The neural signal of the human body directly represents the meaning of the human body. The study of neural signals provides a way to understand and recognize the human body. The nerve signal has the same characteristics as the other biological signals of the human body, and has its own unique features. According to neurobiology research, the neural signal is a pulse-like electrical signal with a frequency of about 1 kHz and a high frequency of 10 kHz. For example, a bunch of motor nerves that control muscles, when an impulse potential signal arrives, the muscle fibers contract, and the strength of the contraction differs according to the frequency of nerve impulses. Learning and memory are an important area of research, not only because they govern the normal behavior of humans, but also because they play an important role in the diseases and disorders of the nervous system, including addiction, anxiety, depression, and schizophrenia. And neurodegenerative diseases such as Parkinson's disease and Alzheimer's disease. At present, there is no obvious effect on the treatment of learning and memory impairment. Therefore, pharmaceutical companies are very interested in certain drug targets that can improve cognitive function, including specific serotonin or serotonin receptors. The serotonin system is dominated by specific brain regions that play important regulatory roles in memory and learning. This innervation is associated with the expression of a series of serotonin receptors (drug targets for serotonin). An important feature of the serotonin system is the extensive nature of the forebrain innervation, which stems from the diversity of discrete clusters located in the nucleus and its receptors. It has up to 14 receptors, including 5-HT1A,5 - HT4 and 5-HT6, and these receptors are densely present in brain regions associated with learning and memory, and have an impact on human cognitive impairment. In addition, selective agonist and/or antagonist compounds can act on clinical behavioral patterns by acting on these three receptors located at the postsynaptic. The combination of these compounds with receptors can also modulate the neurotransmitter system, affecting learning and memory, rather than altering the release of 5-HT. GluR-related chemicals are very popular. Ampakines, a pyrrolidone derivative, acts on the α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid (AMPA) receptor, and its up-regulation may enhance synaptic plasticity. Early clinical studies have shown that ampakines may have an effect on schizophrenia. Similarly, D-serine and D-cycloserine stimulate glycine co-agonist sites on the NMDA receptor that are not sensitive to strychnine and also enhance NMDA receptor activity. This agent can improve conditioned reflexes in clinical fear and can moderately improve negative reactions and cognitive dysfunction in patients with schizophrenia. Dopamine receptors are a research hotspot in the field of neurology and psychiatry. Receptors (D1, D2, D3, D4 and D5) are associated with the physiological function of the catecholamine neurotransmitter dopamine. Dopaminergic neurotransmission has been studied for Parkinson's disease, schizophrenia, bipolar disorder, Huntington's disease, attention deficit hyperactivity disorder and Tourette's syndrome. The goals of neurological and psychiatric research also include H3 receptor antagonists, COX receptors, γ-secretion, Glu receptors, adrenergic receptors, acetylcholine receptors, P-gp, P2 receptors and opioid receptors.
    
    
    
    
    
        
            
                
                
                    
                        
                        
                        
                        
                        
                        
                            
                                
                                - 
                                    Amino compound
                                    
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                                    Oxy-containing amino compound
                                    
                                    
                                    Cycloalkylamines, aromatic monoamines, aromatic polyamines and derivatives and salts thereof
                                    
                                    
                                    Acyclic monoamines, polyamines and their derivatives and salts
                                    
                                    
                                    Amide compound
                                    
                                    
                                    Sulfonic acid amino compound
                                    
                                    
                                
- 
                                    Alcohols, phenols, phenolic compounds and derivatives
                                    
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                                    2-cycloalcohol
                                    
                                    
                                    Halogenated, sulfonated, nitrated or nitrosated derivatives of alcohols
                                    
                                    
                                    Extremely halogenated, sulfonated, nitrated or nitrosated derivatives of phenols
                                    
                                    
                                    Phenol and its halogenated, sulfonated, nitrated or nitrosated derivatives
                                    
                                    
                                    Acyclic alcohol
                                    
                                    
                                
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                                    Nitrogen-containing compound
                                    
                                    
                                
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                                    Nitrile compound
                                    
                                    
                                
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                                    Organic derivative of hydrazine or hydrazine
                                    
                                    
                                
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                                    Terpenoid
                                    
                                    
                                
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                                    Ether compounds and their derivatives
                                    
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                                    Ether, ether alcohol
                                    
                                    
                                    Halogenation, sulfonation, nitration or nitrosation of ethers, ether alcohols, ether phenols
                                    
                                    
                                
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                                    Aldehyde
                                    
                                    
                                
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                                    Carboxylic compounds and derivatives
                                    
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                                    Cyclic carboxylic acid
                                    
                                    
                                    Halogenation, sulfonation, nitration or nitrosation of carboxylic acids
                                    
                                    
                                    Halogenation, sulfonation, nitration or nitration of carboxylic anhydrides
                                    
                                    
                                    Carboxylic acid halide
                                    
                                    
                                    Carboxylic esters and their derivatives
                                    
                                    
                                    Salt of carboxylic acid ester and its derivatives
                                    
                                    
                                    Acyclic carboxylic acid
                                    
                                    
                                
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                                    Hydrocarbon compounds and their derivatives
                                    
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                                    Aromatic hydrocarbon
                                    
                                    
                                    Cyclic hydrocarbon
                                    
                                    
                                    Hydrocarbon sulfonate
                                    
                                    
                                    Hydrocarbon halide
                                    
                                    
                                    Hydrocarbon nitrite
                                    
                                    
                                    Acyclic hydrocarbon
                                    
                                    
                                
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                                    Ketone compound
                                    
                                    
                                
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                                    Alkyl ureas and their derivatives and salts
                                    
                                    
                                
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                                    Inorganic acid ester
                                    
                                    
                                
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                                    Heterocyclic compound
                                    
                                    
                                
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                                    Diazo, azo or azo compound
                                    
                                    
                                
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                                    Organosilicon compound
                                    
                                    
                                
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                                    Organometallic compound
                                    
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                                    Organic palladium
                                    
                                    
                                    Organic germanium, cobalt, strontium, barium, gallium, germanium, germanium, germanium, germanium, etc.
                                    
                                    
                                    Organic calcium
                                    
                                    
                                    Zirconium
                                    
                                    
                                    Organic potassium
                                    
                                    
                                    Organic
                                    
                                    
                                    Organic lithium
                                    
                                    
                                    Organic
                                    
                                    
                                    Organic aluminum
                                    
                                    
                                    Organotin
                                    
                                    
                                    Organic manganese
                                    
                                    
                                    Organic sodium
                                    
                                    
                                    Organic nickel
                                    
                                    
                                    Organic titanium
                                    
                                    
                                    Organic iron
                                    
                                    
                                    Organic copper
                                    
                                    
                                    Organotin
                                    
                                    
                                    Organic zinc
                                    
                                    
                                    Organic
                                    
                                    
                                    Organic
                                    
                                    
                                    Organic germanium, mercury, silver, platinum, etc.
                                    
                                    
                                    Organic germanium, antimony, bismuth, tungsten, antimony, bismuth, lead, vanadium, molybdenum, chromium, antimony, etc.
                                    
                                    
                                
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                                    Organic sulfur compound
                                    
                                    
                                
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                                    Organic phosphine compound
                                    
                                    
                                
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                                    Organometallic salt
                                    
                                    
                                
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                                    Organic fluorine compound
                                    
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                                    Fluorobenzoic acid series
                                    
                                    
                                    Fluorobenzonitrile series
                                    
                                    
                                    Fluorobenzaldehyde series
                                    
                                    
                                    Fluorobenzyl alcohol series
                                    
                                    
                                    Fluoroanisole series
                                    
                                    
                                    Fluoroaniline series
                                    
                                    
                                    Fluorophenylacetic acid series
                                    
                                    
                                    Fluorophenol series
                                    
                                    
                                    Fluorobenzoic acid series
                                    
                                    
                                    Fluoronitrobenzene series
                                    
                                    
                                    Fluoropyridine series
                                    
                                    
                                    Potassium fluoroborate series
                                    
                                    
                                    Fluorobenzyl alcohol series
                                    
                                    
                                    Fluorotoluene series
                                    
                                    
                                    Fluorine red series
                                    
                                    
                                    Fluoroethane series
                                    
                                    
                                    Fluoropropane series