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1. Novel types of frequency filtering in the lateral perforant path projections to dentate gyrus

   https://doi.org/10.1113/JP283012  

   Quintanilla, Julian ; Jia, Yousheng ; Lauterborn, Julie C. ; Pruess, Benedict S. ; Le, Aliza A. ; Cox, Conor D. ; Gall, Christine M. ; Lynch, Gary ; Gunn, Benjamin G. ( August 2022 , The Journal of Physiology)

   Despite its evident importance to learning theory and models, the manner in which the lateral perforant path (LPP) transforms signals from entorhinal cortex to hippocampus is not well understood. The present studies measured synaptic responses in the dentate gyrus (DG) of adult mouse hippocampal slices during different patterns of LPP stimulation. Theta (5 Hz) stimulation produced a modest within‐train facilitation that was markedly enhanced at the level of DG output. Gamma (50 Hz) activation resulted in a singular pattern with initial synaptic facilitation being followed by a progressively greater depression. DG output was absent after only two pulses. Reducing release probability with low extracellular calcium instated frequency facilitation to gamma stimulation while long‐term potentiation, which increases release by LPP terminals, enhanced within‐train depression. Relatedly, per terminal concentrations of VGLUT2, a vesicular glutamate transporter associated with high release probability, were much greater in the LPP than in CA3–CA1 connections. Attempts to circumvent the potent gamma filter using a series of short (three‐pulse) 50 Hz trains spaced by 200 ms were only partially successful: composite responses were substantially reduced after the first burst, an effect opposite to that recorded in field CA1. The interaction between bursts was surprisingly persistent (>1.0 s). Low calcium improved throughput during theta/gamma activation but buffering of postsynaptic calcium did not. In all, presynaptic specializations relating to release probability produce an unusual but potent type of frequency filtering in the LPP. Patterned burst input engages a different type of filter with substrates that are also likely to be located presynaptically.image

   The lateral perforant path (LPP)–dentate gyrus (DG) synapse operates as a low‐pass filter, where responses to a train of 50 Hz, γ frequency activation are greatly suppressed.

   Activation with brief bursts of γ frequency information engages a secondary filter that persists for prolonged periods (lasting seconds).

   Both forms of LPP frequency filtering are influenced by presynaptic, as opposed to postsynaptic, processes; this contrasts with other hippocampal synapses.

   LPP frequency filtering is modified by the unique presynaptic long‐term potentiation at this synapse.

   Computational simulations indicate that presynaptic factors associated with release probability and vesicle recycling may underlie the potent LPP–DG frequency filtering.

    

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2. Evidence for long-term potentiation in phospholipid membranes

   https://doi.org/10.1073/pnas.2212195119  

   Scott, Haden L. ; Bolmatov, Dima ; Podar, Peter T. ; Liu, Zening ; Kinnun, Jacob J. ; Doughty, Benjamin ; Lydic, Ralph ; Sacci, Robert L. ; Collier, C. Patrick ; Katsaras, John ( December 2022 , Proceedings of the National Academy of Sciences)

   Biological supramolecular assemblies, such as phospholipid bilayer membranes, have been used to demonstrate signal processing via short-term synaptic plasticity (STP) in the form of paired pulse facilitation and depression, emulating the brain’s efficiency and flexible cognitive capabilities. However, STP memory in lipid bilayers is volatile and cannot be stored or accessed over relevant periods of time, a key requirement for learning. Using droplet interface bilayers (DIBs) composed of lipids, water and hexadecane, and an electrical stimulation training protocol featuring repetitive sinusoidal voltage cycling, we show that DIBs displaying memcapacitive properties can also exhibit persistent synaptic plasticity in the form of long-term potentiation (LTP) associated with capacitive energy storage in the phospholipid bilayer. The time scales for the physical changes associated with the LTP range between minutes and hours, and are substantially longer than previous STP studies, where stored energy dissipated after only a few seconds. STP behavior is the result of reversible changes in bilayer area and thickness. On the other hand, LTP is the result of additional molecular and structural changes to the zwitterionic lipid headgroups and the dielectric properties of the lipid bilayer that result from the buildup of an increasingly asymmetric charge distribution at the bilayer interfaces. 

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3. Synaptic plasticity emulation by natural biomaterial honey-CNT-based memristors

   https://doi.org/10.1063/5.0174426  

   Templin, Zoe ; Tanim, Md Mehedi ; Zhao, Feng ( December 2023 , Applied Physics Letters)

   Artificial synaptic devices made from natural biomaterials capable of emulating functions of biological synapses, such as synaptic plasticity and memory functions, are desirable for the construction of brain-inspired neuromorphic computing systems. The metal/dielectric/metal device structure is analogous to the pre-synapse/synaptic cleft/post-synapse structure of the biological neuron, while using natural biomaterials promotes ecologically friendly, sustainable, renewable, and low-cost electronic devices. In this work, artificial synaptic devices made from honey mixed with carbon nanotubes, honey-carbon nanotube (CNT) memristors, were investigated. The devices emulated spike-timing-dependent plasticity, with synaptic weight as high as 500%, and demonstrated a paired-pulse facilitation gain of 800%, which is the largest value ever reported. 206-level long-term potentiation (LTP) and long-term depression (LTD) were demonstrated. A conduction model was applied to explain the filament formation and dissolution in the honey-CNT film, and compared to the LTP/LTD mechanism in biological synapses. In addition, the short-term and long-term memory behaviors were clearly demonstrated by an array of 5 × 5 devices. This study shows that the honey-CNT memristor is a promising artificial synaptic device technology for applications in sustainable neuromorphic computing.

    

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4. Developmental onset of enduring long‐term potentiation in mouse hippocampus

   https://doi.org/10.1002/hipo.23257  

   Ostrovskaya, Olga I. ; Cao, Guan ; Eroglu, Cagla ; Harris, Kristen M. ( September 2020 , Hippocampus)

   Analysis of long‐term potentiation (LTP) provides a powerful window into cellular mechanisms of learning and memory. Prior work shows late LTP (L‐LTP), lasting >3 hr, occurs abruptly at postnatal day 12 (P12) in thestratum radiatumof rat hippocampal area CA1. The goal here was to determine the developmental profile of synaptic plasticity leading to L‐LTP in the mouse hippocampus. Two mouse strains and two mutations known to affect synaptic plasticity were chosen: C57BL/6J andFmr1^−/yon the C57BL/6J background, and 129SVE andHevin^−/−(Sparcl1^−/−) on the 129SVE background. Like rats, hippocampal slices from all of the mice showed test pulse‐induced depression early during development that was gradually resolved with maturation by 5 weeks. All the mouse strains showed a gradual progression between P10‐P35 in the expression of short‐term potentiation (STP), lasting ≤1 hr. In the 129SVE mice, L‐LTP onset (>25% of slices) occurred by 3 weeks, reliable L‐LTP (>50% slices) was achieved by 4 weeks, andHevin^−/−advanced this profile by 1 week. In the C57BL/6J mice, L‐LTP onset occurred significantly later, over 3–4 weeks, and reliability was not achieved until 5 weeks. Although some of theFmr1^−/ymice showed L‐LTP before 3 weeks, reliable L‐LTP also was not achieved until 5 weeks. L‐LTP onset was not advanced in any of the mouse genotypes by multiple bouts of theta‐burst stimulation at 90 or 180 min intervals. These findings show important species differences in the onset of STP and L‐LTP, which occur at the same age in rats but are sequentially acquired in mice.

    

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5. Optoelectronic synapse using monolayer MoS2 field effect transistors

   https://doi.org/10.1038/s41598-020-78767-4  

   Islam, Molla Manjurul ; Dev, Durjoy ; Krishnaprasad, Adithi ; Tetard, Laurene ; Roy, Tania ( December 2020 , Scientific Reports)

   null (Ed.)

   Abstract Optical data sensing, processing and visual memory are fundamental requirements for artificial intelligence and robotics with autonomous navigation. Traditionally, imaging has been kept separate from the pattern recognition circuitry. Optoelectronic synapses hold the special potential of integrating these two fields into a single layer, where a single device can record optical data, convert it into a conductance state and store it for learning and pattern recognition, similar to the optic nerve in human eye. In this work, the trapping and de-trapping of photogenerated carriers in the MoS 2 /SiO 2 interface of a n-channel MoS 2 transistor was employed to emulate the optoelectronic synapse characteristics. The monolayer MoS 2 field effect transistor (FET) exhibits photo-induced short-term and long-term potentiation, electrically driven long-term depression, paired pulse facilitation (PPF), spike time dependent plasticity, which are necessary synaptic characteristics. Moreover, the device’s ability to retain its conductance state can be modulated by the gate voltage, making the device behave as a photodetector for positive gate voltages and an optoelectronic synapse at negative gate voltages. 

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