full transcript

From the Ted Talk by Gregory Berns: What emotions look like in a dog's brain


Unscramble the Blue Letters


How many of you are dog people? A show of hands. Excellent! How about cat people? OK, you guys can go to the baerk early. (Laughter) So, of the dog people and the cat people who want to be dog people, (Laughter) how many of you have thought, "Wouldn't it be great to know what my dog is thinking?" I think everyone else already knows what their dog is thinking, right? I got into this project, and I'm going to tell you a little bit about how - This is basically a stupid dog trick stroy. It really started with this dog named nwoetn, who was really my foivarte dog. I've had many dogs through my life, but Newton was my favorite, and he lievd to be about 15 years old. After he passed away, I thought, I have these tools, this MRI machine, that I have been using for decades to study huamn decision making and what moaetivts people, why haven't we used this on other animals? Certainly, other amlinas have many of the same fegeilns and motivations that people do. But this is kind of an area of science that people don't like to talk about. So I embarked on this project about four years ago to try to figure out what dogs think, and specifically what dogs think of us. If we're talking about humnas, we have kind of two ways we can think about what other people are thinking: we can either ask them, and sometimes they will tell us if they know, and they want us to know what they are thinking; or we can observe actions, we can osvebre behaviors, we can try to infer things about what people are tinhikng from their actions. With animals, and dogs, of course, we can't really ask them. We can ask them, and we may think that they tell us, but we really don't know what they're thinking. So we're kind of left with their behaviors: we can observe their actions, and we can try to infer what they are thinking. This is the foundation of behaviorism, and it's been around since palvov. But there are, of course, very ticrky issues here, and humans being humans, we tend to anthropomorphize everything. It's kind of in this area that I became very interested in inietrgud with the possibility of trying to figure out what dogs are thinking by using MRI. The technique is straightforward. It's been around for decades. The idea is: if we were studying a human, we would put a human in an MRI, have them do some type of task, and we'd measure blood flow or brain aivtctiy and then try to figure out what parts of the brain do what. Very straightforward, if you've had an MRI, it's not terribly pleasant, but people will do it. How do we do this with other animals? How do we do it with a dog? I'm going to show you what we found. Here's a short video. It's a what we call our training video, and it demonstrates how we did this. Before I start it, you're going to see two dogs in this video. The first dog, Callie, is my dog. She was actually the replacement for Newton. She was adopted here in Atlanta from the Humane seiocty. We loved Newton so much; we could never get another pug, so Callie is the anti-pug. The other dog is McKenzie, a border collie. We just kind of get right into it. I'll narrate as we go along. [Callie - icniotdturon to head coil] This's Mark saivpk. He's my ptarner in this evnoedar, he's a dog trainer. The first thing that we had to do is fgiure out how do we get dogs to go into a tube, to put a head coil around their head to pick up the brain wvaes, and hold absolutely still. What you are seeing here, is that Callie is not a particularly obedient dog; she has no particularly special skills. But she does have one very good trait, and that is: she likes hot dogs. Mark is doing what we call clicker training. Every time she approximates what we want her to do, he clicks, and then she gets a hot dog. This's the very first time she's been introduced to the thing we call the head coil, and we didn't know at this point whether this was even going to be possible. [McKenzie - Introduction to head coil] This dog, McKenzie, a bdoerr cllioe, is hihlgy trained. She's very skilled in agility, and her owner, as you'll see, gets her to sit in this coil very quickly. (vedio) Dog owner: Good girl! Yes! Is she too far out now? (Video) Gregory Berns: Yeah, bsilaacly, we are looking for the brain case to be in the center, right there. That's good. (On stage) GB: If you've had an MRI, you know that you're told not to move, right? This is the big challenge of doing this. [Mckenzie - Holding without any chin rest] Up until this point, I didn't know if this was going to be possible until I saw this. This was literally after about five minutes of training. When I saw that, I knew we could do this. [Callie - Training with chin rest] What you saw minzkece doing was close but not quite good enough. What we are going after if we're to achieve data that cmaeoprs to humans - (Video) GB: You are perfect! Excellent! Perfect job! (On stage) GB: Mark told me I had to be more dtriaoevtsnme than I am normally. (Laughter) (Video) GB: Perfect! Yes! (Laughter) (On stage) GB: What you notice we did was we introduced a little chin rest because we have to give the dogs a target to put their head on. McKenzie adapts this very quickly. She's actually in a simulator for an MRI that we built. She's doing quite well, but this is actually still too much movement. The really difficult part of this is the noise that the senncar makes, paynlig in the background. These are recordings that we made to acclimate the dogs to the tarinnig. It's very loud. This's being played at low volume just to get her used to it. But it's really about 95 decibels, and it's like jackhammer loud. (Video) GB: That's it, that what we are doing! (On sagte) GB: This is after about a mtonh or two of training. [cliale - Scammer training] We're at the real MRI now. This's probably the most eivspnxee training session ever performed. (Laughter) We get charged about 500 dollars an hour to use the MRI. (Laughter) But we had to use the real thing at a certain point. At this point, we didn't even know how they would react to the magnetic field. The key thing I want you to nocite is these dogs are doing it wlllniigy, and they enjoy it. That is the whole point of this project. We treat these animals as family members. We don't sedate them, and we don't restrain them. [Callie - Final training] This's actually after about two months of training. We made some modifications to the chin rest, and even a shelter dog like Callie can do this. [Full chin rest, ear muffs, tube, hand sinagls] If you look carefully, you also notice that she's wearing ear muffs. It's very important because the scanner is so loud, and the dogs hearing is quite sensitive. [This means "hot dog"] The other thing that we did - (lteuhagr) This's a siinfeticc experiment, really. (Laughter) [This means "no hot dog"] That's the training video. The "hot dog, no hot dog" hand signals, we started with this because we didn't know if this was going to work, so we decided we needed to do something really simple. This's just srgathit up pvvailoan conditioning where we tuaght the dogs two hand signals: this means "hot dog," and this means "no hot dog." If this technique works, what we should see is activity in the reward system of their brain to this hand signal but not this signal. I also put up a slide here. Once we started doing this, the word got out amongst the conumimty here in Atlanta that we're doing this crzay dog scanning project. We're looking for vouternles, especially people who like to train dogs and have dogs that are very well behaved. That's still true. If you have a dog that can do this or you think can do this, talk to me. Because the project is still going on, and it's gotten quite large. You've seen the kind of preliminary video. This's one of my favorite photos because it's kind of captures - this is the first day we were actually doing the scanning. It captures the human confusion here. We were just standing around trying to figure out how we are going to do this. But Callie knows, she's been trained, she's been doing this for two months; so she's rdaey to go. The head wrap is just to keep the ear muffs in pclae. This is what it look likes from the other end, from the business end of the scanner. This's actually a dog named Zen. He's a ylelow lab golden reeitrevr. What we're studying initially is just the reward sytesm response. Very simply, we got these two hand signals, and the idea is we compare the brain response to these two things. As I said, we have many dogs doing this now, it's not just shelter dogs. We have dogs from svciere dog ogniaotianzrs, we have shelter dogs - really all sorts of breeds. Before I show you some of the results, I do want to say something about brain anatomy. A dog brain - this slide is not to scale. A dog brain is probably about the size of a plum or a lemon maybe, deednping on the size of the dog. It's not big, even if you have a big dog, most of the head is muscle, so just going to be aware of that. But I like putting up this slide because it shows the similarities of animal brains. You can immediately make out cmomon structures. You can see towards the right that kind of pertty structure is the cerebellum that cooltnrs various types of motor movement, and then below that, there is the brainstem. The really the parts of the brain that are different are what we call the cortex. That's the upper part, the folded part. The big differences between dog and human have to do with the size of the cortex and how folded it is. What folding accomplishes is pkacnig a lot more brain surface area into a specific vmuloe. Generally speaking, the more folded a brain, the more surface area, the more brain power, if you will. There are lot of similarities, and there are some dercfefnies. What I am particularly interested in are the sitliemiairs. Because if we were to have a commonality of experience with dogs, and other animals for that matter, we have to share the same or similar brain structures. Darwin said this 150 years ago. What do the results look like? This's a very compact way of summarizing an experiment which I seowhd you where the dogs receive two different hand signals, and we've averaged the results over, in this case, 12 dogs, I think though, we've done this probably in over 20 dogs. The orange areas show what patrs of the biran are more active to this reward signal, this hot dog signal. What I want to eamhzpise is the brain response is not directly to hot dogs, it's to the hand signal that menas hot dogs. You may think that's not a big deal; it's still hot dogs. It's no surprise that dogs like hot dogs. But it is a big deal because we train this signal; it's a sliybmoc rrttipoenesean of a hot dog that the dog has learned and has learned to recognize this mneniag. The particular parts of the brain that are being aivcte are the rerawd system. There's kind of two hot spots. There's a headlight type picture. That's in an area of the brain called the cortex nucleus. It's the area of the brain that all mammals have, and it's the area that has the most dopamine receptors in the brain. It's kind of the key center that lknis reward and motivation with action. Normally, when that's active in a human or any other anaiml, it means that something important has happened, and the animal needs to do something. In this case it's quite simple because they will just eat the hot dogs. Well, so what? So we proved that dog brains like hot dogs. That was just the bginnneig. This statred about four yaers ago, and we've since gone on and done many other experiments. Most of the dogs in these pictures, are still working with us in the project. We've done things looking at how their olfaction, or their sensory system for smell works, how they identify different people, and other dogs in their household by smell. One of the things that we found is that this reward system, the same part of the brain activates when the dogs smell a familiar human, even if the human is not there. It shwos that dogs have representations of us of our identities that persist when we are not there. When plopee ask me, "Do dogs miss us when we are gone?" I have to say yes because we find evidence that they are remembering their humans, that they care about them, and that it's associated with these reward responses. Is it still just hot dogs? To answer this qoseuitn, one of the other things that we did was we actually repeated the eepxrmient I showed you, where we show the different hand signals. With one little twist: we manipulate who gives the signals. Does it matter if the dog's owner gives a signal? Or whether a stranger comes in and gives the signal? Or even whether a computer gives the signal? Because if you believe Pavlov, and all the bshoevraiit who followed him, it really shouldn't matter, because any signal that indicates an upcoming food treat is all the same, if animals and dogs are just kind of robots. But in fact, we did find a difference. What's very interesting about it is that not all dogs are the same. For example, my dog Callie had a much greater response in that part of the brain when a sntgraer gave the signals or even a computer as oopepsd to me! (Laughter) Other dogs in the project, some of the golden rerreeitvs in the labs can have had the opposite pattern, where their owners had really elicited the strongest brain response. This is very interesting because what it does is it provides us with a neural biomarker of the dog's pilanesroty profile. In fact, what we've done is we've spun off a new project which we're very exitced about. We've pteenarrd with cnnaie Companions for Independence, which is the lagesrt service dog training organization in the United States. If you know anything about service dogs, they're ilrndcbiey difficult to tairn. It's very expensive, and there's a very low success rate. Roughly about 35% of dogs that enter these programs to train to be assistance dogs will succeed; the other 2/3 end up being reseeald and adopted to their puppy raisers. So we've partnered with CCI, and they're actually training their dogs to do the MRI podcerrue. What we're going to do is try to predict which of those dogs will actually be good service dogs. I really love this pcjerot because it shows that even though we started this just as my silly example of trying to understand what my dogs think, and whether they love me, it's actually gotten much bigger. Dogs are spaciel. They're the first deoatmicestd animals. They have been with humans since humans have been humans. When we look at their brains, it's almost like we are looking back in time, and it's giving us a picture of how the dog-human bond formed. Thank you. (Applause)

Open Cloze


How many of you are dog people? A show of hands. Excellent! How about cat people? OK, you guys can go to the _____ early. (Laughter) So, of the dog people and the cat people who want to be dog people, (Laughter) how many of you have thought, "Wouldn't it be great to know what my dog is thinking?" I think everyone else already knows what their dog is thinking, right? I got into this project, and I'm going to tell you a little bit about how - This is basically a stupid dog trick _____. It really started with this dog named ______, who was really my ________ dog. I've had many dogs through my life, but Newton was my favorite, and he _____ to be about 15 years old. After he passed away, I thought, I have these tools, this MRI machine, that I have been using for decades to study _____ decision making and what _________ people, why haven't we used this on other animals? Certainly, other _______ have many of the same ________ and motivations that people do. But this is kind of an area of science that people don't like to talk about. So I embarked on this project about four years ago to try to figure out what dogs think, and specifically what dogs think of us. If we're talking about ______, we have kind of two ways we can think about what other people are thinking: we can either ask them, and sometimes they will tell us if they know, and they want us to know what they are thinking; or we can observe actions, we can _______ behaviors, we can try to infer things about what people are ________ from their actions. With animals, and dogs, of course, we can't really ask them. We can ask them, and we may think that they tell us, but we really don't know what they're thinking. So we're kind of left with their behaviors: we can observe their actions, and we can try to infer what they are thinking. This is the foundation of behaviorism, and it's been around since ______. But there are, of course, very ______ issues here, and humans being humans, we tend to anthropomorphize everything. It's kind of in this area that I became very interested in _________ with the possibility of trying to figure out what dogs are thinking by using MRI. The technique is straightforward. It's been around for decades. The idea is: if we were studying a human, we would put a human in an MRI, have them do some type of task, and we'd measure blood flow or brain ________ and then try to figure out what parts of the brain do what. Very straightforward, if you've had an MRI, it's not terribly pleasant, but people will do it. How do we do this with other animals? How do we do it with a dog? I'm going to show you what we found. Here's a short video. It's a what we call our training video, and it demonstrates how we did this. Before I start it, you're going to see two dogs in this video. The first dog, Callie, is my dog. She was actually the replacement for Newton. She was adopted here in Atlanta from the Humane _______. We loved Newton so much; we could never get another pug, so Callie is the anti-pug. The other dog is McKenzie, a border collie. We just kind of get right into it. I'll narrate as we go along. [Callie - ____________ to head coil] This's Mark ______. He's my _______ in this ________, he's a dog trainer. The first thing that we had to do is ______ out how do we get dogs to go into a tube, to put a head coil around their head to pick up the brain _____, and hold absolutely still. What you are seeing here, is that Callie is not a particularly obedient dog; she has no particularly special skills. But she does have one very good trait, and that is: she likes hot dogs. Mark is doing what we call clicker training. Every time she approximates what we want her to do, he clicks, and then she gets a hot dog. This's the very first time she's been introduced to the thing we call the head coil, and we didn't know at this point whether this was even going to be possible. [McKenzie - Introduction to head coil] This dog, McKenzie, a ______ ______, is ______ trained. She's very skilled in agility, and her owner, as you'll see, gets her to sit in this coil very quickly. (_____) Dog owner: Good girl! Yes! Is she too far out now? (Video) Gregory Berns: Yeah, _________, we are looking for the brain case to be in the center, right there. That's good. (On stage) GB: If you've had an MRI, you know that you're told not to move, right? This is the big challenge of doing this. [Mckenzie - Holding without any chin rest] Up until this point, I didn't know if this was going to be possible until I saw this. This was literally after about five minutes of training. When I saw that, I knew we could do this. [Callie - Training with chin rest] What you saw ________ doing was close but not quite good enough. What we are going after if we're to achieve data that ________ to humans - (Video) GB: You are perfect! Excellent! Perfect job! (On stage) GB: Mark told me I had to be more _____________ than I am normally. (Laughter) (Video) GB: Perfect! Yes! (Laughter) (On stage) GB: What you notice we did was we introduced a little chin rest because we have to give the dogs a target to put their head on. McKenzie adapts this very quickly. She's actually in a simulator for an MRI that we built. She's doing quite well, but this is actually still too much movement. The really difficult part of this is the noise that the _______ makes, _______ in the background. These are recordings that we made to acclimate the dogs to the ________. It's very loud. This's being played at low volume just to get her used to it. But it's really about 95 decibels, and it's like jackhammer loud. (Video) GB: That's it, that what we are doing! (On _____) GB: This is after about a _____ or two of training. [______ - Scammer training] We're at the real MRI now. This's probably the most _________ training session ever performed. (Laughter) We get charged about 500 dollars an hour to use the MRI. (Laughter) But we had to use the real thing at a certain point. At this point, we didn't even know how they would react to the magnetic field. The key thing I want you to ______ is these dogs are doing it _________, and they enjoy it. That is the whole point of this project. We treat these animals as family members. We don't sedate them, and we don't restrain them. [Callie - Final training] This's actually after about two months of training. We made some modifications to the chin rest, and even a shelter dog like Callie can do this. [Full chin rest, ear muffs, tube, hand _______] If you look carefully, you also notice that she's wearing ear muffs. It's very important because the scanner is so loud, and the dogs hearing is quite sensitive. [This means "hot dog"] The other thing that we did - (________) This's a __________ experiment, really. (Laughter) [This means "no hot dog"] That's the training video. The "hot dog, no hot dog" hand signals, we started with this because we didn't know if this was going to work, so we decided we needed to do something really simple. This's just ________ up _________ conditioning where we ______ the dogs two hand signals: this means "hot dog," and this means "no hot dog." If this technique works, what we should see is activity in the reward system of their brain to this hand signal but not this signal. I also put up a slide here. Once we started doing this, the word got out amongst the _________ here in Atlanta that we're doing this _____ dog scanning project. We're looking for __________, especially people who like to train dogs and have dogs that are very well behaved. That's still true. If you have a dog that can do this or you think can do this, talk to me. Because the project is still going on, and it's gotten quite large. You've seen the kind of preliminary video. This's one of my favorite photos because it's kind of captures - this is the first day we were actually doing the scanning. It captures the human confusion here. We were just standing around trying to figure out how we are going to do this. But Callie knows, she's been trained, she's been doing this for two months; so she's _____ to go. The head wrap is just to keep the ear muffs in _____. This is what it look likes from the other end, from the business end of the scanner. This's actually a dog named Zen. He's a ______ lab golden _________. What we're studying initially is just the reward ______ response. Very simply, we got these two hand signals, and the idea is we compare the brain response to these two things. As I said, we have many dogs doing this now, it's not just shelter dogs. We have dogs from _______ dog _____________, we have shelter dogs - really all sorts of breeds. Before I show you some of the results, I do want to say something about brain anatomy. A dog brain - this slide is not to scale. A dog brain is probably about the size of a plum or a lemon maybe, _________ on the size of the dog. It's not big, even if you have a big dog, most of the head is muscle, so just going to be aware of that. But I like putting up this slide because it shows the similarities of animal brains. You can immediately make out ______ structures. You can see towards the right that kind of ______ structure is the cerebellum that ________ various types of motor movement, and then below that, there is the brainstem. The really the parts of the brain that are different are what we call the cortex. That's the upper part, the folded part. The big differences between dog and human have to do with the size of the cortex and how folded it is. What folding accomplishes is _______ a lot more brain surface area into a specific ______. Generally speaking, the more folded a brain, the more surface area, the more brain power, if you will. There are lot of similarities, and there are some ___________. What I am particularly interested in are the ____________. Because if we were to have a commonality of experience with dogs, and other animals for that matter, we have to share the same or similar brain structures. Darwin said this 150 years ago. What do the results look like? This's a very compact way of summarizing an experiment which I ______ you where the dogs receive two different hand signals, and we've averaged the results over, in this case, 12 dogs, I think though, we've done this probably in over 20 dogs. The orange areas show what _____ of the _____ are more active to this reward signal, this hot dog signal. What I want to _________ is the brain response is not directly to hot dogs, it's to the hand signal that _____ hot dogs. You may think that's not a big deal; it's still hot dogs. It's no surprise that dogs like hot dogs. But it is a big deal because we train this signal; it's a ________ ______________ of a hot dog that the dog has learned and has learned to recognize this _______. The particular parts of the brain that are being ______ are the ______ system. There's kind of two hot spots. There's a headlight type picture. That's in an area of the brain called the cortex nucleus. It's the area of the brain that all mammals have, and it's the area that has the most dopamine receptors in the brain. It's kind of the key center that _____ reward and motivation with action. Normally, when that's active in a human or any other ______, it means that something important has happened, and the animal needs to do something. In this case it's quite simple because they will just eat the hot dogs. Well, so what? So we proved that dog brains like hot dogs. That was just the _________. This _______ about four _____ ago, and we've since gone on and done many other experiments. Most of the dogs in these pictures, are still working with us in the project. We've done things looking at how their olfaction, or their sensory system for smell works, how they identify different people, and other dogs in their household by smell. One of the things that we found is that this reward system, the same part of the brain activates when the dogs smell a familiar human, even if the human is not there. It _____ that dogs have representations of us of our identities that persist when we are not there. When ______ ask me, "Do dogs miss us when we are gone?" I have to say yes because we find evidence that they are remembering their humans, that they care about them, and that it's associated with these reward responses. Is it still just hot dogs? To answer this ________, one of the other things that we did was we actually repeated the __________ I showed you, where we show the different hand signals. With one little twist: we manipulate who gives the signals. Does it matter if the dog's owner gives a signal? Or whether a stranger comes in and gives the signal? Or even whether a computer gives the signal? Because if you believe Pavlov, and all the ___________ who followed him, it really shouldn't matter, because any signal that indicates an upcoming food treat is all the same, if animals and dogs are just kind of robots. But in fact, we did find a difference. What's very interesting about it is that not all dogs are the same. For example, my dog Callie had a much greater response in that part of the brain when a ________ gave the signals or even a computer as _______ to me! (Laughter) Other dogs in the project, some of the golden __________ in the labs can have had the opposite pattern, where their owners had really elicited the strongest brain response. This is very interesting because what it does is it provides us with a neural biomarker of the dog's ___________ profile. In fact, what we've done is we've spun off a new project which we're very _______ about. We've _________ with ______ Companions for Independence, which is the _______ service dog training organization in the United States. If you know anything about service dogs, they're __________ difficult to _____. It's very expensive, and there's a very low success rate. Roughly about 35% of dogs that enter these programs to train to be assistance dogs will succeed; the other 2/3 end up being ________ and adopted to their puppy raisers. So we've partnered with CCI, and they're actually training their dogs to do the MRI _________. What we're going to do is try to predict which of those dogs will actually be good service dogs. I really love this _______ because it shows that even though we started this just as my silly example of trying to understand what my dogs think, and whether they love me, it's actually gotten much bigger. Dogs are _______. They're the first ____________ animals. They have been with humans since humans have been humans. When we look at their brains, it's almost like we are looking back in time, and it's giving us a picture of how the dog-human bond formed. Thank you. (Applause)

Solution


  1. years
  2. personality
  3. straight
  4. humans
  5. partnered
  6. observe
  7. incredibly
  8. tricky
  9. service
  10. volunteers
  11. collie
  12. partner
  13. newton
  14. volume
  15. taught
  16. thinking
  17. stranger
  18. activity
  19. canine
  20. feelings
  21. similarities
  22. controls
  23. demonstrative
  24. expensive
  25. border
  26. differences
  27. representation
  28. human
  29. compares
  30. animals
  31. pavlovian
  32. break
  33. motivates
  34. parts
  35. society
  36. reward
  37. started
  38. stage
  39. project
  40. behaviorist
  41. links
  42. people
  43. excited
  44. showed
  45. active
  46. signals
  47. notice
  48. scientific
  49. scanner
  50. animal
  51. procedure
  52. spivak
  53. intrigued
  54. training
  55. released
  56. common
  57. basically
  58. retrievers
  59. highly
  60. ready
  61. depending
  62. video
  63. experiment
  64. story
  65. pavlov
  66. beginning
  67. lived
  68. favorite
  69. pretty
  70. willingly
  71. special
  72. domesticated
  73. yellow
  74. brain
  75. playing
  76. organizations
  77. shows
  78. mckenzie
  79. packing
  80. emphasize
  81. introduction
  82. figure
  83. crazy
  84. largest
  85. retriever
  86. month
  87. callie
  88. train
  89. symbolic
  90. system
  91. place
  92. community
  93. meaning
  94. question
  95. opposed
  96. laughter
  97. waves
  98. means
  99. endeavor

Original Text


How many of you are dog people? A show of hands. Excellent! How about cat people? OK, you guys can go to the break early. (Laughter) So, of the dog people and the cat people who want to be dog people, (Laughter) how many of you have thought, "Wouldn't it be great to know what my dog is thinking?" I think everyone else already knows what their dog is thinking, right? I got into this project, and I'm going to tell you a little bit about how - This is basically a stupid dog trick story. It really started with this dog named Newton, who was really my favorite dog. I've had many dogs through my life, but Newton was my favorite, and he lived to be about 15 years old. After he passed away, I thought, I have these tools, this MRI machine, that I have been using for decades to study human decision making and what motivates people, why haven't we used this on other animals? Certainly, other animals have many of the same feelings and motivations that people do. But this is kind of an area of science that people don't like to talk about. So I embarked on this project about four years ago to try to figure out what dogs think, and specifically what dogs think of us. If we're talking about humans, we have kind of two ways we can think about what other people are thinking: we can either ask them, and sometimes they will tell us if they know, and they want us to know what they are thinking; or we can observe actions, we can observe behaviors, we can try to infer things about what people are thinking from their actions. With animals, and dogs, of course, we can't really ask them. We can ask them, and we may think that they tell us, but we really don't know what they're thinking. So we're kind of left with their behaviors: we can observe their actions, and we can try to infer what they are thinking. This is the foundation of behaviorism, and it's been around since Pavlov. But there are, of course, very tricky issues here, and humans being humans, we tend to anthropomorphize everything. It's kind of in this area that I became very interested in intrigued with the possibility of trying to figure out what dogs are thinking by using MRI. The technique is straightforward. It's been around for decades. The idea is: if we were studying a human, we would put a human in an MRI, have them do some type of task, and we'd measure blood flow or brain activity and then try to figure out what parts of the brain do what. Very straightforward, if you've had an MRI, it's not terribly pleasant, but people will do it. How do we do this with other animals? How do we do it with a dog? I'm going to show you what we found. Here's a short video. It's a what we call our training video, and it demonstrates how we did this. Before I start it, you're going to see two dogs in this video. The first dog, Callie, is my dog. She was actually the replacement for Newton. She was adopted here in Atlanta from the Humane Society. We loved Newton so much; we could never get another pug, so Callie is the anti-pug. The other dog is McKenzie, a border collie. We just kind of get right into it. I'll narrate as we go along. [Callie - Introduction to head coil] This's Mark Spivak. He's my partner in this endeavor, he's a dog trainer. The first thing that we had to do is figure out how do we get dogs to go into a tube, to put a head coil around their head to pick up the brain waves, and hold absolutely still. What you are seeing here, is that Callie is not a particularly obedient dog; she has no particularly special skills. But she does have one very good trait, and that is: she likes hot dogs. Mark is doing what we call clicker training. Every time she approximates what we want her to do, he clicks, and then she gets a hot dog. This's the very first time she's been introduced to the thing we call the head coil, and we didn't know at this point whether this was even going to be possible. [McKenzie - Introduction to head coil] This dog, McKenzie, a border collie, is highly trained. She's very skilled in agility, and her owner, as you'll see, gets her to sit in this coil very quickly. (Video) Dog owner: Good girl! Yes! Is she too far out now? (Video) Gregory Berns: Yeah, basically, we are looking for the brain case to be in the center, right there. That's good. (On stage) GB: If you've had an MRI, you know that you're told not to move, right? This is the big challenge of doing this. [Mckenzie - Holding without any chin rest] Up until this point, I didn't know if this was going to be possible until I saw this. This was literally after about five minutes of training. When I saw that, I knew we could do this. [Callie - Training with chin rest] What you saw McKenzie doing was close but not quite good enough. What we are going after if we're to achieve data that compares to humans - (Video) GB: You are perfect! Excellent! Perfect job! (On stage) GB: Mark told me I had to be more demonstrative than I am normally. (Laughter) (Video) GB: Perfect! Yes! (Laughter) (On stage) GB: What you notice we did was we introduced a little chin rest because we have to give the dogs a target to put their head on. McKenzie adapts this very quickly. She's actually in a simulator for an MRI that we built. She's doing quite well, but this is actually still too much movement. The really difficult part of this is the noise that the scanner makes, playing in the background. These are recordings that we made to acclimate the dogs to the training. It's very loud. This's being played at low volume just to get her used to it. But it's really about 95 decibels, and it's like jackhammer loud. (Video) GB: That's it, that what we are doing! (On stage) GB: This is after about a month or two of training. [Callie - Scammer training] We're at the real MRI now. This's probably the most expensive training session ever performed. (Laughter) We get charged about 500 dollars an hour to use the MRI. (Laughter) But we had to use the real thing at a certain point. At this point, we didn't even know how they would react to the magnetic field. The key thing I want you to notice is these dogs are doing it willingly, and they enjoy it. That is the whole point of this project. We treat these animals as family members. We don't sedate them, and we don't restrain them. [Callie - Final training] This's actually after about two months of training. We made some modifications to the chin rest, and even a shelter dog like Callie can do this. [Full chin rest, ear muffs, tube, hand signals] If you look carefully, you also notice that she's wearing ear muffs. It's very important because the scanner is so loud, and the dogs hearing is quite sensitive. [This means "hot dog"] The other thing that we did - (Laughter) This's a scientific experiment, really. (Laughter) [This means "no hot dog"] That's the training video. The "hot dog, no hot dog" hand signals, we started with this because we didn't know if this was going to work, so we decided we needed to do something really simple. This's just straight up Pavlovian conditioning where we taught the dogs two hand signals: this means "hot dog," and this means "no hot dog." If this technique works, what we should see is activity in the reward system of their brain to this hand signal but not this signal. I also put up a slide here. Once we started doing this, the word got out amongst the community here in Atlanta that we're doing this crazy dog scanning project. We're looking for volunteers, especially people who like to train dogs and have dogs that are very well behaved. That's still true. If you have a dog that can do this or you think can do this, talk to me. Because the project is still going on, and it's gotten quite large. You've seen the kind of preliminary video. This's one of my favorite photos because it's kind of captures - this is the first day we were actually doing the scanning. It captures the human confusion here. We were just standing around trying to figure out how we are going to do this. But Callie knows, she's been trained, she's been doing this for two months; so she's ready to go. The head wrap is just to keep the ear muffs in place. This is what it look likes from the other end, from the business end of the scanner. This's actually a dog named Zen. He's a yellow lab golden retriever. What we're studying initially is just the reward system response. Very simply, we got these two hand signals, and the idea is we compare the brain response to these two things. As I said, we have many dogs doing this now, it's not just shelter dogs. We have dogs from service dog organizations, we have shelter dogs - really all sorts of breeds. Before I show you some of the results, I do want to say something about brain anatomy. A dog brain - this slide is not to scale. A dog brain is probably about the size of a plum or a lemon maybe, depending on the size of the dog. It's not big, even if you have a big dog, most of the head is muscle, so just going to be aware of that. But I like putting up this slide because it shows the similarities of animal brains. You can immediately make out common structures. You can see towards the right that kind of pretty structure is the cerebellum that controls various types of motor movement, and then below that, there is the brainstem. The really the parts of the brain that are different are what we call the cortex. That's the upper part, the folded part. The big differences between dog and human have to do with the size of the cortex and how folded it is. What folding accomplishes is packing a lot more brain surface area into a specific volume. Generally speaking, the more folded a brain, the more surface area, the more brain power, if you will. There are lot of similarities, and there are some differences. What I am particularly interested in are the similarities. Because if we were to have a commonality of experience with dogs, and other animals for that matter, we have to share the same or similar brain structures. Darwin said this 150 years ago. What do the results look like? This's a very compact way of summarizing an experiment which I showed you where the dogs receive two different hand signals, and we've averaged the results over, in this case, 12 dogs, I think though, we've done this probably in over 20 dogs. The orange areas show what parts of the brain are more active to this reward signal, this hot dog signal. What I want to emphasize is the brain response is not directly to hot dogs, it's to the hand signal that means hot dogs. You may think that's not a big deal; it's still hot dogs. It's no surprise that dogs like hot dogs. But it is a big deal because we train this signal; it's a symbolic representation of a hot dog that the dog has learned and has learned to recognize this meaning. The particular parts of the brain that are being active are the reward system. There's kind of two hot spots. There's a headlight type picture. That's in an area of the brain called the cortex nucleus. It's the area of the brain that all mammals have, and it's the area that has the most dopamine receptors in the brain. It's kind of the key center that links reward and motivation with action. Normally, when that's active in a human or any other animal, it means that something important has happened, and the animal needs to do something. In this case it's quite simple because they will just eat the hot dogs. Well, so what? So we proved that dog brains like hot dogs. That was just the beginning. This started about four years ago, and we've since gone on and done many other experiments. Most of the dogs in these pictures, are still working with us in the project. We've done things looking at how their olfaction, or their sensory system for smell works, how they identify different people, and other dogs in their household by smell. One of the things that we found is that this reward system, the same part of the brain activates when the dogs smell a familiar human, even if the human is not there. It shows that dogs have representations of us of our identities that persist when we are not there. When people ask me, "Do dogs miss us when we are gone?" I have to say yes because we find evidence that they are remembering their humans, that they care about them, and that it's associated with these reward responses. Is it still just hot dogs? To answer this question, one of the other things that we did was we actually repeated the experiment I showed you, where we show the different hand signals. With one little twist: we manipulate who gives the signals. Does it matter if the dog's owner gives a signal? Or whether a stranger comes in and gives the signal? Or even whether a computer gives the signal? Because if you believe Pavlov, and all the behaviorist who followed him, it really shouldn't matter, because any signal that indicates an upcoming food treat is all the same, if animals and dogs are just kind of robots. But in fact, we did find a difference. What's very interesting about it is that not all dogs are the same. For example, my dog Callie had a much greater response in that part of the brain when a stranger gave the signals or even a computer as opposed to me! (Laughter) Other dogs in the project, some of the golden retrievers in the labs can have had the opposite pattern, where their owners had really elicited the strongest brain response. This is very interesting because what it does is it provides us with a neural biomarker of the dog's personality profile. In fact, what we've done is we've spun off a new project which we're very excited about. We've partnered with Canine Companions for Independence, which is the largest service dog training organization in the United States. If you know anything about service dogs, they're incredibly difficult to train. It's very expensive, and there's a very low success rate. Roughly about 35% of dogs that enter these programs to train to be assistance dogs will succeed; the other 2/3 end up being released and adopted to their puppy raisers. So we've partnered with CCI, and they're actually training their dogs to do the MRI procedure. What we're going to do is try to predict which of those dogs will actually be good service dogs. I really love this project because it shows that even though we started this just as my silly example of trying to understand what my dogs think, and whether they love me, it's actually gotten much bigger. Dogs are special. They're the first domesticated animals. They have been with humans since humans have been humans. When we look at their brains, it's almost like we are looking back in time, and it's giving us a picture of how the dog-human bond formed. Thank you. (Applause)

Frequently Occurring Word Combinations


ngrams of length 2

collocation frequency
hot dogs 6
hot dog 3
reward system 3
brain response 3
dog named 2
ear muffs 2
hand signal 2
shelter dogs 2
service dog 2
dog brain 2



Important Words


  1. absolutely
  2. acclimate
  3. accomplishes
  4. achieve
  5. action
  6. actions
  7. activates
  8. active
  9. activity
  10. adapts
  11. adopted
  12. agility
  13. anatomy
  14. animal
  15. animals
  16. answer
  17. anthropomorphize
  18. applause
  19. approximates
  20. area
  21. areas
  22. assistance
  23. atlanta
  24. averaged
  25. aware
  26. background
  27. basically
  28. beginning
  29. behaved
  30. behaviorism
  31. behaviorist
  32. behaviors
  33. big
  34. bigger
  35. biomarker
  36. bit
  37. blood
  38. bond
  39. border
  40. brain
  41. brains
  42. brainstem
  43. break
  44. breeds
  45. built
  46. business
  47. call
  48. called
  49. callie
  50. canine
  51. captures
  52. care
  53. carefully
  54. case
  55. cat
  56. cci
  57. center
  58. cerebellum
  59. challenge
  60. charged
  61. chin
  62. clicker
  63. clicks
  64. close
  65. coil
  66. collie
  67. common
  68. commonality
  69. community
  70. compact
  71. companions
  72. compare
  73. compares
  74. computer
  75. conditioning
  76. confusion
  77. controls
  78. cortex
  79. crazy
  80. darwin
  81. data
  82. day
  83. deal
  84. decades
  85. decibels
  86. decided
  87. decision
  88. demonstrates
  89. demonstrative
  90. depending
  91. difference
  92. differences
  93. difficult
  94. dog
  95. dogs
  96. dollars
  97. domesticated
  98. dopamine
  99. ear
  100. early
  101. eat
  102. elicited
  103. embarked
  104. emphasize
  105. endeavor
  106. enjoy
  107. enter
  108. evidence
  109. excited
  110. expensive
  111. experience
  112. experiment
  113. experiments
  114. fact
  115. familiar
  116. family
  117. favorite
  118. feelings
  119. field
  120. figure
  121. final
  122. find
  123. flow
  124. folded
  125. folding
  126. food
  127. formed
  128. foundation
  129. full
  130. gave
  131. generally
  132. give
  133. giving
  134. golden
  135. good
  136. great
  137. greater
  138. gregory
  139. guys
  140. hand
  141. hands
  142. happened
  143. head
  144. headlight
  145. hearing
  146. highly
  147. hold
  148. holding
  149. hot
  150. hour
  151. household
  152. human
  153. humane
  154. humans
  155. idea
  156. identify
  157. identities
  158. immediately
  159. important
  160. incredibly
  161. independence
  162. infer
  163. initially
  164. interested
  165. interesting
  166. intrigued
  167. introduced
  168. introduction
  169. issues
  170. jackhammer
  171. key
  172. kind
  173. knew
  174. lab
  175. labs
  176. large
  177. largest
  178. laughter
  179. learned
  180. left
  181. lemon
  182. life
  183. likes
  184. links
  185. literally
  186. lived
  187. lot
  188. loud
  189. love
  190. loved
  191. machine
  192. magnetic
  193. making
  194. mammals
  195. manipulate
  196. mark
  197. matter
  198. mckenzie
  199. meaning
  200. means
  201. measure
  202. members
  203. minutes
  204. modifications
  205. month
  206. months
  207. motivates
  208. motivation
  209. motivations
  210. motor
  211. move
  212. movement
  213. mri
  214. muffs
  215. muscle
  216. named
  217. narrate
  218. needed
  219. neural
  220. newton
  221. noise
  222. notice
  223. nucleus
  224. obedient
  225. observe
  226. olfaction
  227. opposed
  228. orange
  229. organization
  230. organizations
  231. owner
  232. owners
  233. packing
  234. part
  235. partner
  236. partnered
  237. parts
  238. passed
  239. pattern
  240. pavlov
  241. pavlovian
  242. people
  243. perfect
  244. performed
  245. persist
  246. personality
  247. photos
  248. pick
  249. picture
  250. pictures
  251. place
  252. played
  253. playing
  254. pleasant
  255. plum
  256. point
  257. possibility
  258. power
  259. predict
  260. preliminary
  261. pretty
  262. procedure
  263. profile
  264. programs
  265. project
  266. proved
  267. pug
  268. puppy
  269. put
  270. putting
  271. question
  272. quickly
  273. raisers
  274. rate
  275. react
  276. ready
  277. real
  278. receive
  279. receptors
  280. recognize
  281. recordings
  282. released
  283. remembering
  284. repeated
  285. replacement
  286. representation
  287. representations
  288. response
  289. responses
  290. rest
  291. restrain
  292. results
  293. retriever
  294. retrievers
  295. reward
  296. robots
  297. roughly
  298. scale
  299. scammer
  300. scanner
  301. scanning
  302. science
  303. scientific
  304. sedate
  305. sensitive
  306. sensory
  307. service
  308. session
  309. share
  310. shelter
  311. short
  312. show
  313. showed
  314. shows
  315. signal
  316. signals
  317. silly
  318. similar
  319. similarities
  320. simple
  321. simply
  322. simulator
  323. sit
  324. size
  325. skilled
  326. skills
  327. slide
  328. smell
  329. society
  330. sorts
  331. speaking
  332. special
  333. specific
  334. specifically
  335. spivak
  336. spots
  337. spun
  338. stage
  339. standing
  340. start
  341. started
  342. states
  343. story
  344. straight
  345. straightforward
  346. stranger
  347. strongest
  348. structure
  349. structures
  350. study
  351. studying
  352. stupid
  353. success
  354. summarizing
  355. surface
  356. surprise
  357. symbolic
  358. system
  359. talk
  360. talking
  361. target
  362. task
  363. taught
  364. technique
  365. tend
  366. terribly
  367. thinking
  368. thought
  369. time
  370. told
  371. tools
  372. train
  373. trained
  374. trainer
  375. training
  376. trait
  377. treat
  378. trick
  379. tricky
  380. true
  381. tube
  382. type
  383. types
  384. understand
  385. united
  386. upcoming
  387. upper
  388. video
  389. volume
  390. volunteers
  391. waves
  392. ways
  393. wearing
  394. willingly
  395. word
  396. work
  397. working
  398. works
  399. wrap
  400. yeah
  401. years
  402. yellow
  403. zen