A false memory is a fabricated or distorted recollection of an event.
People often think of memory as something like a video recorder, accurately documenting and storing everything that happens with perfect accuracy and clarity.
In reality, memory is very prone to fallacy and fragile.
We are susceptible to errors, and subtle suggestions can trigger false memories.
Surprisingly, people with exceptional memories are still susceptible to making things up without even realizing it
People can feel completely confident that their memory is accurate, but this confidence is no guarantee that a particular memory is correct.
While you might think that you see or are aware of all the changes that happen in front of you, the reality is that there is simply too much information for your brain to fully process and be aware of every single thing that happens in your immediate environment.In many cases, big shifts can happen in your visual field and you are never even aware of these changes. Psychologists refer to this as change blindness.
Understanding the encoding of memory and its retrieval is a complex task. The neurobiological correlates of memory have been summarised in this presentation for easy understanding of students.
A false memory is a fabricated or distorted recollection of an event.
People often think of memory as something like a video recorder, accurately documenting and storing everything that happens with perfect accuracy and clarity.
In reality, memory is very prone to fallacy and fragile.
We are susceptible to errors, and subtle suggestions can trigger false memories.
Surprisingly, people with exceptional memories are still susceptible to making things up without even realizing it
People can feel completely confident that their memory is accurate, but this confidence is no guarantee that a particular memory is correct.
While you might think that you see or are aware of all the changes that happen in front of you, the reality is that there is simply too much information for your brain to fully process and be aware of every single thing that happens in your immediate environment.In many cases, big shifts can happen in your visual field and you are never even aware of these changes. Psychologists refer to this as change blindness.
Understanding the encoding of memory and its retrieval is a complex task. The neurobiological correlates of memory have been summarised in this presentation for easy understanding of students.
Social psychologists consider a group to be composed of two or more people who interact and depend on each other in some way. Groups usually have the following features:
Norms that determine appropriate behavior (A)
Roles that are assigned to people that determine what behaviors and responsibilities people should take on(B)
A communication structure that determines who talks to whom within the group ( C)
A power structure that determines how much authority and influence group members have(D)
AS level AQA
Approaches in psychology
Behaviourism, classical and operant conditioning, social learning theory, cognitive approach and biological approach
AQA forensic psychology revision for alevel paper 3.
SLIDE 25 - HOLT EXAMPLE : Holt - significant difference in positive behaviour compared to a non-token group.
For some reason that part wasn't included in the upload.
lecture 21 from a college level introduction to psychology course taught Fall 2011 by Brian J. Piper, Ph.D. (psy391@gmail.com) at Willamette University, includes hippocampus, cerebellum, H.M., explicit & implicit memory, priming, context effect, misinformation, Loftus, constructed memories
Social psychologists consider a group to be composed of two or more people who interact and depend on each other in some way. Groups usually have the following features:
Norms that determine appropriate behavior (A)
Roles that are assigned to people that determine what behaviors and responsibilities people should take on(B)
A communication structure that determines who talks to whom within the group ( C)
A power structure that determines how much authority and influence group members have(D)
AS level AQA
Approaches in psychology
Behaviourism, classical and operant conditioning, social learning theory, cognitive approach and biological approach
AQA forensic psychology revision for alevel paper 3.
SLIDE 25 - HOLT EXAMPLE : Holt - significant difference in positive behaviour compared to a non-token group.
For some reason that part wasn't included in the upload.
lecture 21 from a college level introduction to psychology course taught Fall 2011 by Brian J. Piper, Ph.D. (psy391@gmail.com) at Willamette University, includes hippocampus, cerebellum, H.M., explicit & implicit memory, priming, context effect, misinformation, Loftus, constructed memories
INTRODUCTION
FACE RECOGNITION
CAPTURING OF IMAGE BY STANDARD VIDEO CAMERAS
COMPONENTS OF FACE RECOGNITION SYSTEMS
IMPLEMENTATION OF FACE RECOGNITION TECHNOLOGY
PERFORMANCE
SOFTWARE
ADVANTAGES AND DISADVANTAGES
APPLICATIONS
CONCLUSION
E D I T O R I A LWhat Neuroscience Can andCannot Answer.docxbrownliecarmella
E D I T O R I A L
What Neuroscience Can and
Cannot Answer
Octavio S. Choi, MD, PhD
J Am Acad Psychiatry Law 45:278 – 85, 2017
We truly live in the golden age of neuroscience. Ad-
vances in technology over the past 20 years have
given modern neuro-researchers tools of unprece-
dented power to probe the workings of the most
complex machine in the universe (as far as we know).
Neuroscience as a field is driven by our natural fasci-
nation with understanding how a physical organ,
weighing three pounds and running on 20 watts of
power, can give rise to the mind, and with it, our
thoughts, feelings, soul, and identity. Brain activity is
presumably the source of all these things, but how,
exactly? Culturally, neuroscience is a currency that
enjoys very high capital, and public fascination with
neuroscience is evident in the news and popular cul-
ture.1 Neuroscience is cool: prestigious, high-tech,
complex, philosophically rich, and beautiful.
It is of increasing interest in the courtroom as well,
and each year the number of cases using neuroscience-
based evidence rises.2 The reasons for this are clear
enough. Many legal decisions depend on accurate
assessment of mental states and mental capacities
(such as capacity for rationality or control over one’s
behaviors), and the hope is that neuroscience can
shed light on these matters.
I have participated in several of these cases in my
early career and have seen enough to report that there
is trouble afoot. I have witnessed neuroscience re-
peatedly misrepresented and misused. Certain pat-
terns have emerged: speculations clothed as facts, er-
rors of logical reasoning, and hasty conclusions
unsupported by evidence and unrestrained by cau-
tion. I have found too much weight placed on iso-
lated neurofindings and too little weight on good
clinical observation and other kinds of behavioral
evidence.
Forensic psychiatrists will be increasingly asked to
opine on neuroevidence, and thus we must be able to
distinguish neuroscience from neuro-nonsense. To do
this, we should understand what kinds of questions
neuroscience currently can and cannot answer. Fur-
thermore, we must understand the kinds of questions
neuroscience will never be able to answer. Finally, in
the interests of justice, when we recognize that neu-
roscience is being misused or misrepresented, we
must be forthright in communicating this informa-
tion to finders of fact.
Presciently, in 2006 Morse identified signs of a
cognitive pathology he labeled brain overclaim syn-
drome (BOS). This devastating illness “afflicts those
inflamed by the fascinating new discoveries in the
neurosciences,” leading to a “rationality-unhinging
effect . . . the final pathway, in all cases . . . is that
more legal implications are claimed for the brain sci-
ence than can be justified” (Ref. 3, p 403).
Part of the problem is that neuroscience evidence
is genuinely mind boggling. A bar chart can be gen-
erated by a grade schooler on her smartphone, but a
fu.
Corresponding slides to CSLS Socio-Legal Seminar Series for students as Nicholas deB Katzenbach Fellow, New Directions in Socio-Legal Studies, University of Oxford.
The Cambridge Declaration on ConsciousnessDmytro Lysiuk
The Cambridge Declaration on Consciousness
July 7, 2012, a prominent international group of cognitive neuroscientists,
neuropharmacologists, neurophysiologists, neuroanatomists and computational neuroscientists
gathered at The University of Cambridge to reassess the neurobiological substrates of conscious
experience and related behaviors in human and non-human animals. While comparative research on
this topic is naturally hampered by the inability of non-human animals, and often humans, to clearly
and readily communicate about their internal states, the following observations can be stated
unequivocally:
Scientific Consensus on Brain Fingerprinting and Differing Views on the Scien...Karlos Svoboda
The following proposed Scientific Consensus on Brain fingerprinting has arisen from discussionsamong forensic scientists, legal experts, psychophysiologists, and experts in law enforcementand national security. These discussions were initiated by Lawrence A. Farwell. This is a workin progress. Discussions of these and other related issues are ongoing. Please refer commentsand suggestions to Lawrence A. Farwell at LFarwell@brainwavescience.com .The most fundamental point of consensus among scientists and other relevant experts regardingbrain fingerprinting, forensic science, and science in general is that different methods producedifferent results. Brain fingerprinting, from the seminal Farwell and Donchin (1986; 1991) andFarwell and Smith (2001) papers to the present, has never produced an error, neither a falsenegative nor a false positive. Some alternative methods of applying the same brain responses inattempts to detect concealed information have resulted in 10% to 15% errors and in some casesas high as nearly 50% errors, no better than chance. Even some purported “replications” ofFarwell and Donchin have in fact used fundamentally different methods. Consequently theyhave failed to achieve accuracy approaching that of brain fingerprinting and, unlike brainfingerprinting, are susceptible to countermeasures. These fundamental differences in scientificmethods are the reason why brain fingerprinting has been successfully applied in the field andruled admissible in court, and these alternative methods are unsuitable for field use or applicationin the criminal justice system or national security.In developing this consensus, we have specified precisely the standard scientific methods thatconstitute brain fingerprinting and attempted to identify the specific standards that are necessaryand sufficient to obtain the results that brain fingerprinting has consistently attained. We havesought to identify differences in methods that are responsible for the widely divergent resultsobtained in different laboratories conducting related research.Fundamental brain fingerprinting scientific principles, methods, and scientific standards arebriefly described the first section of this article. The proposed Scientific Consensus on BrainFingerprinting presumes a thorough understanding of the information contained therein. It alsoassumes familiarity with the articles in the literature cited in the Background section below.In the course of developing a consensus, some points have arisen on which there is considerablediversity of opinion. Some of these Differing Views on Brain Fingerprinting are briefly outlinedfollowing the Scientific Consensus on Brain Fingerprinting.
From "Introduction to the Scientific Study of Psychic Phenomena" on http://www.wiziq.com. Three more live classes this month, four more in January, eight recordings available from April and July. Join us!
Seminar of U.V. Spectroscopy by SAMIR PANDASAMIR PANDA
Spectroscopy is a branch of science dealing the study of interaction of electromagnetic radiation with matter.
Ultraviolet-visible spectroscopy refers to absorption spectroscopy or reflect spectroscopy in the UV-VIS spectral region.
Ultraviolet-visible spectroscopy is an analytical method that can measure the amount of light received by the analyte.
Observation of Io’s Resurfacing via Plume Deposition Using Ground-based Adapt...Sérgio Sacani
Since volcanic activity was first discovered on Io from Voyager images in 1979, changes
on Io’s surface have been monitored from both spacecraft and ground-based telescopes.
Here, we present the highest spatial resolution images of Io ever obtained from a groundbased telescope. These images, acquired by the SHARK-VIS instrument on the Large
Binocular Telescope, show evidence of a major resurfacing event on Io’s trailing hemisphere. When compared to the most recent spacecraft images, the SHARK-VIS images
show that a plume deposit from a powerful eruption at Pillan Patera has covered part
of the long-lived Pele plume deposit. Although this type of resurfacing event may be common on Io, few have been detected due to the rarity of spacecraft visits and the previously low spatial resolution available from Earth-based telescopes. The SHARK-VIS instrument ushers in a new era of high resolution imaging of Io’s surface using adaptive
optics at visible wavelengths.
The increased availability of biomedical data, particularly in the public domain, offers the opportunity to better understand human health and to develop effective therapeutics for a wide range of unmet medical needs. However, data scientists remain stymied by the fact that data remain hard to find and to productively reuse because data and their metadata i) are wholly inaccessible, ii) are in non-standard or incompatible representations, iii) do not conform to community standards, and iv) have unclear or highly restricted terms and conditions that preclude legitimate reuse. These limitations require a rethink on data can be made machine and AI-ready - the key motivation behind the FAIR Guiding Principles. Concurrently, while recent efforts have explored the use of deep learning to fuse disparate data into predictive models for a wide range of biomedical applications, these models often fail even when the correct answer is already known, and fail to explain individual predictions in terms that data scientists can appreciate. These limitations suggest that new methods to produce practical artificial intelligence are still needed.
In this talk, I will discuss our work in (1) building an integrative knowledge infrastructure to prepare FAIR and "AI-ready" data and services along with (2) neurosymbolic AI methods to improve the quality of predictions and to generate plausible explanations. Attention is given to standards, platforms, and methods to wrangle knowledge into simple, but effective semantic and latent representations, and to make these available into standards-compliant and discoverable interfaces that can be used in model building, validation, and explanation. Our work, and those of others in the field, creates a baseline for building trustworthy and easy to deploy AI models in biomedicine.
Bio
Dr. Michel Dumontier is the Distinguished Professor of Data Science at Maastricht University, founder and executive director of the Institute of Data Science, and co-founder of the FAIR (Findable, Accessible, Interoperable and Reusable) data principles. His research explores socio-technological approaches for responsible discovery science, which includes collaborative multi-modal knowledge graphs, privacy-preserving distributed data mining, and AI methods for drug discovery and personalized medicine. His work is supported through the Dutch National Research Agenda, the Netherlands Organisation for Scientific Research, Horizon Europe, the European Open Science Cloud, the US National Institutes of Health, and a Marie-Curie Innovative Training Network. He is the editor-in-chief for the journal Data Science and is internationally recognized for his contributions in bioinformatics, biomedical informatics, and semantic technologies including ontologies and linked data.
FAIRSpectra - Towards a common data file format for SIMS imagesAlex Henderson
Presentation from the 101st IUVSTA Workshop on High performance SIMS instrumentation and machine learning / artificial intelligence methods for complex data.
This presentation describes the issues relating to storing and sharing data from Secondary Ion Mass Spectrometry experiments, and some potential solutions.
A brief information about the SCOP protein database used in bioinformatics.
The Structural Classification of Proteins (SCOP) database is a comprehensive and authoritative resource for the structural and evolutionary relationships of proteins. It provides a detailed and curated classification of protein structures, grouping them into families, superfamilies, and folds based on their structural and sequence similarities.
(May 29th, 2024) Advancements in Intravital Microscopy- Insights for Preclini...Scintica Instrumentation
Intravital microscopy (IVM) is a powerful tool utilized to study cellular behavior over time and space in vivo. Much of our understanding of cell biology has been accomplished using various in vitro and ex vivo methods; however, these studies do not necessarily reflect the natural dynamics of biological processes. Unlike traditional cell culture or fixed tissue imaging, IVM allows for the ultra-fast high-resolution imaging of cellular processes over time and space and were studied in its natural environment. Real-time visualization of biological processes in the context of an intact organism helps maintain physiological relevance and provide insights into the progression of disease, response to treatments or developmental processes.
In this webinar we give an overview of advanced applications of the IVM system in preclinical research. IVIM technology is a provider of all-in-one intravital microscopy systems and solutions optimized for in vivo imaging of live animal models at sub-micron resolution. The system’s unique features and user-friendly software enables researchers to probe fast dynamic biological processes such as immune cell tracking, cell-cell interaction as well as vascularization and tumor metastasis with exceptional detail. This webinar will also give an overview of IVM being utilized in drug development, offering a view into the intricate interaction between drugs/nanoparticles and tissues in vivo and allows for the evaluation of therapeutic intervention in a variety of tissues and organs. This interdisciplinary collaboration continues to drive the advancements of novel therapeutic strategies.
Earliest Galaxies in the JADES Origins Field: Luminosity Function and Cosmic ...Sérgio Sacani
We characterize the earliest galaxy population in the JADES Origins Field (JOF), the deepest
imaging field observed with JWST. We make use of the ancillary Hubble optical images (5 filters
spanning 0.4−0.9µm) and novel JWST images with 14 filters spanning 0.8−5µm, including 7 mediumband filters, and reaching total exposure times of up to 46 hours per filter. We combine all our data
at > 2.3µm to construct an ultradeep image, reaching as deep as ≈ 31.4 AB mag in the stack and
30.3-31.0 AB mag (5σ, r = 0.1” circular aperture) in individual filters. We measure photometric
redshifts and use robust selection criteria to identify a sample of eight galaxy candidates at redshifts
z = 11.5 − 15. These objects show compact half-light radii of R1/2 ∼ 50 − 200pc, stellar masses of
M⋆ ∼ 107−108M⊙, and star-formation rates of SFR ∼ 0.1−1 M⊙ yr−1
. Our search finds no candidates
at 15 < z < 20, placing upper limits at these redshifts. We develop a forward modeling approach to
infer the properties of the evolving luminosity function without binning in redshift or luminosity that
marginalizes over the photometric redshift uncertainty of our candidate galaxies and incorporates the
impact of non-detections. We find a z = 12 luminosity function in good agreement with prior results,
and that the luminosity function normalization and UV luminosity density decline by a factor of ∼ 2.5
from z = 12 to z = 14. We discuss the possible implications of our results in the context of theoretical
models for evolution of the dark matter halo mass function.
Introduction:
RNA interference (RNAi) or Post-Transcriptional Gene Silencing (PTGS) is an important biological process for modulating eukaryotic gene expression.
It is highly conserved process of posttranscriptional gene silencing by which double stranded RNA (dsRNA) causes sequence-specific degradation of mRNA sequences.
dsRNA-induced gene silencing (RNAi) is reported in a wide range of eukaryotes ranging from worms, insects, mammals and plants.
This process mediates resistance to both endogenous parasitic and exogenous pathogenic nucleic acids, and regulates the expression of protein-coding genes.
What are small ncRNAs?
micro RNA (miRNA)
short interfering RNA (siRNA)
Properties of small non-coding RNA:
Involved in silencing mRNA transcripts.
Called “small” because they are usually only about 21-24 nucleotides long.
Synthesized by first cutting up longer precursor sequences (like the 61nt one that Lee discovered).
Silence an mRNA by base pairing with some sequence on the mRNA.
Discovery of siRNA?
The first small RNA:
In 1993 Rosalind Lee (Victor Ambros lab) was studying a non- coding gene in C. elegans, lin-4, that was involved in silencing of another gene, lin-14, at the appropriate time in the
development of the worm C. elegans.
Two small transcripts of lin-4 (22nt and 61nt) were found to be complementary to a sequence in the 3' UTR of lin-14.
Because lin-4 encoded no protein, she deduced that it must be these transcripts that are causing the silencing by RNA-RNA interactions.
Types of RNAi ( non coding RNA)
MiRNA
Length (23-25 nt)
Trans acting
Binds with target MRNA in mismatch
Translation inhibition
Si RNA
Length 21 nt.
Cis acting
Bind with target Mrna in perfect complementary sequence
Piwi-RNA
Length ; 25 to 36 nt.
Expressed in Germ Cells
Regulates trnasposomes activity
MECHANISM OF RNAI:
First the double-stranded RNA teams up with a protein complex named Dicer, which cuts the long RNA into short pieces.
Then another protein complex called RISC (RNA-induced silencing complex) discards one of the two RNA strands.
The RISC-docked, single-stranded RNA then pairs with the homologous mRNA and destroys it.
THE RISC COMPLEX:
RISC is large(>500kD) RNA multi- protein Binding complex which triggers MRNA degradation in response to MRNA
Unwinding of double stranded Si RNA by ATP independent Helicase
Active component of RISC is Ago proteins( ENDONUCLEASE) which cleave target MRNA.
DICER: endonuclease (RNase Family III)
Argonaute: Central Component of the RNA-Induced Silencing Complex (RISC)
One strand of the dsRNA produced by Dicer is retained in the RISC complex in association with Argonaute
ARGONAUTE PROTEIN :
1.PAZ(PIWI/Argonaute/ Zwille)- Recognition of target MRNA
2.PIWI (p-element induced wimpy Testis)- breaks Phosphodiester bond of mRNA.)RNAse H activity.
MiRNA:
The Double-stranded RNAs are naturally produced in eukaryotic cells during development, and they have a key role in regulating gene expression .
1. Creating False Memories in the
Hippocampus
Katie Strong
December 9, 2013
Liotta Group Meeting
1
“Memory is not all that we are, but almost. We are the entire set of memories that we
acquire. Every one of our memories changes who we are.” – Alcino Silva, Ph.D.
2. “Finding the Engram”
2
An engram is a physical representation or location in the brain of a memory
1920 – 1950
Karl Lashley spent 30 years trying
to find the elusive engram and in
his seminal paper, “In Search for
the Engram,” he concluded that
memories are distributed – not
localized.
1984
Richard Thompson showed that
after conditioning rabbits to fear a
tone with an airpuff to the eye,
removal of just a few hundred
neurons from the interpositus
nucleus (a section of the
cerebellum) led to fear extinction.
Josselyn, S.A. Continuing the search for the engram: examining the mechanism of fear memories.J Psychiatry Neurosci 2010, 35, 221.
Lanshley, K. In Search of the Engram. Symp Soc Exp Biol 1950, 4, 452.
McCormick, D.A.; Thompson, R.F. Cerebellum: essential involvement in the classically conditioned eyelid response. Science 1984, 20, 296.
3. 3
Xu, L. et al. Optogenetic stimulation of a hippocampal engram activates fear memory recall. Nature 2012, 484, 381.
Ramirez, S.; Liu, X.; Lin, P.; Suh, J.; Pignatelli, M.; Redondo, R.L.; Ryan, T.J.; Tonegawa, S. Creating a False Memory in the Hippocampus. Science,
2013, 341, 387.
2012
Susuma Tonegawa labeled and
artificially activated specific
hippocampal dentate gyrus cells,
which lead to a behavioral response
associated with the fear memory of
foot shocking.
2013
Researchers from the Tonegawa lab
next set out to determine if labeling
and “artificially activating a
previously formed contextual
memory engram while delivering foot
shocks can result in the creation of a
false fear memory.”
“Finding the Engram”
4. Labeling dentate gyrus (DG) cells using the Tet-Off System
4Figure adapted from the Tet-Off® and Tet-On® Gene Expression Systems User Manual, ClonTech Laboratories, 2012
Tet-Off Systems: tTA binds to TRE in the absence of DOX, and this leads to
increased expression of the gene of interest.
5. Labeling dentate gyrus (DG) cells using the Tet-Off System
5
Xu, L. et al. Optogenetic stimulation of a hippocampal engram activates fear memory recall. Nature 2012, 484, 381.
Researchers used transgenic c-fos-tTA mice and the gene of interest contained
ChR2, a photosensitive protein that could be activated with light.
• Off Dox, tTA would bind to TRE and promote the expression of ChR2 protein
• On Dox, the binding of tTA to TRE would be inhibited.
Off Dox On Dox
X
6. Labeling dentate gyrus (DG) cells using the Tet-Off System
6
Xu, L. et al. Optogenetic stimulation of a hippocampal engram activates fear memory recall. Nature 2012, 484, 381.
Researchers used transgenic c-fos-tTA mice and the gene of interest contained
ChR2, a photosensitive protein that could be activated with light.
• Off Dox, tTA would bind to TRE and promote the expression of ChR2 protein
• On Dox, the binding of tTA to TRE would be inhibited.
Off Dox On Dox
X
7. Basic Elemental Scheme
7Ramirez, S.; Liu, X.; Lin, P.; Suh, J.; Pignatelli, M.; Redondo, R.L.; Ryan, T.J.; Tonegawa, S. Creating a False Memory in the Hippocampus.
Science, 2013, 341, 387.
Off Dox: Cells are selectively
labeled with ChR2-mCherry, a
photosensitive protein. ChR2-
mCherry is then reactivated
by light during the On Dox
stage.
8. Creation of a False Contextual Fear Memory
8Ramirez, S.; Liu, X.; Lin, P.; Suh, J.; Pignatelli, M.; Redondo, R.L.; Ryan, T.J.; Tonegawa, S. Creating a False Memory in the Hippocampus.
Science, 2013, 341, 387.
9. 9
Creation of a False Contextual Fear Memory
Ramirez, S.; Liu, X.; Lin, P.; Suh, J.; Pignatelli, M.; Redondo, R.L.; Ryan, T.J.; Tonegawa, S. Creating a False Memory in the Hippocampus.
Science, 2013, 341, 387.
10. 10
Distortion of Real and False Memories
False memory interferes with
genuine memory
Memory recall can be induced
for a false memory
Ramirez, S.; Liu, X.; Lin, P.; Suh, J.; Pignatelli, M.; Redondo, R.L.; Ryan, T.J.; Tonegawa, S. Creating a False Memory in the Hippocampus.
Science, 2013, 341, 387.
11. 11
Conditioned Place Avoidance (CPA) Paradigm
Ramirez, S.; Liu, X.; Lin, P.; Suh, J.; Pignatelli, M.; Redondo, R.L.; Ryan, T.J.; Tonegawa, S. Creating a False Memory in the Hippocampus.
Science, 2013, 341, 387.
12. 12Ramirez, S.; Liu, X.; Lin, P.; Suh, J.; Pignatelli, M.; Redondo, R.L.; Ryan, T.J.; Tonegawa, S. Creating a False Memory in the Hippocampus.
Science, 2013, 341, 387.
Conditioned Place Avoidance (CPA) Paradigm
13. 13
True and False Memory Formations Activate Same Amygdala Cell Populations
B’ A’ C
Ramirez, S.; Liu, X.; Lin, P.; Suh, J.; Pignatelli, M.; Redondo, R.L.; Ryan, T.J.; Tonegawa, S. Creating a False Memory in the Hippocampus.
Science, 2013, 341, 387.
The level of c-fos expression in the basolateral
amygdala (BLA) and the central amygdala (CeA), two
regions involved in fear learning and memory, were
measured during the false and natural recall.
14. 14
Creating a False Memory in CA1 cells
Researchers redid the experiments with CA1 cells, instead of DG cells, and found
no formation of a false memory.
Xu, L. et al. Optogenetic stimulation of a hippocampal engram activates fear memory recall. Nature 2012, 484, 381.
Ramirez, S.; Liu, X.; Lin, P.; Suh, J.; Pignatelli, M.; Redondo, R.L.; Ryan, T.J.; Tonegawa, S. Creating a False Memory in the Hippocampus.
Science 2013, 341, 387.
Only after activating a small, specific population of cells did a false memory
occur involving a foot shock – a memory very simplistic compared to our
complex memories and experiences.
15. 15
Similar Mechanism behind False and True Memories
“Whether it’s a false or genuine memory, the brain’s neural mechanism
underlying the recall of the memory is the same” - Susumu Tonegawa, Ph.D.
Trafton, A. Neuroscientists plant false memories in the brain. MIT News (accessed November 2013).
16. 16
Similar Mechanism behind False and True Memories
“Whether it’s a false or genuine memory, the brain’s neural mechanism
underlying the recall of the memory is the same” - Susumu Tonegawa, Ph.D.
How reliable is our memory?
Trafton, A. Neuroscientists plant false memories in the brain. MIT News (accessed November 2013).
DNA Exonerations Nationwide. The Innocence Project (accessed November 2013).
Lacy, J.W.; Stark, C.E. The neuroscience of memory: implications for the courtroom. Nature Reviews Neuroscience 2013, 14, 649.
• 311 people in the United States have been exonerated based on DNA evidence
since 1989, and in 72% of those cases eyewitness misidentification testimony
was the leading reason for a wrongful conviction.
• At many points in the justice system eyewitness testimony can become
distorted, but these eyewitnesses can also become more confident.
• In a mock trial, jurors “recalled” 15% of information that was not stated, but
that could fit a typical crime scene.
• Mock jurors also “recalled” 25.8% of information that was not stated by an
eyewitness, but was implied by the prosecutor in a leading question.
17. 17
State v. Henderson: An Update to Eyewitness Identification and Jury Instructions
Cpgo Wrong, New Jersey Supreme Court Uses Psychological Research to Update Admissibility Standards for Out-of-Court Identifications, 125,
Harv. L. Rev. 1514 (2012).
Rodney Harper and James Womble were celebrating by drinking and smoking
when Harper was shot and Womble was held by the shooter’s armed
accomplice. Womble later identified Larry Henderson as the accomplice 13
days after the murder and Henderson was convicted of first-degree murder.
• During the photo lineup, primary investigators interrupted and encouraged
Womble to make a decision.
• After conviction, Henderson was grated a Wade hearing to determine the
admissibility of the identification. The court then applied the
Manson/Madison test, but found that “nothing in the case was improper,
and certainly nothing that was so suggestive as to result in the likelihood of
misidentification.” The Manson/Madison test considers
• witness' opportunity to view the person at the time of the crime
• witness' degree of attention
• accuracy of the witness' prior description
• level of certainty at the time of the confrontation
• time between the crime and confrontation
18. 18
State v. Henderson: An Update to Eyewitness Identification and Jury Instructions
Reinhart, C. Summary of New Jersey Case on Eyewitness Identification. <http://www.cga.ct.gov/2011/rpt/2011-R-0334.htm> Office of
Legislative Research. (accessed December 2013).
On appeal, the Appellate Division of the Superior Court of New Jersey decided
that the identification procedure was “impermissibly suggestive.” The court ruled
that the legal standard for eyewitness testimony must change because it
• does not offer an adequate measure of reliability
• does not sufficiently deter inappropriate police conduct
• relies too heavily on the jury's ability to evaluate identification evidence.
Now, the initial burden of proof for suggestive evidence lies with the defendant,
and this evidence is usually tied to a systems variable:
• Blind administration
• Pre-identification instructions
• Feedback
• Lineup construction
The state then offers proof that the identification is reliable accounting for
systems and estimator variables:
• Stress and weapon focus
• Witness and perpetrator characteristics
• Race-bias
19. 19
State v. Henderson: An Update to Eyewitness Identification and Jury Instructions
Reinhart, C. Summary of New Jersey Case on Eyewitness Identification. <http://www.cga.ct.gov/2011/rpt/2011-R-0334.htm> Office of Legislative
Research. (accessed December 2013).
Lacy, J.W.; Stark, C.E. The neuroscience of memory: implications for the courtroom. Nature Reviews Neuroscience 2013, 14, 649.
The court can then suppress eyewitness identification if sufficient evidence for
suggestiveness is presented. When evidence is submitted though, tailored jury
instructions must be provided.
20. Should neurocognitive enhancement such as deep brain stimulation (DBS)
or transcranial magnetic stimulation (TMS) be used to enhance the
memory of eyewitnesses since memories are easily manipulated?
20
Neurotechnologies to Improve Eyewitness Memory
Vedder, A.; Klaming, L. Human Enhancement for the Common Good-Using Neurotechnologies to Improve Eyewitness Memory. AJOB
Neuroscience 2010, 1, 22.
Ridding, M.C.; Rothwell, J.C. Is there a future for therapeutic use of transcranial magnetic stimulation? Nature Rev Neurosci 2007, 8, 559.
• Should the safety of the eyewitness come before
justice in a court case?
• Should the privacy of the eyewitness be respected?
• Would all types of cases warrant eyewitness
neurocognitive enhancement or would a selection
process take place?
• If neurocognitive enhancement is not mandatory, is
all testimony equal?
• Should refusing neurocognitive enhancement be
considered obstructing with justice, a punishable
offense?
21. 21
Summary
• Recent neuroscience work that suggests specific memories are contained in a
discrete number of cells also supplements the original idea from Karl Lashley
that a distributed network exists.
• Researchers created a false memory in mice by optogenetically manipulating
a engram-bearing neuron population in the hippocampus, suggesting that
the mechanism for false and real memories is very similar.
• Many people believe that memories are similar to a video recorder, but our
unreliable memories have the potential for unfortunate consequences in
courts of law.
• The New Jersey Supreme Court has recently taken great strides to overcome
the impact of false memories by modifying the standards for eyewitness
evidence and jury instructions.
• Initial research has shown the potential for neurotechnologies in the law, but
enhancing memories of eyewitnesses raises many ethical concerns.
22. Degree of DG Cell Population Overlap during Exposure to Context A and C
22
OR
Cells activated by context A would be labeled with CHR2-mCherry (red)
Cells activated by either context A’ or C would express c-Fos (green)
After second
exposure to A (A’)
After exposure to
novel context C (C)
Ramirez, S.; Liu, X.; Lin, P.; Suh, J.; Pignatelli, M.; Redondo, R.L.; Ryan, T.J.; Tonegawa, S. Creating a False Memory in the Hippocampus.
Science, 2013, 341, 387.
23. Creation of a False Contextual Fear Memory
23Ramirez, S.; Liu, X.; Lin, P.; Suh, J.; Pignatelli, M.; Redondo, R.L.; Ryan, T.J.; Tonegawa, S. Creating a False Memory in the Hippocampus.
Science, 2013, 341, 387.
24. 24
Degree of CA1 cell population overlap
CA1 cell population overlap after two consecutive exposures to context A was
greater than with DG cells. Engrams rely less on population code and more on a
temporal code.
Ramirez, S.; Liu, X.; Lin, P.; Suh, J.; Pignatelli, M.; Redondo, R.L.; Ryan, T.J.; Tonegawa, S. Creating a False Memory in the Hippocampus.
Science 2013, 341, 387.
After second exposure to A (A’) with DG
cells labeled
After second exposure to A (A’) with CA1
cells labeled
OR
Editor's Notes
The great puzzle of memory’s physical embodiment in the brain, Semon asserted, is that whereas an ordinary object reacts to a force only while that force acts upon it, the nervous system is somehow permanently altered and able to show a unique reaction to a long-ago stimulation years later. Consider, for instance, a baby who grabs a dog by the tail and gets bitten: The bite marks heal, but the painful lesson about not grabbing doggy’s tail remains. The capacity for such learning constituted what Semon called the mneme, borrowing the name of the Greek goddess of memory. The practical result of that capacity is what he called the engram, “this permanent change wrought by a stimulus.” If the mneme can be thought of as Semon’s conception of a biological hard drive, the engram is the byte (or, in that baby’s case, bite) of information written onto it.
Karl Lashley spent 30 years trying to find the elusive engram by subjecting rats and monkeys to a series of tasks and then before or after the training, certain parts of the brain were removed and the animals were forced to repeat the tests. Here he mapped the monkey’s brain and then labeled certain visual and motor areas. One example would be that he trained the monkeys to open boxes with a latch and then remove portions of the motor area including parts of the eye field. After the monkeys recovered, they were resubjected to the latch opening test, and the monkeys were able to quickly open the boxes. After 30 years of teaching mice and monkeys various visual and motor task, removing parts of the brain, and watching the animals complete the task, he concluded that specific cell populations are not engrams, but instead a distributed network exists for storing memories. All of these tasks were very complicated – a maze, avoiding a white X in a triangle or not depending in the background of the shape. For 30 more years this was the leading idea in the field until 1984, when in a blink of the eye, Richard Thompson changed the field.
Richard Thompson, now professor emeritus of psychology, biological sciences, and neuroscience at the University of Southern California, trained rabbits in what is called eyeblink conditioning, in which the sound of a musical tone is paired with a puff of air to the eye. (Pavlovian Conditioning 101: The puff of air is the “unconditioned” stimulus, because it requires no experimental conditions to produce a behavioral response, the blink. The tone is the “conditioned” stimulus, because only when it is paired with the puff of air will the animal learn to associate the two, producing what then becomes known as the “conditioned response”: a reflexive blink in response to the tone alone that has been produced through the conditions of the experiment.) Rabbits and cats and learn and retain the eyeblink after removal of the hippocampus, neocortex. In a landmark paper published in Science in 1984, Thompson demonstrated that after he trained rabbits and then surgically removed just a few hundred neurons from the interpositus nucleus (a section of the cerebellum, located near the brain’s base), the animals no longer blinked in response to the tone.
The meaning of Thompson’s finding was clear: He had found an engram encoding the association between the puff of air, the tone, and the eyeblink, showing for the first time that the destruction of one particular set of neurons could wipe out one particular memory. “The whole point,” Thompson told me, “is that the memory is localized. The eyeblink conditioning is stored in a small number of cells in a particular region of the cerebellum.”
When we experience something, say a trip to the park, a memory of the event is stored in a constellation of interconnected neurons in our brains called an "engram," or memory trace. When you recall that trip to the park, neurons in the engram become active. Reactivate those neurons artificially, the theory goes, and you can bring the memory bubbling to the surface of someone's psyche.
Skipping ahead about 30 years and leaving out a lot of seminal work in the field we come to a paper from 2012 from Tonegawa’s group at MIT. Tonegawa showed that activating, instead of abolishing, a specific set of cells in the hippocampus induced a fear response associated a fear memory. This was the first time that activating a set of cells led to a behavioral change linked to memory, adding to the idea that engrams are specific populations of cells.
Then, just early this year, researchers at the same lab took previous research further. Researchers wanted to determine if activating cells associated with one context while delivering a foot shock could result in the formation of a false memory.
The way that researchers did this was to label the dentate gyrus cells using the Tet-Off system.
There are two important portions of the Tet-Off system:
tTA (tetracycline trascriptional activator) – this is a combination of Tet-R, a repressor protein that regulates the genes of Dox-resistance, and VP16, this converts the repressor gene to an activator. In this example, CMV is the promotor: the gene that initiates the entire process. Most transcripitonal activators are DNA binding activators, and this is what happens here with the second important piece:
TRE: tetracycline response element – a response plasmid that responds to the binding of tTA by increasing expression of the gene of interest.
This entire system is based on tetracycline, an antibiotic, but it also works with doxycycline – shown here. In the absence of Dox, this binding takes place, but in the presence of Dox, the binding in inhibited because Dox instead binds to tTA, making it incapable of binding with TRE.
Researchers used this Tet-Off system, but the promoter in this case was c-fos because c-fos-TTA transgenic mice were used and the gene of interest was ChR2. c-fos is significant because this is early gene used as a marker for neuronal activity. So what researcher did was then used these transgenic mice, so that is where the C-fos-tTA comes from and then they injected the mice with an Adeno-associated virus and an optical fiber.
When mice are given Dox (On-Dox): c-fos promoted tTA will bind to the plasmid TRE and this binding will cause expression of the gene of interest, ChR2. Now, where mice are taken off Dox – this binding in inhibited.
When off Dox,
training induces the expression of tTA, which binds to TRE and drives the
expression of ChR2–EYFP, labelling a subpopulation of activated cells (yellow)
in the DG. c
The reason the gene of interest is significant is because ChR2 is photosensitive, so when exposed to light – this protein will turn on and become activated.
Enhanced yellow fluorescent protein is a fluorescent marker.
The only difference between this set-up and the one on the previous slide is the fluorescent marker – EYFP is yellow and mCherry is red. This just makes seeing which cells have been activated easier.
Mice have the surgery to implant the AVV and the optical fiber. At this point, mice are ON DOX so that no cells are labeled with ChR2.
Then mice are taken off Dox and allowed to explore chamber A. The neuronal activity of remembering chamber A induces the expression of c-fos and then because no Dox is present, the c-fos cells would be labeled with Chr2 now.
Then the mice are put back on Dox to prevent any further labeling. Mice are then allowed to explore Chamber B where mice are simultaneously given a footshock and shined with blue light. This blue light activated ChR2 – this links the footshock of Chamber B with the Chr2 labeling in A.
Then mice are returned to chamber A or exposed to a novel context C to measure the freezing.
Here's the brilliant bit. ChR2 is a light-sensitive protein; shine a light on it with the tip of an optical fiber that's been securely implanted in the brain, and cells that express it become activated. The technique – known as "optogenetics" – is among the most useful to emerge in the field of neuroscience in recent memory, and Tonegawa and his colleagues use it here to great effect. By placing the animal in a second, entirely different environment (Chamber B, the red box) and delivering light to the hippocampus, the researchers could reactivate the engram established in Chamber A, forcing the mouse to recall its experience while situated in the entirely novel environment of Chamber B.
When mice were exposed to the A’, levels of freezing were significant. This isn’t just due to generalization because mice only expressing mCherry didn’t freeze significantly. Remember, without the ChR2, those cells would be unaffected by the blue light. Also, the levels of freezing in C were insignificant as well.
Mice were taken off Dox and allowed to explore chamber A. Then put on Dox and allowed to allow chamber C before fear conditioning. Again, this false memory is specific for A because no freezing was seen in C’ Also, the light is necessary to activate the labeled DG cells because no light causes no freezing.
False recall leads to distortion of the real memory, and you can see that the experimental group froze more than the nonexperimental group when put back in Context B
Also, memory recall can be induced for a memory by activating the cells. Wanted to see if this also applied to a false memory, and it does. Recalled the memory by artificially activating the cells.
Taken off Dox and allowed to explore only one side of the chamber, so any cells involved in learning about the chamber are labeled with ChR2.
Put back on Dox to prevent any further labeling and allowed to explore the other side of the chamber.
Fear conditioned in a neutral context with the footshock and blue light
Put in the middle and allowed to choose where to go
At this level of brain activity, he said, “the difference between a mouse and a human is quite small.” In both, memories form in an area of the hippocampus called the dentate gyrus.
Using the same population of cells in the DG to form the false and true memories, and similar cell populations in the amygdala were activated during false and true memory recall.
Wade hearing is hearing to determine if the identification procedure is impermissible. This stems from United States v Wade where is was determined that not having an attorney present at a line-up is a 6th amendment rights violation.
Manson/Madison: the court must determine if (1) if the identification procedure was impermissibly suggestive and (2) if so, whether the procedure resulted in a “very substantial likelihood of irreparable misidentification.” In the second part of the test, the court considers the (1) witness' opportunity to view the
person at the time of the crime, (2) witness' degree of attention, (3) accuracy of the witness' prior description, (4) level of certainty at the time of the confrontation, and (5) time between the crime and confrontation. This was drawn into law in 1977, and science has had many breakthroughs since then.
Manson/Madison: the court must determine if (1) if the identification procedure was impermissibly suggestive and (2) if so, whether the procedure resulted in a “very substantial likelihood of irreparable misidentification.” In the second part of the test, the court considers the (1) witness' opportunity to view the
person at the time of the crime, (2) witness' degree of attention, (3) accuracy of the witness' prior description, (4) level of certainty at the time of the confrontation, and (5) time between the crime and confrontation. This was drawn into law in 1977, and science has had many breakthroughs since then.
Line-up Construction: does the suspect stand out? How many fillers are used? Is the suspect the only person who shows up twice in a photo lineup and alineup.
Members of the general public (n = 1500) and experts (professors with over 10 years of memory research experience).
Jurors need to know if these system or estimator variables were violated and understand things like just because someone is confident, does not mean that they are right.
Using neurotechnologies to improve cognition is referred to as neurocognitive enhancement
DBS: invasive method that implants brain pacemakers that then send an electrical current to the areas where the implantations are
TMS: Noninvasive and uses a coil to produce a magnetic field. This then induces an electrical current in that target area and this current stimulates axons of neurons.
electric current is used routinely by neurosurgeons to define areas that control movements and sensations. However, it is much more difficult to stimulate the brain through the intact skull and scalp because of the high electrical resistance. Large electric currents have to be applied in order for a small proportion to penetrate into the brain, leading to painful contractions of scalp muscles and activation of sensory receptors in the skin. TMS is a method of stimulating the brain through the intact scalp without causing pain at the surface. The stimulator produces a magnetic field of the same size as that of an MRI scanner, but that lasts for only about a millisecond. The magnetic field easily penetrates the scalp and skull, and because it changes so rapidly (from zero to a very high value, then back to zero again in 1 ms), it induces electrical currents in the area of the brain beneath the coil (BOX 1). Effectively the magnetic field ‘carries’ the electrical stimulus across the barrier of the skull and scalp into the brain. The induced current pulse lasts for about 200 μs and is similar in amplitude to that produced by a conventional stimulator applied directly to the surface of the brain. It is thought to activate the axons of neurons in the cortex and subcortical white matter, rather than the cell bodies of cortical neurons (which have a much higher threshold) (BOX 1). The induced electrical stimulus activates a mixture of neurons beneath the coil. Some are local to the area of cortex under the coil, others project axons to or from the site of stimulation; some are excitatory, others inhibitory. The final outcome of such stimulation might be complex and quite unlike the organized patterns of activity that occur in natural behaviours. However, some selectivity arises owing to the fact that different neurons have different thresholds to electrical stimulation. Low stimulation intensities therefore activate a much more limited selection of neurons than higher intensities.
So it turns out that Karl Lashley’s belief in memory as existing in a distributed network is still alive and well; Silva and Josselyn have not overturned it, only supplemented it, showing that some parts of some memories do exist in a discrete number of neurons.
Exposed post-surgery mice to Context A off Dox so c-fos expressed cells could be labeled with ChR2. Then immediately placed back on Dox to prevent further labeling. Half of the cells were then exposed to context A again or a new context, C. Cell activated by the first context A would be labeled with ChR2, but A’ and C would be labeled with c-fos only because at this point, the mice were Off-Dox. You can see that the degree of overlap for c-fos and ChR2 is much greater for A-A’ than A-C.
Mice have the surgery to implant the AVV and the optical fiber. At this point, mice are ON DOX so that no cells are labeled with ChR2.
Then mice are taken off Dox and allowed to explore chamber A. The neuronal activity of remembering chamber A induces the expression of c-fos and then because no Dox is present, the c-fos cells would be labeled with Chr2 now.
Then the mice are put back on Dox to prevent any further labeling. Mice are then allowed to explore Chamber B where mice are simultaneously given a footshock and shined with blue light. This blue light activated ChR2 – this links the footshock of Chamber B with the Chr2 labeling in A.
Then mice are returned to chamber A or exposed to a novel context C to measure the freezing.
In CA1, the cell overlap between the two A contexts was much greater that with the DG cell populations – additional work is necessary, but researchers hypothesized this is because it isn’t necessary a cell population code, but actually a temporal code.
Exposed post-surgery mice to Context A off Dox so c-fos expressed cells could be labeled with ChR2. Then immediately placed back on Dox to prevent further labeling. Half of the cells were then exposed to context A again or a new context, C. Cell activated by the first context A would be labeled with ChR2, but A’ and C would be labeled with c-fos only because at this point, the mice were Off-Dox. You can see that the degree of overlap for c-fos and ChR2 is much greater for A-A’ than A-C.
f Ramirez's study sounds familiar, don't worry; you don't have an implanted memory of it. A study published last year by Aleena Garner and her colleagues at UC San Diego followed a very similar experimental protocol, but failed to see increased freezing in mice re-exposed to either Chamber A or Chamber B. Instead, the mice are believed to have formed what Garner and her team call a "hybrid" memory, one that could only be retrieved by combining "elements of both the... artificial stimulation and the natural sensory cues from the [fear-conditioning environment.]" If either condition were presented independently, the mice would carry on about their business — as though they had forgotten to be afraid.
"A key difference in [Garner's system]," write Ramirez and Xu Liu, first authors on the present paper, is that "cells in the entire forebrain were labeled and reactivated over an extended period by a synthetic ligand." Ramirez and Liu therefore hypothesize that activating neurons across larger areas of the brain and for longer periods of time may favor the formation of a memory "which may not be easily retrievable by the cues associated with each individual memory." In contrast, they argue, activating smaller populations of neurons for shorter periods of time "may favor the formation of two distinct (false and genuine) memories," as observed in the present study.