What is the difference between declarative and non-declarative memory?
Declarative memory
conscious
Episodic memory: memories of specific events (remember last birthday); involves temporal (when?) and spatial (where?) encoding
Semantic memory: general knowledge and facts (Knowing capital of country); from accumulated episodic memories that lose their temporal and spatial details over time
Non-Declarative memory
implicit, does not require consciousness
often involves learned behaviors or responses
What are the main stages and time scales of memory?
Encoding - converting sensory input into form that can be stored
e.g Read sentence and associating with prior experience
Storage - retention (Speicherung) of encoded information over time (temporarily or permanently)
Short-term storage -> sec to minutes (working memory)
Long-term storage -> days, months, life-time
Consolidation: process, STS stabilized to LTS
e.g Memorize a phone number temporarily (STS) or recalling childhood memories (LTS)
Retrieval - accessing stored information to use it
e.g Recall a friend's name when seeing after long time
What is the case of HM and its role of hippocampus?
underwent surgery for epilepsy -> removed hippocampus
—> could not form new long-term memories, but long-term memories before surgery was intact
hippocampus critical for making short-term memory in long-term memory
What are the stages of storing and retrieving memory?
Encoding
new memories rapidly stored in hippocampus
different attributes (visual, auditory, spatial) linked together
Retrieval before Consolidation
memory traces not fullly transferred (-> memory retrieval relies on hippocampus)
Retrieval after Consolidation
memory consolidated in neocortex (-> retrieval does not depend on hippocampus)
—> Hippocampus is intermediate memory used to train neocortex
What is the Mnemonic technique?
effortless memorization of extremly long lists, tables, …
mainly via mental travel and imagery (e.g walking route in hometown)
What is the Path Integration Strategy?
navigation strategy -> animals compute position relative to starting point by integrating directional and distance cues
e.g Ant : use path integration to naviagte btw nest and food source
Key Mechanisms:
Counting Steps to estimate distance
Optic Flow of surroundings to track speed + direction
Orientation to Light for directional cues
Limitations:
imprecise measurements
can only store 2 locations (goal, home)
What is Allocentric + Path Integration Navigation?
And what is its advantage to only Path Integration?
uses external reference points to form a cognitive map
animals revisit same place multiple times and share experiences to build stable, allocentric map
Path Integration: navigation relies only on internal cues (steps, optic flow,…)
-> Episodic memory (Self-referenced)
Allocentric Navigation: combines external landmarks to form reliable cognitive map, enabling robust spatial understanding
-> Semantic memory (allocentric)
How is the order of information flow in the hippocampus?
= trisynaptic circuit
Input from entorhinal cortex via Perforant Pathway
Dentated Gyrus
CA3 via Mossy Fibers
CA1 via Schaffer collaterals
Long-term Potentiation in Hippcompus.
Stimuli to Schaffer collateral Pathway, which can vary in intensity
1 Train: produces early-LTP (shorter-lasting potentiation)
4 Trains: produces late-LTP (longer-lasting potentiation)
—> measures EPSP in CA1 region
EPSP slope (y-axis) = strength of synaptic response
Early LTP = increase in synaptic strenght, but decays over time -> can induce short-term synaptic changes, insufficient for longer
Late LTP = increase in synaptic strenght, remains stable over time -> repeated stimualtion induces stronger and long-lasting synaptic plasticity -> long-term memory formation
How does Hebbian Learning depend on LTP?
LTP depends on NMDA-receptors (act as coincidence detectors)
for LTP to occur, must be simultaneous activation of:
Presynaptic neuron: Releases glutamate (excitatroy neurotransmitter)
Postsynaptic neuron: must be depolarized at same time
-> synchronization curcial for strenghtening synaptic connections
increase Ca+ levels lead to recruitment of more AMPA receptors
—> synapse more responsive to future stimulation
What are some animal paradigms for understanding how they navigate, learn and remember spatial environemtns?
Morris Water Maze: long-term spatial memory
Radial Arm Maze: integration of reference and working memory
T-Maze: working memory and decision-making
In which frequency-bands can the wide-band extracellular signals be divided?
High-Frequency band (>500 Hz)
represents spikes from local, single or small clusters of neurons
—> study single-unit or multi-unit activity
Low-Frequency band (<300 Hz)
represents Local Field Potentials (LFPs)
measure synchronous synaptic activity from upstream projections
—> study network-level activity
How are high-frequency spikes and low-frequency LFPs separated from wide-band extracellular signals?
High-pass filters isolate spikes by removing lower frequencies
Low-pass filters capture LFPs by filtering out higher frequencies
How can we make extracellular recordings of single neurons in freely moving rats?
cant distinguish spikes from multiple distinct neurons
small tip size -> smaller surface area -> high impedance
—> better isolation and recording
recording in freely moving animals via long cables requires preamplification: increases strength of weak signals, compensating for losses
What is the tuning curve?
represents how neurons respond to different values of specific feature (e.g orientation of bar) -> peak = neurons preferred feature
in primary sensory cortex
What are hippocampal place cells?
specialized neurons that fire when animal is in specific location
no topography
spatial tuning curve
no locking to stimulus
global synchronous oscillation
How can you decode an animal’s location when measuring neural activity?
by analyzing activity of place cells
place cells fire when in specific location in certain ‘place fields’ (spatial location) -> recordings to detect firing patterns
each place cells associated with unique area in env -> forming spatial map
researchers measure neural activity -> find out where animal is
How does the position of electrode influences waveform?
bc electrical field generated by neuronal activity propagates differnetly through extracellular space
electrodes near soma -> higher amplitudes
near dendrites/soma -> attenuated or inverted spikes
What is a tetrode?
How does it enable recording of multiple single neurons?
specialized electrode, composed of four thin wires twisted together
by detecting signals with varying amplitudes across channels
-> precise differentiation of neuronal signals through clustering on waveform features
What are some advatantages of silicon probes?
precise electrode size and spacing design
high reproducability
much higher electrode count than metal mircorwire
smaller electrode array size
precise location
lienar and 3D arrays can be built
What are some types of microdrives?
to precisely position silicon probes for chronic neural recordings in experiments
Cambridge Nanotech Microdrive
NeuroNexus eDrive -
NeuroNexus nDrive
What are critical parameters of microdrives used for silicon-probe delivery in chronic experiments?
total Travel Distance (3-6mm)
-> positioning of probes across desired brain areas
minimum step Distance (100-200μm)
-> precise -> optimal targeting of neural structures
smooth Movement of Shuttle
-> delicate placement and minimizes tissue damage
Mechanical Stability
What is attractor dynamics and what is their role in neural representation?
ability of neural systems to stabilize into specific activity patterns (attractors) -> represent self-organizing and self-sustaining states
Key functions:
Pattern Completion - system restores output from partial inputs
Pattern Separation - differntiates similar patterns -> distinct outputs for similar inputs
What is the role of head-direction cells and place cells in path integration?
Head-direction cells
neurons that fire based on animal’s head orientation -> firing rates accoriding to specific direction
-> enable animal to updates its position continously as it moves through environment
animal moves head -> ‚compass‘ looks in new direction
Place cells
represent animal’s position as stable firing patterns linked to specific spatial locations
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