CN112256094A - Deep learning-based activation function device and use method thereof - Google Patents
Deep learning-based activation function device and use method thereof Download PDFInfo
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- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 claims description 30
- 238000013016 damping Methods 0.000 claims description 13
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F16—ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
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- F16F15/085—Use of both rubber and metal springs
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F16—ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
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- G06F1/00—Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
- G06F1/16—Constructional details or arrangements
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- G—PHYSICS
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Abstract
The invention relates to the technical field of activation functions, in particular to an activation function device based on deep learning and a using method thereof, wherein the activation function device comprises a display device and an input device, the lower end surface of the display device is fixedly connected with a host, the lower end surface of the host is fixedly connected with a moving mechanism, the moving mechanism comprises a base and a rotating motor, the upper end surface of the base is fixedly connected with the host, the inside of the base is fixedly connected with the rotating motor, and the tail end of a main shaft of the rotating motor is fixedly connected with a threaded rod; according to the winding wheel, the telescopic spring, the rotating handle and the limiting block are arranged, when the winding wheel is used, the rotating handle is pulled to the front side, the transmission line is directly pulled out, the winding wheel can be driven to rotate, after the plug is connected, the rotating handle is loosened, the limiting block is clamped with the winding wheel to achieve a fixing effect, after the winding wheel is used, the plug is pulled out, the rotating handle is pulled, and under the action of the clockwork spring, the winding wheel automatically resets, the winding wheel is guaranteed to be stored, the space is saved, and the winding wheel is not easy to lose.
Description
Technical Field
The invention relates to the technical field of activation functions, in particular to an activation function device based on deep learning and a using method thereof.
Background
The activation functions have important effect on learning and understanding of very complex and nonlinear functions of an artificial neural network model, the activation functions introduce nonlinear characteristics into the network, input of neurons is applied with a function after being weighted and summed, the function is the activation function, the activation function is introduced to increase the nonlinearity of the neural network model, each layer without the activation function is equivalent to matrix multiplication, and even if a plurality of layers are superposed, the matrix multiplication is not carried out.
The activation function is a function which runs on a neuron of an artificial neural network and is responsible for mapping the input of the neuron to the output end, most activation function devices in the current market are generally arranged in a multi-port mode and are connected through transmission lines according to actual conditions, the existing connection mode is very loose, and some transmission lines which cannot be used cannot be timely collected and are easy to lose, so that the activation function device based on deep learning and the use method thereof are provided for solving the problems.
Disclosure of Invention
The present invention is directed to an activation function device based on deep learning and a method for using the same, so as to solve the problems mentioned in the background art.
In order to achieve the purpose, the invention provides the following technical scheme:
an activation function device based on deep learning and a using method thereof comprise a display device and an input device, wherein the lower end surface of the display device is fixedly connected with a host, the lower end surface of the host is fixedly connected with a moving mechanism, the moving mechanism comprises a base and a rotating motor, the upper end surface of the base is fixedly connected with the host, the rotating motor is fixedly connected inside the base, the tail end of a main shaft of the rotating motor is fixedly connected with a threaded rod, the outer side of the threaded rod is spirally connected with a threaded sleeve, the lower end surface of the threaded sleeve is fixedly connected with a top plate, the lower end surface of the top plate is fixedly connected with sliding plates which are distributed leftwards and rightwards, the lower end surface of the sliding plates is slidably connected with wheels, the front side of the display device is provided with the input device, the right side of the host is provided with a transmission device, the, the cooling device is fixedly connected with the right side of the host machine and comprises a cooling box and a fan, the outer side of the cooling box is fixedly connected with the host machine, a right unit filter screen is fixedly connected below the right side of the cooling box, the left side of the right unit filter screen is provided with the fan, the lower end surface of the fan is fixedly connected with the cooling box, the left side of the fan is provided with an air inlet pipe, the left side of the air inlet pipe is fixedly connected with a cooling pipe, the outer side of the cooling pipe is fixedly connected with a water tank, the upper end surface of the water tank is fixedly connected with the cooling box, the left side of the water tank is provided with a left unit filter screen, the outer side of the left unit filter screen is fixedly connected with the cooling box, the left side of the external device is fixedly connected with a uniformly distributed connecting mechanism, the connecting mechanism comprises a, the take-up pulley outside all is equipped with the transmission line, the equal fixedly connected with plug of the transmission line other end, fixed frame front side rotation is connected with rotates the handle, rotate the equal fixedly connected with gag lever post of handle rear side, the equal fixedly connected with stopper in gag lever post rear side, coupling mechanism left side and transmission equipment block.
Preferably, the left side and the right side of the threaded sleeve are both provided with guide rods, the outer sides of the guide rods are connected with the top plate in a sliding mode, and the upper end face of the top plate is fixedly connected with the base.
Preferably, damping springs are arranged on the outer sides of the sliding plates, the upper end faces of the damping springs are fixedly connected with the top plate, and the lower end faces of the damping springs are fixedly connected with wheels.
Preferably, the left side and the right side of the upper end face of each wheel are fixedly connected with rubber blocks, the number of the wheels is four, and the wheels are symmetrically arranged in a left-right manner relative to the center of the base.
Preferably, the outer side of the rear side of the take-up pulley is provided with a clockwork spring, one end of the clockwork spring is fixedly connected with the fixed frame, and the other end of the clockwork spring is fixedly connected with the take-up pulley.
Preferably, the front side of the take-up pulley is provided with a limiting hole arranged in a circular track, and the limiting block is clamped with the take-up pulley through the limiting hole.
Preferably, the gag lever post outside is equipped with expanding spring, expanding spring one end and turning handle fixed connection, the expanding spring other end all with fixed frame fixed connection.
Preferably, the cooling pipe is spiral setting, the cooling pipe comprises copper product's copper pipe, the water tank below is equipped with the heat exchanger, the heat exchanger outside and cooler bin fixed connection, the heat exchanger input intercommunication is in the water tank below, the heat exchanger output intercommunication is in water tank left side top.
Preferably, the using steps are as follows:
step 1: before the device is used, whether all parts of the device are stably connected is detected, data is input through input equipment, a host of a function is activated to perform operation, and then the data is transmitted to the surface of display equipment through transmission equipment to be displayed;
step 2: when external equipment is needed, the required rotating handle is pulled, the transmission line is driven to move through the plug, the plug is inserted into the jack, the rotating handle is loosened, the limiting block is clamped with the take-up pulley through the limiting hole to realize fixation under the action of the telescopic spring, and the transmission line is prevented from being withdrawn;
and step 3: when equipment is operated, a large amount of heat in the equipment can not be dissipated, normal use of the equipment is influenced, and the fan, the cooling pipe, the water tank and the heat exchanger which are arranged can dissipate heat of the equipment, so that normal use of the equipment is guaranteed.
Compared with the prior art, the invention has the beneficial effects that:
1. according to the invention, through the arrangement of the fixing frame, the take-up pulley, the clockwork spring, the transmission line, the limiting rod, the telescopic spring, the rotating handle and the limiting block, when the winding device is used, the rotating handle is pulled forwards, then the transmission line is directly pulled out, so that the take-up pulley can be driven to rotate, after the plug of the winding device is connected, the rotating handle is loosened, the limiting block is clamped with the take-up pulley to realize a fixing effect, after the winding device is used, the plug of the winding device is pulled out, then the rotating handle is pulled, and at the moment, under the action of the clockwork spring, the winding device automatically resets to ensure that the winding device is stored, so;
2. according to the invention, the threaded rod is driven to rotate by rotating the motor through the arranged base, the rotating motor, the threaded rod, the threaded sleeve, the top plate, the sliding plate, the damping spring and the rubber block, so that the threaded sleeve moves downwards, the wheel is pushed downwards to be in contact with the ground, the movement of the equipment can be facilitated, and the arranged damping spring and the sliding plate ensure that the wheel can only move up and down, so that the damping purpose is good;
3. according to the invention, through the arranged fan, the right unit filter screen, the heat exchanger, the water tank, the cooling pipe, the air inlet pipe and the left unit filter screen, cold air can be discharged into equipment through the arranged fan and the heat exchanger, so that complete cooling work can be carried out.
Drawings
FIG. 1 is a schematic view of the overall structure of the present invention;
FIG. 2 is a schematic structural diagram of a moving mechanism according to the present invention;
FIG. 3 is a schematic view of the connecting mechanism of the present invention;
FIG. 4 is a schematic diagram of a transmission line structure according to the present invention;
FIG. 5 is a schematic view of the structure of the cooling apparatus of the present invention.
In the figure: 1-moving mechanism, 101-base, 102-rotating motor, 103-threaded rod, 104-threaded sleeve, 105-top plate, 106-sliding plate, 107-damping spring, 108-rubber block, 109-wheel, 110-guide rod, 2-main machine, 3-display device, 4-input device, 5-transmission device, 6-external device, 7-connecting mechanism, 701-fixed frame, 702-take-up pulley, 703-clockwork spring, 704-transmission line, 705-limit rod, 706-expansion spring, 707-rotating handle, 708-limit block, 8-cooling device, 801-cooling box, 802-fan, 803-right unit filter screen, 804-heat exchanger, 805-water tank, 805-threaded rod, 104-threaded sleeve, 105-top plate, 106-sliding plate, 107-damping spring, 108-rubber block, 109-wheel, 110-guide rod, 806-cooling pipe, 807-air inlet pipe and 808-left unit filter screen.
Detailed Description
Example 1:
referring to fig. 1, fig. 2, fig. 3, fig. 4 and fig. 5, the present invention provides a technical solution:
an activation function device based on deep learning and a using method thereof comprise a display device 3 and an input device 4, wherein the lower end surface of the display device 3 is fixedly connected with a host machine 2, the lower end surface of the host machine 2 is fixedly connected with a moving mechanism 1, the moving mechanism 1 comprises a base 101 and a rotating motor 102, the upper end surface of the base 101 is fixedly connected with the host machine 2, the rotating motor 102 is fixedly connected inside the base 101, the tail end of a main shaft of the rotating motor 102 is fixedly connected with a threaded rod 103, the outer side of the threaded rod 103 is spirally connected with a threaded sleeve 104, the left side and the right side of the threaded sleeve 104 are respectively provided with a guide rod 110, the outer side of each guide rod 110 is in sliding connection with a top plate 105, the upper end surface of each top plate 105 is fixedly connected with the base 101, the guide rods 110 play a role in guiding and avoid the rotation of the top plates 105, the outer side of, the device has a certain shock absorption effect, damage caused by severe vibration is avoided, rubber blocks 108 are fixedly connected to the left side and the right side of the upper end face of each wheel 109, the number of the wheels 109 is four, the wheels 109 are symmetrically arranged in pairs in a left-right mode relative to the center of the base 101, the device is convenient to transport and move, a top plate 105 is fixedly connected to the lower end face of the threaded sleeve 104, sliding plates 106 distributed in a left-right mode are fixedly connected to the lower end face of the top plate 105, the wheels 109 are slidably connected to the lower end face of the sliding plates 106, an input device 4 is arranged on the front side of the display device 3, a transmission device 5 is arranged on the right side of the host machine 2, an external device 6 is arranged on the right side of the transmission device 5, the lower end face of the transmission device 5 and the lower end face of the external device 6 are fixedly connected with the host machine 2, the right unit filter screen 803 is fixedly connected below the right side of the cooling tank 801, the arrangement can filter impurities in outside air and ensure that discharged air cannot damage internal parts, the left side of the right unit filter screen 803 is provided with the fan 802, the lower end face of the fan 802 is fixedly connected with the cooling tank 801, the left side of the fan 802 is provided with the air inlet pipe 807, the arrangement of the air pipe 807 ensures that air can conveniently enter, the left side of the air inlet pipe 807 is fixedly connected with the cooling pipe 806, the cooling pipe 806 is spirally arranged, the cooling pipe 806 is made of copper pipes, the cooling pipe 806 is strong in heat dissipation capacity, the heat exchanger 804 is arranged below the water tank 805, the outer side of the heat exchanger 804 is fixedly connected with the cooling tank 801, the input end of the heat exchanger 804 is communicated below the water tank 805, the output end of the heat exchanger 804 is communicated above the left side of the water tank 805, and water with higher water temperature, then cold water is pumped into a water tank 805 to realize the cooling purpose, the outer sides of cooling pipes 806 are fixedly connected with a water tank 805, the upper end surface of the water tank 805 is fixedly connected with a cooling tank 801, the left side of the water tank 805 is provided with a left unit filter screen 808, the outer side of the left unit filter screen 808 is fixedly connected with the cooling tank 801, the left side of an external device 6 is fixedly connected with evenly distributed connecting mechanisms 7, each connecting mechanism 7 comprises a fixed frame 701 and a take-up pulley 702, the right side of the fixed frame 701 is fixedly connected with the external device 6, the inside of the fixed frame 701 is rotatably connected with the take-up pulley 702, the rear outer side of the take-up pulley 702 is provided with a clockwork spring 703, one end of the clockwork spring 703 is fixedly connected with the fixed frame 701, the other end of the clockwork spring 703 is fixedly connected with the take-up, spacing hole that is circular orbit setting is opened to take-up pulley 702 front side, stopper 708 passes through spacing hole and take-up pulley 702 block, this kind of setting can avoid take-up pulley 702 to rotate privately, the gag lever post 705 outside is equipped with expanding spring 706, expanding spring 706 one end and rotation handle 707 fixed connection, the expanding spring 706 other end all with fixed frame 701 fixed connection, expanding handle spring 706 can be with rotating handle 707 to the right side pulling, make its stopper 708 and take-up pulley 702 block, the take-up pulley 702 outside all is equipped with transmission line 704, the equal fixedly connected with plug of transmission line 704 other end, fixed frame 701 front side is rotated and is connected with rotation handle 707, the equal fixedly connected with gag lever post 705 in rotation handle 707 rear side, the equal fixedly connected with stopper 708 in gag lever post 705 rear side, coupling mechanism 7 left side and transmission equipment 5 block.
The use steps are as follows:
step 1: before use, whether each part of the device is stably connected is detected, data is input through an input device 4, then a host computer 2 of the function is activated to perform operation, and then the data is transmitted to a display device 3 through a transmission device 5 to be displayed on the surface;
step 2: when external equipment is needed, the required rotating handle 707 is pulled at the moment, then the transmission line 704 is driven to move through the plug, then the plug is inserted into the jack, then the rotating handle 707 is loosened, at the moment, under the action of the telescopic spring 706, the limiting block 708 is clamped with the take-up pulley 702 through the limiting hole to realize fixation, and at the moment, the transmission line 704 is prevented from being withdrawn;
and step 3: when the equipment is operated, a large amount of heat in the equipment cannot be dissipated, so that the normal use of the equipment is influenced, and the fan 802, the cooling pipe 806, the water tank 805 and the heat exchanger 804 which are arranged can perform heat dissipation treatment on the equipment, so that the normal use of the equipment is ensured.
The working process is as follows: when the portable multifunctional wire winding machine is used, a power supply is switched on, the base 101 is in contact with the ground at the moment so as to play a supporting role, data are input through the input device 4, then the portable multifunctional wire winding machine passes through the transmission device 5 and then is displayed on the display device 3 through the operation of the host machine 2, when other devices need to be connected, the required transmission line 704 is found, the rotating handle 707 corresponding to the transmission line 704 is pulled forwards, then the limiting rod 705 is driven to move forwards, the limiting block 708 is separated from the wire winding wheel 702, then the wire winding wheel 702 is driven to rotate through pulling the transmission line 704, the plug of the transmission line 704 can be inserted into the jack, then the rotating handle 707 is loosened, under the action of the telescopic spring 706, the limiting rod 705 drives the limiting block 708 to be clamped with the wire winding wheel 702 so as to achieve the fixing purpose, after the portable multifunctional wire winding machine is used, the plug is taken out, make its gag lever post 705 drive stopper 708 and take-up pulley 702 separation, at this moment under clockwork spring 703's effect, make its take-up pulley 702 automatic re-setting, thereby realize the purpose of automatic accomodating, avoid transmission line 704 to lose, and equipment can produce a large amount of heats in the use, this moment through starting heat exchanger 804 and fan 802, fan 802 drives outside air and gets into the air-supply line 807 through right unit filter screen 803, then make its heat exchange with the cold water in the water tank 805 through cooling tube 806, then cold air gets into equipment and realizes radiating purpose, this kind of radiating mode, the effect is better, and the temperature in the water tank 805 is guaranteed to the heat exchanger 804 that sets up is in lower state always, guarantee its heat exchange capacity.
Example 2:
in embodiment 2, the same parts as those in embodiment 1 are not described again, except that when the device is in transit, the rotating motor 102 is started, the rotating motor 102 drives the threaded rod 103 to rotate, the threaded rod 103 drives the threaded sleeve 104 to move downwards, so that the threaded rod 103 drives the top plate 105 to move downwards, the sliding plate 106 and the wheel 109 are pushed to move downwards, the wheel 109 is in contact with the ground, the device can be moved, the arranged guide rod 110 ensures that the top plate 105 can only move upwards and downwards, the arranged damping spring 107 and the arranged sliding plate 106 can have a good damping effect, the device is not easy to vibrate and damage, and the arranged rubber block 108 has a buffering effect, so that the top plate 105 is prevented from being damaged due to violent contact with the wheel 109.
The principles and embodiments of the present invention are explained herein using specific examples, which are presented only to assist in understanding the method and its core concepts of the present invention. The foregoing is only a preferred embodiment of the present invention, and it should be noted that there are objectively infinite specific structures due to the limited character expressions, and it will be apparent to those skilled in the art that a plurality of modifications, decorations or changes may be made without departing from the principle of the present invention, and the technical features described above may be combined in a suitable manner; such modifications, variations, combinations, or adaptations of the invention using its spirit and scope, as defined by the claims, may be directed to other uses and embodiments.
Claims (9)
1. An activation function apparatus based on deep learning, comprising a display device (3) and an input device (4), characterized in that: the lower end face of the display device (3) is fixedly connected with a host (2), the lower end face of the host (2) is fixedly connected with a moving mechanism (1), the moving mechanism (1) comprises a base (101) and a rotating motor (102), the upper end face of the base (101) is fixedly connected with the host (2), the rotating motor (102) is fixedly connected inside the base (101), a threaded rod (103) is fixedly connected to the tail end of a main shaft of the rotating motor (102), a threaded sleeve (104) is spirally connected to the outer side of the threaded rod (103), a top plate (105) is fixedly connected to the lower end face of the threaded sleeve (104), sliding plates (106) distributed left and right are fixedly connected to the lower end face of the top plate (105), wheels (109) are slidably connected to the lower end face of the sliding plates (106), an input device (4) is arranged on the front side of the display device (3), and a transmission, the transmission equipment (5) right side is equipped with external equipment (6), terminal surface and external equipment (6) are all with host computer (2) fixed connection under transmission equipment (5), host computer (2) right side fixedly connected with cooling arrangement (8), cooling arrangement (8) are including cooler bin (801) and fan (802), the cooler bin (801) outside and host computer (2) fixed connection, cooler bin (801) right side below fixedly connected with right unit filter screen (803), right unit filter screen (803) left side is equipped with fan (802), terminal surface and cooler bin (801) fixed connection under fan (802), fan (802) left side is equipped with air-supply line (807), air-supply line (807) left side fixedly connected with cooling tube (806), the equal fixedly connected with water tank (805) in cooler bin (806) outside, water tank (805) up end and cooler bin (801) fixed connection, a left unit filter screen (808) is arranged on the left side of the water tank (805), the outer side of the left unit filter screen (808) is fixedly connected with the cooling tank (801), the left side of the external equipment (6) is fixedly connected with evenly distributed connecting mechanisms (7), the connecting mechanism (7) comprises a fixed frame (701) and a take-up pulley (702), the right side of the fixed frame (701) is fixedly connected with an external device (6), the inside of the fixed frame (701) is rotatably connected with a take-up pulley (702), the outer sides of the take-up pulleys (702) are respectively provided with a transmission line (704), the other ends of the transmission lines (704) are respectively fixedly connected with a plug, the front side of the fixed frame (701) is rotatably connected with a rotating handle (707), the rear sides of the rotating handles (707) are fixedly connected with a limiting rod (705), the rear side of the limiting rod (705) is fixedly connected with a limiting block (708), and the left side of the connecting mechanism (7) is clamped with the transmission equipment (5).
2. The activation function device based on deep learning of claim 1, wherein: the left side and the right side of the threaded sleeve (104) are respectively provided with a guide rod (110), the outer side of each guide rod (110) is connected with the top plate (105) in a sliding mode, and the upper end face of each top plate (105) is fixedly connected with the base (101).
3. The activation function device based on deep learning of claim 1, wherein: the outer sides of the sliding plates (106) are respectively provided with a damping spring (107), the upper end faces of the damping springs (107) are respectively fixedly connected with the top plate (105), and the lower end faces of the damping springs (107) are respectively fixedly connected with wheels (109).
4. The activation function device based on deep learning of claim 1, wherein: the rubber blocks (108) are fixedly connected to the left side and the right side of the upper end face of each wheel (109), the number of the wheels (109) is four, and the wheels (109) are symmetrically arranged in a left-right mode relative to the center of the base (101).
5. The activation function device based on deep learning of claim 1, wherein: the outer side of the rear part of the take-up pulley (702) is provided with a clockwork spring (703), one end of the clockwork spring (703) is fixedly connected with the fixed frame (701), and the other end of the clockwork spring (703) is fixedly connected with the take-up pulley (702).
6. The activation function device based on deep learning of claim 1, wherein: the front side of the take-up pulley (702) is provided with a limiting hole arranged in a circular track, and the limiting block (708) is clamped with the take-up pulley (702) through the limiting hole.
7. The activation function device based on deep learning of claim 1, wherein: the limiting rod (705) is provided with a telescopic spring (706) on the outer side, one end of the telescopic spring (706) is fixedly connected with a rotating handle (707), and the other end of the telescopic spring (706) is fixedly connected with a fixed frame (701).
8. The activation function device based on deep learning of claim 1, wherein: the cooling pipe (806) is arranged in a spiral mode, the cooling pipe (806) is composed of copper pipes, a heat exchanger (804) is arranged below the water tank (805), the outer side of the heat exchanger (804) is fixedly connected with the cooling tank (801), the input end of the heat exchanger (804) is communicated with the lower portion of the water tank (805), and the output end of the heat exchanger (804) is communicated with the upper portion of the left side of the water tank (805).
9. The use method of the activation function device based on deep learning according to claim 1, characterized in that: the using steps are as follows:
step 1: before use, whether each part of the device is stably connected is detected, data is input through an input device (4), then a host (2) of a function is activated to perform operation, and then the data is transmitted to the surface of a display device (3) through a transmission device (5) to be displayed;
step 2: when external equipment is needed, the required rotating handle (707) is pulled at the moment, then the transmission line (704) is driven to move through the plug, then the plug is inserted into the jack, then the rotating handle (707) is loosened, at the moment, under the action of the telescopic spring (706), the limiting block (708) is clamped with the take-up pulley (702) through the limiting hole to realize fixation, and at the moment, the transmission line (704) is prevented from being withdrawn;
and step 3: when the equipment is operated, a large amount of heat in the equipment cannot be dissipated, so that the normal use of the equipment is influenced, and the fan (802), the cooling pipe (806), the water tank (805) and the heat exchanger (804) can dissipate heat of the equipment, so that the normal use of the equipment is ensured.
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