Abstract: Disclosed is an apparatus for memory enhancement based on electroencephalogram according to one embodiment of the present invention. According to the present invention, it is possible to identify forgotten items during retrieval in a re-learning process based on a user's brain signals measured in an initial learning process by means of a brain signal measurement unit capable of measuring brain signals, and provide the user with repetitive learning depending on the user's electrophysiological characteristics, resulting in a more effective enhancement of memory.

Abstract: An automatic sleep stage classification system for reducing the variation in performance between users using a contrastive learning method according to one embodiment of the present invention includes: a user terminal that measures a user's biosignal and preprocesses the user's measured biosignal; and a classification server that receives the user's preprocessed biosignal from the user terminal, extracts the user's unique biosignal feature, extracts a similar feature by comparing the user's extracted unique biosignal feature and the user's biosignal feature for contrastive learning, and classifies sleep stages based on the extracted similar feature, wherein the user's biosignal includes at least one of the user's electroencephalography (EEG), electrooculography (EOG), electrocardiogramalectromyography (EMG), respiratory effort signals, pulse, oxygen saturation (SpO2), and blood flow.

Abstract: The present disclosure relates to an organic electroluminescent compound and an organic electroluminescent device comprising the same. By comprising the compound according to the present disclosure, it is possible to produce an organic electroluminescent device having improved driving voltage, power efficiency, and/or lifetime properties compared to the conventional organic electroluminescent devices.

Abstract: A system selecting a process key factor in a commercial chemical process, includes: a data extraction unit that extracts tag data in units of a set period; an outlier discrimination unit that discriminates and aggregates outliers by tag by using an outlier extraction reference master; an outlier processing unit that generates an input mart draft excluding the outliers; a derived variable generation unit that generates derived variables for each tag, and generates an advanced input mart having the derived variable added thereto; a yield calculation unit that backs up the result of calculation of a yield by realizing a target value via exclusion and correction of the outliers; and a key factor extraction unit that extracts a yield key factor by calculating importance of each tag, and backs up importance data for each tag.

Abstract: A system for predicting process changes by using key factors in a commercial chemical process, includes: a key factor extraction and individual tag importance backup unit that extracts yield key factors by calculating the importance of each tag, and backs up importance data for each tag; and a yield prediction model training and yield prediction performing unit that performs yield prediction model training by using the importance of each tag accumulated in the key factor extraction and individual tag importance backup unit, and performs yield prediction so as to output a yield prediction result, evaluates performance, and selects an optimal prediction model.

Abstract: A sublimation purification apparatus that includes a vacuum chamber; a tube housing positioned in the vacuum chamber; a boat in close contact with the tube housing; and heating units positioned adjacent to an outer surface of the boat and an outer surface of the tube housing, respectively, wherein a sublimation purification target material is contained in the boat, and at least one of the boat and the tube housing is formed of a metal.

Abstract: The present invention relates to a dual blade blower. A dual blade blower according to an embodiment of the present invention comprises a first blade part having a first body formed in an open cylinder shape, and having a plurality of first blades formed on the outer side thereof. The blower further comprises a second blade part having a second body, which is formed in an open cylinder shape so as to be inserted into the first body and be freely rotatable, and having a plurality of second blades formed on the inner side thereof. The blower further comprises a bearing which is formed in a circular ring shape so as to be inserted into the first body, and into which the second blade part is inserted. Therefore, various flows of fluid can be generated according to the independent rotation of the plurality of blades.

Abstract: A sublimation purification apparatus that includes a vacuum chamber; a tube housing positioned in the vacuum chamber; a boat in close contact with the tube housing; and heating units positioned adjacent to an outer surface of the boat and an outer surface of the tube housing, respectively, wherein a sublimation purification target material is contained in the boat, and at least one of the boat and the tube housing is formed of a metal.

Abstract: A light emitting diode module includes: a substrate; LED chips mounted on an upper surface of the substrate; a multi-layer reflector formed on the upper surface of the substrate so as to form a cavity in the vicinity of the LED chips and having an annular shape; and an encapsulant formed of a resin filled in the cavity and containing phosphors, wherein the multi-layer reflector includes a plurality of resin layers having different inner diameters.

Abstract: Disclosed herein are a printed circuit board and a method for manufacturing the same. The printed circuit board includes: a base substrate having a metal pattern for a circuit; and a surface roughness provided on the metal pattern, wherein the surface roughness has a first surface roughness in an anchor structure and a second surface roughness having a black oxide layer in a granular structure formed on the first surface roughness.

Abstract: Disclosed herein are a printed circuit board and a method for manufacturing the same. The printed circuit board includes: a base substrate having a metal pattern for a circuit; and a surface roughness provided on the metal pattern, wherein the surface roughness has a first surface roughness in an anchor structure and a second surface roughness having a black oxide layer in a needle structure formed on the first surface roughness.

Abstract: Disclosed herein are a printed circuit board and a method for manufacturing the same. The printed circuit board includes: a base substrate having a metal pattern for a circuit; and a surface roughness provided on the metal pattern, wherein the surface roughness has a first surface roughness in an anchor structure and a second surface roughness having a black oxide layer in a needle structure formed on the first surface roughness.

Abstract: A method of manufacturing a flip chip package includes: providing a board including a conductive pad disposed inside a mounting region of the board on which the electronic device is to be mounted, and a connection pad disposed outside the mounting region; forming a resin layer on the board; forming a trench by removing a part of the resin layer or forming an uneven portion at a portion of a surface of the resin layer; forming, on the trench or uneven portion, a dam member preventing leakage of an underfill between the mounting region and the connection pad; and mounting the electronic device on the mounting region.

Abstract: A method of manufacturing a flip chip package includes: providing a board including a conductive pad disposed inside a mounting region of the board on which the electronic device is to be mounted, and a connection pad disposed outside the mounting region; forming a resin layer on the board; forming a trench by removing a part of the resin layer or forming an uneven portion at a portion of a surface of the resin layer; forming, on the trench or uneven portion, a dam member preventing leakage of an underfill between the mounting region and the connection pad; and mounting the electronic device on the mounting region.