scholarly journals Detection of M-Sequences from Spike Sequence in Neuronal Networks

2012 ◽  
Vol 2012 ◽  
pp. 1-9 ◽  
Author(s):  
Yoshi Nishitani ◽  
Chie Hosokawa ◽  
Yuko Mizuno-Matsumoto ◽  
Tomomitsu Miyoshi ◽  
Hajime Sawai ◽  
...  
Keyword(s):  
Action Potentials ◽  
Hippocampal Neurons ◽  
Neuronal Networks ◽  
Linear Feedback ◽  
Pseudorandom Sequence ◽  
Spike Sequences ◽  
Significant Difference ◽  
M Sequence ◽  
Maximum Period ◽  
M Sequences

In circuit theory, it is well known that a linear feedback shift register (LFSR) circuit generates pseudorandom bit sequences (PRBS), including an M-sequence with the maximum period of length. In this study, we tried to detect M-sequences known as a pseudorandom sequence generated by the LFSR circuit from time series patterns of stimulated action potentials. Stimulated action potentials were recorded from dissociated cultures of hippocampal neurons grown on a multielectrode array. We could find several M-sequences from a 3-stage LFSR circuit (M3). These results show the possibility of assembling LFSR circuits or its equivalent ones in a neuronal network. However, since the M3 pattern was composed of only four spike intervals, the possibility of an accidental detection was not zero. Then, we detected M-sequences from random spike sequences which were not generated from an LFSR circuit and compare the result with the number of M-sequences from the originally observed raster data. As a result, a significant difference was confirmed: a greater number of “0–1” reversed the 3-stage M-sequences occurred than would have accidentally be detected. This result suggests that some LFSR equivalent circuits are assembled in neuronal networks.

Biomodeling System - Interaction Between Living Neuronal Networks and the Outer World

2007 ◽  
Vol 19 (5) ◽  
pp. 592-600 ◽  
Author(s):  
Suguru N. Kudoh ◽  
◽  
Chie Hosokawa ◽  
Ai Kiyohara ◽  
Takahisa Taguchi ◽  
...  
Keyword(s):  
Information Processing ◽  
Neuronal Network ◽  
Action Potentials ◽  
Hippocampal Neurons ◽  
Neuronal Networks ◽  
Biological Information ◽  
Culture Dish ◽  
Outer World ◽  
Intelligent Information ◽  
Instinctive Behavior

Rat hippocampal neurons reorganized into complex networks in a culture dish with 64 planar microelectrodes and the electrical activity of neurons were recorded from individual sites. Multi-site recording system for extracellular action potentials was used for recording the activity of living neuronal networks and for applying input from the outer world to the network. The living neuronal network was able to distinguish among patterns of evoked action potentials based on different input, suggesting that the living neuronal network can express several pattern independently, meaning that it has fundamental mechanisms for intelligent information processing. We are developing a “biomodeling system,” in which a living neuronal network is connected to a moving robot with premised control rules corresponding to a genetically provided interface of neuronal networks to peripheral systems. Premised rules are described in fuzzy logic and the robot can generate instinctive behavior, avoiding collision. Sensor input from the robot body was sent to a neuronal network, and the robot moved based on commands from the living neuronal network. This is a good modeling system to analyze interaction between biological information processing and electrical devices.

scholarly journals Finding Non-liner Register on Binary M-Sequence Generating Binary Multiplication Sequence

2021 ◽  
Vol 3 (2) ◽  
Author(s):  
Ahmad Al Cheikha ◽  
Diana Mokayes
Keyword(s):  
Binary Sequence ◽  
Shift Register ◽  
Linear Feedback ◽  
Nonlinear Feedback ◽  
Current Time ◽  
Linear Sequence ◽  
M Sequence ◽  
Nonlinear Feedback Shift Register ◽  
Feedback Shift Register ◽  
M Sequences

In the current time there is an important problem that is for a received linear or nonlinear binary sequence {zn} how we can find the nonlinear feedback shift register and its linear equivalent which generate this sequence. The linear orthogonal sequences, special M-Sequences, play a big role in these methods for solving this problem. In the current research trying give illuminations about the methods which are very useful for solving this problem under short sequences, and study these methods for finding the nonlinear feedback shift register of a multiplication sequence and its linear equivalent feedback shift register of a received multiplication binary sequence{zn} where the multiplication on h degrees of a binary linear sequence {an}, or finding the equivalent linear feedback shift register of {zn}, where the sequence {zn}of the form M-sequence, and these methods are very effectively. We can extend these methods for the large sequences using programming and modern computers with large memory.

Computational and In-Vitro Validation of Natural Molecules as Potential Acetylcholinesterase Inhibitors and Neuroprotective Agents

2019 ◽  
Vol 16 (2) ◽  
pp. 116-127 ◽  
Author(s):  
Ashwani Kumar ◽  
Vineet Mehta ◽  
Utkarsh Raj ◽  
Pritish Kumar Varadwaj ◽  
Malairaman Udayabanu ◽  
...  
Keyword(s):  
In Silico ◽  
Hippocampal Neurons ◽  
Symptomatic Relief ◽  
In Vitro Assays ◽  
Disease Modifying Drugs ◽  
In Silico Docking ◽  
Ache Inhibitors ◽  
Significant Difference ◽  
Disease Modifying

Background: Cholinesterase inhibitors are the first line of therapy for the management of Alzheimer’s disease (AD), however, it is now established that they provide only temporary and symptomatic relief, besides, having several inherited side-effects. Therefore, an alternative drug discovery method is used to identify new and safer ‘disease-modifying drugs’. Methods: Herein, we screened 646 small molecules of natural origin having reported pharmacological and functional values through in-silico docking studies to predict safer neuromodulatory molecules with potential to modulate acetylcholine metabolism. Further, the potential of the predicted molecules to inhibit acetylcholinesterase (AChE) activity and their ability to protect neurons from degeneration was determined through in-vitro assays. Results: Based on in-silico AChE interaction studies, we predicted quercetin, caffeine, ascorbic acid and gallic acid to be potential AChE inhibitors. We confirmed the AChE inhibitory potential of these molecules through in-vitro AChE inhibition assay and compared results with donepezil and begacestat. Herbal molecules significantly inhibited enzyme activity and inhibition for quercetin and caffeine did not show any significant difference from donepezil. Further, the tested molecules did not show any neurotoxicity against primary (E18) hippocampal neurons. We observed that quercetin and caffeine significantly improved neuronal survival and efficiently protected hippocampal neurons from HgCl2 induced neurodegeneration, which other molecules, including donepezil and begacestat, failed to do. Conclusion: Quercetin and caffeine have the potential as “disease-modifying drugs” and may find application in the management of neurological disorders such as AD.

scholarly journals Zinc Enhances the Inhibitory Effects of Strychnine-Sensitive Glycine Receptors in Mouse Hippocampal Neurons

2007 ◽  
Vol 98 (6) ◽  
pp. 3666-3676 ◽  
Author(s):  
Hai Xia Zhang ◽  
Liu Lin Thio
Keyword(s):  
Action Potential ◽  
Action Potentials ◽  
Hippocampal Neurons ◽  
Neuronal Excitability ◽  
Hippocampal Slices ◽  
Glycine Receptors ◽  
Inhibitory Effects ◽  
Action Potential Firing ◽  
Embryonic Mouse ◽  
Potential Firing

Although extracellular Zn2+ is an endogenous biphasic modulator of strychnine-sensitive glycine receptors (GlyRs), the physiological significance of this modulation remains poorly understood. Zn2+ modulation of GlyR may be especially important in the hippocampus where presynaptic Zn2+ is abundant. Using cultured embryonic mouse hippocampal neurons, we examined whether 1 μM Zn2+, a potentiating concentration, enhances the inhibitory effects of GlyRs activated by sustained glycine applications. Sustained 20 μM glycine (EC25) applications alone did not decrease the number of action potentials evoked by depolarizing steps, but they did in 1 μM Zn2+. At least part of this effect resulted from Zn2+ enhancing the GlyR-induced decrease in input resistance. Sustained 20 μM glycine applications alone did not alter neuronal bursting, a form of hyperexcitability induced by omitting extracellular Mg2+. However, sustained 20 μM glycine applications depressed neuronal bursting in 1 μM Zn2+. Zn2+ did not enhance the inhibitory effects of sustained 60 μM glycine (EC70) applications in these paradigms. These results suggest that tonic GlyR activation could decrease neuronal excitability. To test this possibility, we examined the effect of the GlyR antagonist strychnine and the Zn2+ chelator tricine on action potential firing by CA1 pyramidal neurons in mouse hippocampal slices. Co-applying strychnine and tricine slightly but significantly increased the number of action potentials fired during a depolarizing current step and decreased the rheobase for action potential firing. Thus Zn2+ may modulate neuronal excitability normally and in pathological conditions such as seizures by potentiating GlyRs tonically activated by low agonist concentrations.

Effectiveness of Single-surface ART Restorations in the Permanent Dentition: A Meta-analysis

2004 ◽  
Vol 83 (2) ◽  
pp. 120-123 ◽  
Author(s):  
J.E. Frencken ◽  
M.A. van ’t Hof ◽  
W.E. van Amerongen ◽  
C.J. Holmgren
Keyword(s):  
Randomized Clinical Trials ◽  
Meta Analysis ◽  
Permanent Teeth ◽  
Atraumatic Restorative Treatment ◽  
Restorative Treatment ◽  
The Past ◽  
Significant Difference ◽  
Maximum Period ◽  
Amalgam Restorations ◽  
Late Group

Over the past few years, there has been an increase in the number of studies reporting on various aspects of the Atraumatic Restorative Treatment (ART) approach. Five randomized clinical trials in which ART restorations with glass ionomers were compared with amalgam restorations in permanent teeth for a maximum period of 3 yrs constituted the database. This meta-analysis divided the publications into ‘early’ (1987–1992) and ‘late’ (1995-) studies on the basis of improvements in the approach. The analysis showed that, in the ‘early’ studies, single-surface amalgam restorations survived statistically significantly longer than comparable ART restorations after 1, 2, and 3 yrs. This trend did not continue into the late group of studies; no statistically significant difference between the 2 types of restorations was found. Based on the available data, it appears that there is no difference in survival results between single-surface ART restorations and amalgam restorations in permanent teeth over the first 3 yrs.

Effect of Lamotrigine on the Ca2+-Sensing Cation Current in Cultured Hippocampal Neurons

2001 ◽  
Vol 86 (5) ◽  
pp. 2520-2526 ◽  
Author(s):  
Zhi-Gang Xiong ◽  
Xiang-Ping Chu ◽  
J. F. MacDonald
Keyword(s):  
Action Potentials ◽  
Hippocampal Neurons ◽  
Neuronal Excitability ◽  
Membrane Depolarization ◽  
Slow Inward Current ◽  
Calcium Sensing ◽  
Cation Current ◽  
Imaging Experiment ◽  
Intracellular Ca ◽  
Cultured Hippocampal Neurons

Concentrations of extracellular calcium ([Ca2+]e) in the CNS decrease substantially during seizure activity. We have demonstrated previously that decreases in [Ca2+]e activate a novel calcium-sensing nonselective cation (csNSC) channel in hippocampal neurons. Activation of csNSC channels is responsible for a sustained membrane depolarization and increased neuronal excitability. Our study has suggested that the csNSC channel is likely involved in generating and maintaining seizure activities. In the present study, the effects of anti-epileptic agent lamotrigine (LTG) on csNSC channels were studied in cultured mouse hippocampal neurons using patch-clamp techniques. At a holding potential of −60 mV, a slow inward current through csNSC channels was activated by a step reduction of [Ca2+]e from 1.5 to 0.2 mM. LTG decreased the amplitude of csNSC currents dose dependently with an IC50 of 171 ± 25.8 (SE) μM. The effect of LTG was independent of membrane potential. In the presence of 300 μM LTG, the amplitude of csNSC current was decreased by 31 ± 3% at −60 mV and 29 ± 2.9% at +40 mV ( P > 0.05). LTG depressed csNSC current without affecting the potency of Ca2+ block of the current (IC50 for Ca2+block of csNSC currents in the absence of LTG: 145 ± 18 μM; in the presence of 300 μM LTG: 136 ± 10 μM. n = 5, P > 0.05). In current-clamp recordings, activation of csNSC channel by reducing the [Ca2+]e caused a sustained membrane depolarization and an increase in the frequency of spontaneous firing of action potentials. LTG (300 μM) significantly inhibited csNSC channel-mediated membrane depolarization and the excitation of neurons. Fura-2 ratiometric Ca2+imaging experiment showed that LTG also inhibited the increase in intracellular Ca2+ concentration induced by csNSC channel activation. The effect of LTG on csNSC channels may partially contribute to its broad spectrum of anti-epileptic actions.

scholarly journals Flexible theta sequence compression mediated via phase precessing interneurons

eLife ◽  
2016 ◽  
Vol 5 ◽  
Author(s):  
Angus Chadwick ◽  
Mark CW van Rossum ◽  
Matthew F Nolan
Keyword(s):  
Action Potentials ◽  
High Capacity ◽  
Theta Oscillations ◽  
Sequence Generation ◽  
Spike Sequences ◽  
Theta Frequency ◽  
Neural Substrate ◽  
Hippocampal Theta ◽  
Novel Model ◽  
Sequence Compression

Encoding of behavioral episodes as spike sequences during hippocampal theta oscillations provides a neural substrate for computations on events extended across time and space. However, the mechanisms underlying the numerous and diverse experimentally observed properties of theta sequences remain poorly understood. Here we account for theta sequences using a novel model constrained by the septo-hippocampal circuitry. We show that when spontaneously active interneurons integrate spatial signals and theta frequency pacemaker inputs, they generate phase precessing action potentials that can coordinate theta sequences in place cell populations. We reveal novel constraints on sequence generation, predict cellular properties and neural dynamics that characterize sequence compression, identify circuit organization principles for high capacity sequential representation, and show that theta sequences can be used as substrates for association of conditioned stimuli with recent and upcoming events. Our results suggest mechanisms for flexible sequence compression that are suited to associative learning across an animal’s lifespan.

scholarly journals Independent theta phase coding accounts for CA1 population sequences and enables flexible remapping

eLife ◽  
2015 ◽  
Vol 4 ◽  
Author(s):  
Angus Chadwick ◽  
Mark CW van Rossum ◽  
Matthew F Nolan
Keyword(s):  
Traveling Wave ◽  
Action Potentials ◽  
Theta Rhythm ◽  
Place Cells ◽  
Population Activity ◽  
Phase Coding ◽  
Synaptic Interactions ◽  
Spike Sequences ◽  
Rate Coding ◽  
Theta Phase

Hippocampal place cells encode an animal's past, current, and future location through sequences of action potentials generated within each cycle of the network theta rhythm. These sequential representations have been suggested to result from temporally coordinated synaptic interactions within and between cell assemblies. Instead, we find through simulations and analysis of experimental data that rate and phase coding in independent neurons is sufficient to explain the organization of CA1 population activity during theta states. We show that CA1 population activity can be described as an evolving traveling wave that exhibits phase coding, rate coding, spike sequences and that generates an emergent population theta rhythm. We identify measures of global remapping and intracellular theta dynamics as critical for distinguishing mechanisms for pacemaking and coordination of sequential population activity. Our analysis suggests that, unlike synaptically coupled assemblies, independent neurons flexibly generate sequential population activity within the duration of a single theta cycle.

Contribution of Nav1.8 Sodium Channels to Action Potential Electrogenesis in DRG Neurons

2001 ◽  
Vol 86 (2) ◽  
pp. 629-640 ◽  
Author(s):  
Muthukrishnan Renganathan ◽  
Theodore R. Cummins ◽  
Stephen G. Waxman
Keyword(s):  
Action Potential ◽  
Sodium Channels ◽  
Action Potentials ◽  
Input Resistance ◽  
Resting Membrane Potential ◽  
Drg Neurons ◽  
Significant Difference ◽  
Steady State Inactivation ◽  
Current Threshold

C-type dorsal root ganglion (DRG) neurons can generate tetrodotoxin-resistant (TTX-R) sodium-dependent action potentials. However, multiple sodium channels are expressed in these neurons, and the molecular identity of the TTX-R sodium channels that contribute to action potential production in these neurons has not been established. In this study, we used current-clamp recordings to compare action potential electrogenesis in Nav1.8 (+/+) and (−/−) small DRG neurons maintained for 2–8 h in vitro to examine the role of sodium channel Nav1.8 (α-SNS) in action potential electrogenesis. Although there was no significant difference in resting membrane potential, input resistance, current threshold, or voltage threshold in Nav1.8 (+/+) and (−/−) DRG neurons, there were significant differences in action potential electrogenesis. Most Nav1.8 (+/+) neurons generate all-or-none action potentials, whereas most of Nav1.8 (−/−) neurons produce smaller graded responses. The peak of the response was significantly reduced in Nav1.8 (−/−) neurons [31.5 ± 2.2 (SE) mV] compared with Nav1.8 (+/+) neurons (55.0 ± 4.3 mV). The maximum rise slope was 84.7 ± 11.2 mV/ms in Nav1.8 (+/+) neurons, significantly faster than in Nav1.8 (−/−) neurons where it was 47.2 ± 1.3 mV/ms. Calculations based on the action potential overshoot in Nav1.8 (+/+) and (−/−) neurons, following blockade of Ca2+ currents, indicate that Nav1.8 contributes a substantial fraction (80–90%) of the inward membrane current that flows during the rising phase of the action potential. We found that fast TTX-sensitive Na+ channels can produce all-or-none action potentials in some Nav1.8 (−/−) neurons but, presumably as a result of steady-state inactivation of these channels, electrogenesis in Nav1.8 (−/−) neurons is more sensitive to membrane depolarization than in Nav1.8 (+/+) neurons, and, in the absence of Nav1.8, is attenuated with even modest depolarization. These observations indicate that Nav1.8 contributes substantially to action potential electrogenesis in C-type DRG neurons.

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