Episodic memories are rich in sensory information and often contain integrated information from different sensory modalities. For instance, we can store memories of a recent concert with visual and auditory impressions being integrated in one episode. Theta oscillations have recently been implicated in playing a causal role synchronizing and effectively binding the different modalities together in memory. However, an open question is whether momentary fluctuations in theta synchronization predict the likelihood of associative memory formation for multisensory events. To address this question we entrained the visual and auditory cortex at theta frequency (4 Hz) and in a synchronous or asynchronous manner by modulating the luminance and volume of movies and sounds at 4 Hz, with a phase offset at 0° or 180°. EEG activity from human subjects (both sexes) was recorded while they memorized the association between a movie and a sound. Associative memory performance was significantly enhanced in the 0° compared with the 180° condition. Source-level analysis demonstrated that the physical stimuli effectively entrained their respective cortical areas with a corresponding phase offset. The findings suggested a successful replication of a previous study (Clouter et al., 2017). Importantly, the strength of entrainment during encoding correlated with the efficacy of associative memory such that small phase differences between visual and auditory cortex predicted a high likelihood of correct retrieval in a later recall test. These findings suggest that theta oscillations serve a specific function in the episodic memory system: binding the contents of different modalities into coherent memory episodes. How multisensory experiences are bound to form a coherent episodic memory representation is one of the fundamental questions in human episodic memory research. Evidence from animal literature suggests that the relative timing between an input and theta oscillations in the hippocampus is crucial for memory formation. We precisely controlled the timing between visual and auditory stimuli and the neural oscillations at 4 Hz using a multisensory entrainment paradigm. Human associative memory formation depends on coincident timing between sensory streams processed by the corresponding brain regions. We provide evidence for a significant role of relative timing of neural theta activity in human episodic memory on a single-trial level, which reveals a crucial mechanism underlying human episodic memory.
Animal studies suggest that the strength of synaptic modification depends on spike timing between pre- and post-synaptic neurons on the order of tens of milliseconds, which is termed spike-timing-dependent plasticity (STDP). However, evidence for STDP in human episodic memory is lacking. We investigated this using rhythmic sensory stimulation to drive visual and auditory cortices at 37.5 Hz with four phase offsets. Visual relative to auditory cued recall accuracy was significantly enhanced in the 90 degree condition since the visual stimulus led at the shortest delay (6.67 ms). This pattern was reversed in the 270 degree condition when the auditory stimulus led the shortest delay. Within cue modality, recall was enhanced when a stimulus of the corresponding modality led the shortest delay as compared to the longest delay (20 ms). Our findings provide novel evidence for STDP in human memory, which builds an important bridge from in-vitro studies in animals to human behaviour.
Rodent studies suggest that spike timing relative to hippocampal theta activity determines whether potentiation or depression of synapses arise. Such changes also depend on spike timing between pre- and post-synaptic neurons, known as spike-timing-dependent plasticity (STDP). STDP, together with theta-phase-dependent learning, has inspired several computational models of learning and memory. However, evidence to elucidate how these mechanisms directly link to human episodic memory is lacking. In a computational model, we modulate long-term potentiation (LTP) and long-term depression (LTD) of STDP, by opposing phases of a simulated theta rhythm. We fit parameters to a hippocampal cell culture study in which LTP and LTD were observed to occur in opposing phases of a theta rhythm. Further, we modulated two inputs by cosine waves with synchronous and asynchronous phase offsets and replicate key findings in human episodic memory. Learning advantage was found for the synchronous condition, as compared to the asynchronous conditions, and was specific to theta modulated inputs. Importantly, simulations with and without each mechanism suggest that both STDP and theta-phase-dependent plasticity are necessary to replicate the findings. Together, the results indicate a role for circuit-level mechanisms, which bridges the gap between slice preparation studies and human memory.Author SummaryLong-lasting changes in synaptic connectivity between neurons have been suggested to support learning and memory processes at the cellular level in the brain. Such synaptic modifications depend on synchronous activation of neurons, which leads to generate brain oscillations. Human memory studies focus on the relationships between brain oscillations and memory processes. Direct evidence on how the cellular mechanism links to human memory behaviour is lacking. To investigate the direct link between synaptic plasticity mechanisms and human memory formation, we built a computational neural network that implements two synaptic plasticity mechanisms, which are well-established in the rodents’ hippocampus. One mechanism shows that strengthening or weakening in synaptic connectivity depends on the phases of ongoing brain oscillation at theta frequency (4 – 8 Hz), which is a dominant signal in the hippocampus. The other mechanism suggests that synaptic modification depends on the precise timing of action potentials between two neurons. Our model successfully reproduces results from rodents, as well as several human episodic memory studies which demonstrated that human associative memory performance depends on phase synchronisation in theta frequency. These findings suggest a link between specific learning mechanisms at cellular level and human memory behaviour.
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