action potential and the

05:13 to when the postsynaptic cell is not producing an E P S P,

05:19 when the postsynaptic cell is stimulated enough produce an action potential, that's when

05:26 have the presynaptic stimulation and post synaptic . So if you have pre synoptic

05:36 post synoptic and it's very tightly linked time within 10 to 20 milliseconds,

05:44 cells will bind the activity. Pre poop activity will cause potentiation, spike

05:52 , dependent plasticity L T P. if you reverse the water, so

05:57 synoptic cell is firing before pre synoptic . You may see the opposite effect

06:04 it computationally the communication is not making for the pre synoptic cell because the

06:13 cell is firing first, not in to the input but uh in response

06:18 some other input to, to this cell, the relationship with the postsynaptic

06:24 gets weakened. So you have this that you have L T P and

06:31 shorter the window between the pre synoptic potential and synoptic response, the the

06:38 uh level uh of efficacy there is . If pontic, before pre synoptic

06:46 L T D also the closer in they're associated, the larger depression you

06:52 see in that sys in reality, we also learned is that these curves

07:00 be shifted. So you can have degree of potentiation or higher degree of

07:07 . And you can also have uh windows and longer windows for plasticity,

07:17 potentiation or depression. And we also about how with neuromodulatory substances such as

07:24 mean agonous and antagonist, it can reshape what you call the spike timing

07:32 plasticity. Classical curves in B and , you can alter these curves where

07:39 post synoptic signaling before pre synoptic signaling also in some instances cause potentiation.

07:47 rule again are closer in time pre posts or post pre still stands

07:54 these altered curves for the classical climbing plasticity curves on modulated curves. So

08:03 talked about um neuromodulation uh and uh in diseases and how there are neurodegenerative

08:16 and neurodevelopmental disorders and addiction disorders where may have impaired plasticity and in particular

08:25 spike timing, depend on plasticity. So I pointed you to, to

08:33 article to view for your viewing which is attached on your uh class

08:43 literature documents. And that's where you find it. And uh we talked

08:53 uh this diagram there again that showed prepose stimulation that we discussed and showed

09:01 example of modulation of spike timing dependent . OK. And after that,

09:17 started talking about imaging techniques and we . So this is where kind of

09:25 talk ends. Although imaging is also to imaging plasticity in the synopsis.

09:31 this is just a brief overview of plasticity. If there is no

09:37 I'm gonna move on to the imaging . So this is the functional

09:45 When we say experimental, it's obviously the basic sciences category and the advantage

09:53 basic sciences that we can image at of these different levels from subcellular cellular

10:03 centric meso scopic and macroscopic levels. we talked about genetically encoded voltage indicators

10:16 and so you can express indicators in cells. And when those cells change

10:23 voltage, when the membrane potential changes those cells, you could actually see

10:29 as a change in an optical signal is expressed by the cells in the

10:36 of these uh voltage indicators. So uh dyes uh do do not have

10:47 be genetically expressed, they can also added. So voltage sensitive dyes not

10:56 genetically encoded but voltage sensitive dyes. the advantage of voltage sensitive dyes again

11:03 that you can see from single cell multiple cells to this mass cop and

11:11 level. And you can sample very fast speeds. That means you

11:18 image activity, voltage sensitive dyes and genetically encoded voltage indicators are very

11:25 So you can image that activity in very fast fashion. Mhm I think

11:32 gonna come back and talk about this a little bit later. But here

11:38 talked about uh how you have static functional imaging. And in functional

11:46 we're looking in intrinsic activity imaging is , blood flow metabolism, ions,

11:55 and potentially receptor movement that can OK. So then we uh where

12:04 we here? Yeah, then we to talk about cortical organization but we

12:11 back and talked about this example again we looked at the visual system and

12:18 organization and the ocular dominance columns. what I wanted to share with

12:29 it is the following movie that was by me and my graduate student.

12:39 called epileptic brain waves. And can see this blue screen that says optic

12:46 waves? No, we can't. , interesting. So I'll show you

12:58 of what voltage sensitive di imaging looks in this movie. I'm gonna play

13:05 the movie and explain to you and should understand everything that I say here

13:10 . Mhm. 30 Hertz period, means you're reducing your policies. Recall

13:31 . The this I'll see you guys side. See sir, transfers if

13:54 a serious and this is from So I'm stimulating Gyrus and seeing the

14:02 spread now the same stimulation, 40 Hz stimuli. But now we've created see

14:14 difference in the out. It's the same stimulus, exact same the we

14:28 the space has become wider. You , doctor, we can't hear all

14:41 the, that's what show is Yeah, Kevin to experiment individual

15:01 When we're looking at little uh collections of cells down, this is

15:12 stimulation. This is C3 right signal traveling through shop of collaterals into

15:22 C. This is uh basically it's that were created that show how these

15:33 bursts can start forming. So you really start sensitive. Um What is

15:41 formal signaling? What is was a temporal pattern? And the what is

15:53 ? This is really neat. What see is you'll see that this is

15:57 a cross section or coronal slide through . Neocortex. We're looking, I

16:05 here in the visual cortex, this deep layer six and this is superficial

16:11 one. So if you remember when talked about the visual system, we

16:15 about the circuit and the projections. so here you'll see the formation of

16:23 bursts in the deep layers, they up into layers 23, they spread

16:29 distance along layers 23. It's an wave in this case again, it's

16:35 activity but it shows it's very uh C how this to pieces here.

16:58 this is a contour map slash edge of I is what you previously here

17:19 multiple sensitive guys, the most dominant of signal that you see here in

17:28 representation that's really cool. And then talked about rip. So we talked

17:37 it's very super fast oscillation sitting You see emission, excitation and emission

17:43 of waves of excitation spreading across the actually turned out to be an

17:51 But other labs have demonstrated that in tissue, this particular example turned out

17:57 be a and of the decision. , exactly. Of course, is

18:37 presenting. So this is a really demonstration of uh of this uh Doctor

18:57 Yeah. Oh my God, you hear us. OK? Um

19:01 sorry, we're talking in the None of us can hear you for

19:06 whole thing. Your video plays super music. And so we've missed like

19:11 of it basically. Yeah. hopefully it will be on the

19:20 I hope somebody would have uh interrupted . I couldn't hear you for some

19:27 if you're trying. Yeah, we'll . I think it's going to be

19:41 your recording because it's on, it's my screen. So I'm hoping the

19:48 time. It didn't uh didn't, show up. Um I don't want

19:57 stop the recording now and save it then restart it because this will kind

20:02 uh eat up the rest of our . So I'll just move on as

20:09 demonstration of all of these different, sensitive dyes and the pathways that you

20:16 are familiar with uh in the hippocampus what they appear like with visual sensitive

20:25 , uh molted sensitive dice. For clinical noninvasive functional imaging, we

20:40 two techniques patent F MRI. So should know the difference between the x-ray

20:46 C T scans that are static MRI that are static and pet positron emission

20:56 . F MRI. Inevitably imaging changes metabolism changes in oxygenated hemoglobin levels in

21:06 case of F MRI and the ability reveal these activity maps in the brain

21:16 . Although as we discussed, the the procedures for this are are are

21:21 fairly difficult um and almost impossible for of the patients for a number of

21:29 . OK. There was a supplement also that you can download that talks

21:37 these imaging techniques in addition to to slides that we discussed and then we

21:45 ourselves into the visual system. And the visual system, we talked about

21:54 transduction that happens in the photo receptors the mechanism for photo transduction. We

22:02 about neuronal circuit in the retina from , bipolar cells to retinal gang cells

22:10 well as horizontal and amrine cells. talked about receptive field properties of the

22:19 and the retina and L G M on center or off center. So

22:27 like representations of luminescence at the level the retina and L G M,

22:34 also discussed the fact that in the in the retina. So glutamate and

22:42 the difference between uh glutamate exciting certain and glutamate inhibiting other cells is the

22:53 that's expressed by bipolar cells and ate would excite those bipolar cells. And

22:58 they express some GR- 6 glutamate would actually those cells and lack of glutamate will

23:09 depolarization just the opposite. So if can recall the principle that in the

23:18 , the cells are actually depolarized and the light, the cells are hyper

23:24 because there's no influx of sodium through mechanism here. And if you can

23:30 that a is signed conserving the metabotropic is sign inverting. You should be

23:37 to understand the circuit and answer some the questions. I may have horizontal

23:44 as we talked about are inhibitory. express gabber with these gabba and they

23:49 this negative feedback like circuit onto the cells. Uh We talked about uh

24:00 that exit out off uh off off the retina. OK. Uh

24:13 uh go into the higher processing So we talked about retinal gang cells

24:21 are on off, that are distinction on receptive field properties. And then

24:27 have projections from MP and non MP that is anatomical functional distinctions. And

24:36 , before we ventured into the uh we spend significant amount of

24:45 Uh speaking about the retina geniculate And if you recall, there is

24:54 information that was included about retina genicular . OK. So if you go

25:04 to your lecture folders under the content your lecture reading supporting materials.

25:20 we have this information here. Single networks, neuromodulation of synoptic plasticity,

25:32 , neuronal activity, and faction and illness, which relates to olfaction and

25:41 illness. And I thought that here have the long cortical circuit vision review

25:50 we also have the retina genicular OK. So I highly recommend that

25:58 review. In this case, we about the refinement of retinal projections into

26:07 geniculate nucleus. Uh We talked about connectivity and uh and this period of

26:17 uh critical period of plasticity um and field structures that you would see in

26:25 retina and algae and how the activity from retinal waves that are spontaneous into

26:35 visual responses. After P 12 P 14, that's when the eyes open

26:40 get direct a rays of light. there is retinal convergence? At

26:45 a lot of inputs coming into the cells and then that gets refined to

26:51 you have 1 to 1 connectivity between and al G M and you also

26:57 this feed forward inhibitory circuit here. Synoptic activity that we discussed also changes

27:06 you will have a lot of A lot of these staffs will be

27:11 of many of these different synopsis. in adults, you would see only

27:16 or two E P SPS indicating just or two excited inputs, mostly one

27:22 well as the sub the field structure you will see both in the retina

27:28 the algae on. So now this also a diagram that we discussed where

27:34 retina projections will go into the L N. But L G N also

27:40 a lot of input from cortex. It receives input from Sue Colliculus.

27:47 receives input from brain stem as well it has this thalamic particular nucleus around

27:55 thalamus which is inhibitory on the thalamus has a specific circuit in the cortex

28:02 that information is communicated from the thalamus communication goes into uh layer four.

28:10 this, the core of the higher levels like 23 and one from

28:16 shell of the thalamus. And these are going into the primary visual cortex

28:24 it's also receiving from the cortex. these going into the cortex of thalamic

28:31 from cortex into thalamus or coral And there's also cortical projection into the

28:37 R N thalamic reticular nucleus to inhibit here uh at the level of the

28:44 the shell and the core of the . So this is important if you

28:51 at the circuit and understand that you can look at the anatomical

28:56 So you can look at these circuit representations of refinement of retinal convergence uh

29:07 the projections that go from the thalamus the cortex. Yeah. Uh There

29:15 also another um article that is attached and that is actually work that I

29:33 as a graduate student that I'm describing . But I described it to you

29:38 different terms of how we did these and filled the relay cells and the

29:44 G N and stimulated them and saw cells are contralateral of lateral. How

29:51 of them were monocular? How many them are binocular? And we saw

29:55 at first, a lot of the are binocular and later after the P

30:00 , p 14, most of the now become monocular responsive in the in

30:08 thalamus. So at first, they're input from both eyes as it was

30:12 the other diagram. So this is another representation of how you would do

30:17 uh experiments with stimulation. You have one step, two, step 333

30:22 , 44444, 55555, you're increasing with stimulus, but you are seeing

30:29 responses that allows you to count how synapses you have onto a given

30:35 So this was really cool work that did I did as a graduate

30:41 And uh it was some of the glory days. Uh when I did

30:47 phd and uh town of New Orleans the Louisiana State University Medical Center.

30:59 we look then at the kind of development of the visual system from thalamus

31:05 cortex. So I'm not gonna go the details of the anatomy, the

31:09 contra the connectivity, but I'd rather these articles and we looked a little

31:16 about uh expression or overexpansion of area one as uh a part of the

31:30 essentially where we can see that a of the inputs used to be in

31:39 order animals projecting into the superior And by the time you get to

31:45 higher water cats and the cats, very little input going to the superior

31:51 , which is responsible for uh this tic eye movement for focusing. And

31:59 more and more inputs are going into thalamus, which is the perception,

32:05 perception of the visual construct. Uh is a number of L G N

32:16 and V one area expansion. So the number of neurons and how much

32:22 the uh V one area is present different animals. OK. So we

32:30 this almost uh like a perfect linear here between the number of L G

32:36 neurons and the area V one. I think that we talked about how

32:44 lot of neurons will be born and will migrate to their final destination.

32:51 This is some of the lateral contralateral that we talked about. And then

32:58 we talked about the visual field of , we talked about the binocular versus

33:05 field of view and the evolution of . So our binocular field is here

33:12 general, our monocular fields shown in and monocular field in yellow, we

33:20 see um 100 um 50 typically degrees visual field. And we have a

33:32 large binocular zone. Some of the have their eyes placed on the size

33:39 their head. So they actually see 360° such as rabbits or rodents,

33:45 their binocular zones are very small. it also tells you that the higher

33:51 species, uh you have more of binocular vision. You lose uh overall

34:00 to see all around in 360°. But gain a lot more of the binocular

34:11 , which I think is, is is better for for us and

34:16 more advanced way of perceiving visual OK. So these are the articles

34:26 we discussed as a part of the system. Of course, the other

34:32 that we discussed in the visual system the receptive field properties of different

34:40 We talked about ocular dominance columns and how monocular deprivation can actually alter the

34:50 of the cortical cells to the stimuli the deprived eye. OK. And

34:57 talked about the fact that the primal is made in the primary visual

35:07 Uh And in this primary visual you get the construct of the outside

35:16 with the color and with the And so this is where we end

35:21 talking about the uh visual system. I presented it here, this review

35:27 little bit differently for the visual system uh as I said, you have

35:34 notes that have more of the And this is more of the original

35:40 that we uh discussed uh as a of our lecture material. And after

35:48 visual system, we had two more , although we covered the visual system

35:54 two lectures. OK. So sort a lot of it was structure

35:59 receptive fields. And then we talked the red genicular development uh to great

36:07 . And then after that, we about the faction and the olfactory circuits

36:14 how one creates the perception of perception of odors. And after the

36:23 system covered, then the cannabinoid So if you look then for the

36:31 , you have 123456 lectures and about questions. So you can expect somewhere

36:48 seven or so questions per each section we discussed. OK. And uh

36:58 there are quite a few articles on timing dependent plasticity on the re genicular

37:05 refinement, you may want to review figures and you may want to review

37:12 videos where I discuss the figures. if I ask you any questions,

37:18 articles are pretty extensive, especially the article that talks a lot about different

37:25 , but we just focused on the zone and that's what I would

37:30 I would open the article open that , read the figure legend. If

37:36 not explanatory enough, I would find figure figure five big six big

37:44 whatever it is in the text and that 1 or 2 paragraphs associated with those

37:52 If you're having a hard time understanding , time dependent plasticity, I think

37:57 that's kind of a one of the difficult concepts I would say. Uh

38:05 I would try to read up a bit more from those articles. Uh

38:12 I think in principle, if you the difference between what the rate code

38:19 versus what the spike timing, pre versus post synoptic, the rules or

38:27 rate codes and basic rules, frequency rules, calcium dependent and MD

38:34 Uh And then you have spike timing rules on modulation where the curves can

38:42 . And that's what enables us of types of learning and in different

38:48 you learn things differently. And that's those curves, the spike to dependent

38:54 curves change. OK. So do guys have any questions? I apologize

39:03 uh the vaulted sensitive dye imaging part didn't see and I'm hoping it's on

39:10 video that I recorded. But if is not, it was just an

39:15 that I'll repeat again in class and will not ask you uh questions on

39:21 video. Anyway. So it was to reinforce what I was explaining about

39:25 Sensitive Dye imaging in general. good. Thank you for being here

39:41 in time because I forgot to connect computer to charger. And it's saying

39:47 about to run out of battery just into battery saver mode. My screen

39:51 getting dim so we'll conclude our review . Good luck studying. Please use

39:58 sample questions. Expect similar questions and 40 of them on your exam on

40:07 Wednesday. Good luck and I'll see back in class next week. Take

40:14 everyone. Thank you, Doctor Appreciate

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