CN110489842A - A kind of aided design system and analysis method of analog cell circuit - Google Patents

A kind of aided design system and analysis method of analog cell circuit Download PDF

Info

Publication number
CN110489842A
CN110489842A CN201910733361.XA CN201910733361A CN110489842A CN 110489842 A CN110489842 A CN 110489842A CN 201910733361 A CN201910733361 A CN 201910733361A CN 110489842 A CN110489842 A CN 110489842A
Authority
CN
China
Prior art keywords
analog cell
cell circuit
module
analysis
device parameters
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201910733361.XA
Other languages
Chinese (zh)
Inventor
王鹏飞
李琛
段杰斌
余学儒
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Shanghai IC R&D Center Co Ltd
Original Assignee
Shanghai Integrated Circuit Research and Development Center Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Shanghai Integrated Circuit Research and Development Center Co Ltd filed Critical Shanghai Integrated Circuit Research and Development Center Co Ltd
Priority to CN201910733361.XA priority Critical patent/CN110489842A/en
Publication of CN110489842A publication Critical patent/CN110489842A/en
Pending legal-status Critical Current

Links

Landscapes

  • Design And Manufacture Of Integrated Circuits (AREA)

Abstract

A kind of aided design system of analog cell circuit disclosed by the invention, including circuit structure reads in module, design objective reads in module, example generation module and analysis module;The circuit structure reads in module and analog cell circuit structure is input to example generation module;The design objective reads in module and the corresponding design objective of analog cell circuit is input to example generation module, and the example generation module generates example set, and example set is input to analysis module and carries out simulation analysis;To obtain the correlation information in analog cell circuit between each device parameters and analog cell circuit performance.The aided design system and analysis method of a kind of analog cell circuit provided by the invention, good initial setting up can be provided for the design of analog cell circuit, help improves the speed of analog cell circuit design iteration, especially can provide useful instructive information for the insufficient designer of experience.

Description

A kind of aided design system and analysis method of analog cell circuit
Technical field
The present invention relates to analog cell circuit analysis fields, and in particular to a kind of aided design system of analog cell circuit And analysis method.
Background technique
When carrying out the design of analog cell circuit, systems organization is carried out in advance, determines the design of analog cell circuit Index, i.e. analog cell circuit performance to be achieved, engineer needs to debug device parameters repeatedly later, with reality Existing above-mentioned design objective.Wherein, it in debugging process repeatedly, generally requires to carry out multiple permutation and combination to each device parameters, And obtain a result to each combined running, then the result of multiple permutation and combination is subjected to analysis comparison, entire debugging process needs Waste a large amount of time.Especially when designer's experience deficiency, it is generally difficult to obtain a preferable initial setting up (mould The initial value of quasi-simple member circuit structure and device parameters), it needs to take more time to the device parameters in larger range It is debugged, is unfavorable for the Iterative Design of speeding-up simulation element circuit.
In the design process of analog cell circuit, it will usually have multiple analog cell circuits while be debugged, be needed Performance preferable one is selected after debugging, the debugging when designer's experience deficiency, for single analog cell circuit With regard to needing to take a significant amount of time, when facing multiple analog cell circuits, need respectively to be adjusted each analog cell circuit Examination, and according to the performance of the more each analog cell circuit of debugging result, it is difficult to performance preferably mould is selected within a short period of time Quasi- element circuit.
Summary of the invention
The object of the present invention is to provide a kind of aided design system of analog cell circuit and analysis methods, can be simulation The design of element circuit provides good initial setting up, helps the speed for improving analog cell circuit design iteration, especially may be used To provide useful instructive information for the insufficient designer of experience.
To achieve the goals above, the present invention adopts the following technical scheme: a kind of Computer Aided Design system of analog cell circuit System, including circuit structure reads in module, design objective reads in module, example generation module and analysis module;The circuit structure It reads in module and design objective reads in module and connects example generation module, the output port connection of the example generation module simultaneously The analysis module;
The circuit structure reads in module and analog cell circuit structure is input to example generation module;The design objective It reads in module and the corresponding design objective of analog cell circuit is input to example generation module, the example generation module is according to mould Quasi-simple member circuit structure and design objective generate example set, and example set is input to analysis module and carries out simulation analysis;To Obtain the correlation information in analog cell circuit between each device parameters and analog cell circuit performance.
Further, the correlation information includes contribution degree of each device parameters to analog cell circuit performance.
Further, the example generation module generates each device of the analog cell circuit based on Monte carlo algorithm Part parameter, and obtain the example set formed by each device parameters.
Further, the example set includes multiple examples of different components parameter combination.
Further, the analysis module emulates the example set using integrated circuit simulating tool, and to mould Each device parameters are analyzed with simulation result in quasi- element circuit, obtain each device parameters and mould in analog cell circuit Correlation information between quasi-simple member circuit performance.
Further, the analysis module return to device parameters each in analog cell circuit and simulation result and divide Analysis.
Further, the circuit structure reads in module and A analog cell circuit structure is input to example generation module; The design objective reads in module and the corresponding design objective of A analog cell circuit is input to example generation module, and described point Analysis module obtains the correlation information of A analog cell circuit respectively;A is the integer greater than 0.
A method of simulation analysis is carried out using the aided design system of analog cell circuit, is included the following steps:
S01: circuit structure reads in module and analog cell circuit structure is input to example generation module;Design objective is read in The corresponding design objective of analog cell circuit is input to example generation module by module;
S02: example generation module generates the first example set according to analog cell circuit structure and design objective, and is passed Transport to analysis module;Wherein, each device parameters sparse value in value range in the first example set;
S03: analysis module carries out simulation analysis to the first example set, obtains each device parameters and analog cell circuit The first correlation information between energy;When the initial relevance between device parameters and analog cell circuit performance is greater than threshold value When, determine that the device parameters are to careful analysis parameter;
S04: example generation module generates the second example set, and transmits it to analysis module, wherein in the second example set It is each to careful analysis parameter in value range fine and closely woven value;
S05: analysis module carries out simulation analysis to the second example set, obtains each device parameters and analog cell circuit The second correlation information between energy.
Further, step S03-S05 can also be repeated after the step S05, obtains each device parameters and simulation P correlation information between element circuit performance, P are the positive integer greater than 2.
Further, circuit structure reads in module and A analog cell circuit structure is input to example in the step S01 Generation module;The design objective reads in module and the corresponding design objective of A analog cell circuit is input to example generation mould Block, A are the integer greater than 0.
Further, the example generation module is generated each in the analog cell circuit based on Monte carlo algorithm Device parameters, to obtain the first example set and the second example set.
The invention has the benefit that aided design system of the present invention can provide very well for the design of analog cell circuit Initial setting up, then designer carry out on this basis analog cell circuit total system grade design, help improve mould The speed of quasi-simple member circuit design iteration, especially can provide useful instructive information for the insufficient designer of experience. Also, for the analog cell circuit of some function, usually there are many analog cell circuit structure is available, using the present invention Aided design system and analysis method, the performance information of the analog cell circuit of different structure can be obtained simultaneously, to be The structure choice of some functional unit circuit provides information, promotes the speed of research and development.
Detailed description of the invention
Attached drawing 1 is a kind of aided design system schematic diagram of analog cell circuit of the present invention;
Attached drawing 2 is the method flow diagram that aided design system carries out simulation analysis in the present invention.
Specific embodiment
To make the object, technical solutions and advantages of the present invention clearer, with reference to the accompanying drawing to specific reality of the invention The mode of applying is described in further detail.
As shown in Figure 1, a kind of aided design system of analog cell circuit provided by the invention, including circuit structure are read in Module, design objective read in module, example generation module and analysis module;Circuit structure reads in module and design objective reads in mould Block connects example generation module, the output port linking parsing module of example generation module simultaneously.
Circuit structure reads in the structure that module is used to read in analog cell circuit, and design objective reads in module for reading in mould The quasi- corresponding design objective of element circuit, wherein design objective refers to analog cell circuit performance to be achieved, is to be It has been had determined when system planning, the debugging process of analog cell circuit is exactly that optimal analogue unit is obtained according to design objective Circuit structure and its corresponding device parameters, and analog cell circuit is usually predetermined one or more based on experience value Structure.
When carrying out assistant analysis using aided design system of the present invention, circuit structure reads in module for analog cell circuit Structure is input to example generation module;Design objective reads in module and the corresponding design objective of analog cell circuit is input to example Generation module, example generation module are generated respectively according to analog cell circuit structure and design objective, and based on Monte carlo algorithm A device parameters value (resistance, capacitor, metal-oxide-semiconductor value etc. in the analog cell circuit of structure determination), then by analog cell circuit In each device parameters carry out the design such as permutation and combination, form design example set, also referred to as example set.Wherein, example set includes Multiple examples of different components parameter combination, and when example generation module generation example set, it needs to be determined according to design performance The substantially value range of each device parameters in analog cell circuit, then multiple device parameters values are chosen in the value range (being generated based on Monte carlo algorithm), and the device parameters value of various combination is combined to form multiple examples, i.e. example set. Example set is input to analysis module and carries out simulation analysis by example generation module;To obtain each device in analog cell circuit Correlation information between parameter and analog cell circuit performance, wherein analysis module is using integrated circuit simulating tool to reality Example collection is emulated, and is analyzed with simulation result each device parameters, specifically, can tie to device parameters and emulation Fruit carries out regression analysis, obtains the correlation information between device parameters and analog cell circuit performance.Specific correlation letter Breath includes contribution degree of each device parameters to analog cell circuit performance, wherein analog cell circuit performance may include this Each performance indicator of analog cell circuit, such as: node (node) voltage, Node Current, circuit power consumption, rising time, Failing edge time, shift time etc..The regression analysis referred in the present invention is a kind of analysis method in the prior art, is one For kind to device parameters and (example that device parameters are formed) method that simulation result is analyzed, its purpose is to find out device Rule between part parameter x and analog cell circuit performance y is used for subsequent prediction, by regression analysis it can be concluded that device is joined How number x influences the rule of analog cell circuit performance y, i.e. (y1, y2 ... yn)=f (x1, x2 ... xm), n and m are positive whole Number, n indicate the performance indicator number for the analog cell circuit selected by designer, each device ginseng in m indication circuit structure Several numbers.
Aided design system can carry out assistant analysis to single analog cell circuit in the present invention, can also be to multiple Analog cell circuit carries out assistant analysis simultaneously.When carrying out assistant analysis to single analog cell circuit, by single simulation Element circuit structure and design objective read in module by circuit structure reading module and design objective and are input to example generation mould In block;Final analysis module obtains to be in the analog cell circuit between each device parameters and analog cell circuit performance Correlation information.When carrying out assistant analysis to multiple analog cell circuits, multiple analog cell circuit structures and design are referred to Mark reads in module by circuit structure and design objective reads in module and is input in example generation module simultaneously;Final analysis module Obtain to be correlation information in multiple analog cell circuits between each device parameters and analog cell circuit performance, and each The correlation information of a analog cell circuit is independent of one another, i.e., aided design system is in the analysis to multiple analog cell circuits Journey is independent;Designer is compared by the correlation information of each analog cell circuit, can have specific function with quick obtaining The analog cell circuit structure of energy.For example, circuit structure, which reads in module, is input to example generation for A analog cell circuit structure Module;Design objective reads in module and the corresponding design objective of A analog cell circuit is input to example generation module, and final point Analysis module show that the correlation information of A analog cell circuit, A are the integer greater than 1 respectively.
In view of the quantity of device parameters in analog cell circuit may be very huge, so if disposable generate is contained The example set of multiple permutation and combination, is on the one hand unable to fully the correlation using between device parameters and circuit performance index, and two It is the finiteness due to hardware resources such as servers, the design example of only limited quantity can be emulated simultaneously.In order to Example generation module, which generates example set, more has purpose and directive property, and the present invention will be asked according to possessed hardware resource Referring to Fig.2, carrying out simulation analysis to analog cell circuit using following steps:
S01: circuit structure reads in module and analog cell circuit structure is input to example generation module;Design objective is read in The corresponding design objective of analog cell circuit is input to example generation module by module;
S02: example generation module generates the first example set according to analog cell circuit structure and design objective, and is passed Transport to analysis module;Wherein, each device parameters sparse value in value range in the first example set.
Since hardware resource limits, example generation module joins each device when generating the first example set in this step Several values is more sparse, such as 3 values are only taken within the scope of 10-20nm for metal-oxide-semiconductor width in analog cell circuit, passes through Permutation and combination between more sparse device parameters, the example negligible amounts in the first example set, can be improved operation efficiency.
S03: analysis module carries out simulation analysis to the first example set, obtains each device parameters and analog cell circuit The first correlation information between energy;When the initial relevance between device parameters and analog cell circuit performance is greater than threshold value When, determine that the device parameters are to careful analysis parameter.
Wherein, the first correlation information includes each device parameters to the contribution degree of analog cell circuit performance and each (analysis module passes through to device parameters x and simulation result progress rule between device parameters x and analog cell circuit performance y Regression analysis obtains), according to the first correlation information obtained, when contribution degree of some device parameters to analog cell circuit is big When given threshold, determine that the device parameters are to careful analysis parameter.By above-mentioned analysis divide to careful analysis parameter The device parameters being as affected to analog cell circuit performance, non-device parameter are to influence on analog cell circuit performance Lesser device parameters.
S04: example generation module generates the second example set according to analog cell circuit structure and design objective, and is passed Transport to analysis module, wherein in the second example set it is each to careful analysis parameter in value range fine and closely woven value.
Wherein, when example generation module generates the second example set, the value for treating careful analysis parameter is more fine and closely woven, such as 9 values are taken within the scope of 10-20nm for metal-oxide-semiconductor width in analog cell circuit (to careful analysis parameter), by fine and closely woven Permutation and combination between device parameters, still can be sparse for the non-value to careful analysis parameter;In second example set Example focuses in the device parameters being affected to analog cell circuit performance.It is worth noting that the second example set is It is obtained based on value fine and closely woven in value range, wherein value range here can contract compared to the value range in S02 It is small or remain unchanged.Such as by taking resistance value a certain in circuit structure as an example, if the resistance takes when forming the first example set Being worth range is (0.0001 Ω, 0.1 Ω), then 0.0001 Ω, 0.001 Ω, 0.01 Ω and 0.01 Ω can be taken when sparse value, If circuit performance changes greatly when discovery is between value 0.001 Ω and 0.01 Ω when analyzing through step S03, formed When the second example set, value range be (0.001 Ω, 0.01 Ω) fine and closely woven value can be 0.002 Ω, 0.003 Ω, 0.004 Ω, 0.005Ω,0.006Ω,0.007Ω,0.008Ω,0.009Ω;Remaining device parameters and so on.
S05: analysis module carries out simulation analysis to the second example set, obtains each device parameters and analog cell circuit The second correlation information between energy.The correlation information obtained at this time is obtained after treating careful analysis parameter selective analysis Out, the correlation information between device parameters and analog cell circuit is better reflected.
In time allowed band, step S03-S05 can also be repeated, on the basis of the second correlation information obtained On, third example set, the 4th example set, the 5th example set are regenerated, until P example set;And simulation analysis is carried out respectively, From which further follow that third correlation information between each device parameters and analog cell circuit performance, the 4th correlation information, 5th correlation information, until P correlation information, P is the positive integer greater than 2.Wherein, each circulating repetition reality generated The example set that example collection obtains after being the value finer and closely woven after the progress of careful analysis parameter obtained to last circulating repetition, warp After simulation analysis, more accurate correlation information can be all obtained, to preferably be the design of later analog cell circuit Tutorial message is provided.Meanwhile the correlation information that obtains is recycled every time more last can recycle the correlation information obtained more For refinement, such as when analyzing influence of the metal-oxide-semiconductor width to node voltage, third correlation information includes three parameter (metal-oxide-semiconductors Width) influence to node voltage, the 4th correlation information includes influence of five parameters (metal-oxide-semiconductor width) to node voltage. It can cycle-index or fine and closely woven value degree determines according to actual conditions in the present invention, wherein in cyclic process, recycle each time Value range can be limited with further progress, and value can also further it is fine and closely woven;For example, in circuit structure on certain resistance Value range is (0.001 Ω, 0.01 Ω) when one cycle, and value is respectively 0.002 Ω, 0.003 Ω, 0.004 Ω, 0.005 Ω, 0.006 Ω, 0.007 Ω, 0.008 Ω, 0.009 Ω, if found between value 0.005 Ω and 0.01 Ω through analysis Circuit performance changes greatly, then next time recycle when value range be (0.005 Ω, 0.01 Ω), value be respectively 0.0055 Ω, 0.006Ω、0.0065Ω、0.007Ω、0.0075Ω、0.008Ω、0.0085Ω、0.009Ω。
Above-mentioned analysis method can carry out assistant analysis to single analog cell circuit, can also be to multiple analogue units Circuit carries out assistant analysis simultaneously.When carrying out assistant analysis to single analog cell circuit, by single analog cell circuit Structure and design objective read in module by circuit structure reading module and design objective and are input in example generation module;Finally Analysis module obtain be in the analog cell circuit between each device parameters and analog cell circuit performance correlation letter Breath.When carrying out assistant analysis to multiple analog cell circuits, multiple analog cell circuit structures and design objective are passed through into electricity Line structure reads in module and design objective reads in module and is input in example generation module simultaneously;Final analysis module, which obtains, is Correlation information in multiple analog cell circuits between each device parameters and analog cell circuit performance, and each simulation is single The correlation information of first circuit is independent of one another, and designer is compared by the correlation information of each analog cell circuit, can be fast Speed obtains the analog cell circuit structure with specific function, so that the structure choice for the analog cell circuit of some function mentions For information, the speed of research and development is promoted.
The above description is only a preferred embodiment of the present invention, and the embodiment is not intended to limit patent protection of the invention Range, thus it is all with the variation of equivalent structure made by specification and accompanying drawing content of the invention, it similarly should be included in this In the protection scope of invention appended claims.

Claims (10)

1. a kind of aided design system of analog cell circuit, which is characterized in that read in module, design objective including circuit structure Read in module, example generation module and analysis module;The circuit structure reads in module and design objective reads in module and connects simultaneously Example generation module is connect, the output port of the example generation module connects the analysis module;
The circuit structure reads in module and analog cell circuit structure is input to example generation module;The design objective is read in The corresponding design objective of analog cell circuit is input to example generation module by module, and the example generation module is single according to simulation First circuit structure and design objective generate example set, and example set is input to analysis module and carries out simulation analysis;To obtain Correlation information in analog cell circuit between each device parameters and analog cell circuit performance.
2. a kind of aided design system of analog cell circuit according to claim 1, which is characterized in that the correlation Information includes contribution degree of each device parameters to analog cell circuit performance.
3. a kind of aided design system of analog cell circuit according to claim 1, which is characterized in that the example is raw Each device parameters of the analog cell circuit are generated based on Monte carlo algorithm at module, and are obtained by each device parameters The example set of formation.
4. a kind of aided design system of analog cell circuit according to claim 1, which is characterized in that the example set Multiple examples including different components parameter combination.
5. a kind of aided design system of analog cell circuit according to claim 1, which is characterized in that the analysis mould Block emulates the example set using integrated circuit simulating tool, and to device parameters each in analog cell circuit and imitates True result is analyzed, and the correlation letter in analog cell circuit between each device parameters and analog cell circuit performance is obtained Breath.
6. a kind of aided design system of analog cell circuit according to claim 5, which is characterized in that the analysis mould Block carries out regression analysis to device parameters each in analog cell circuit and simulation result.
7. a kind of aided design system of analog cell circuit according to claim 1, which is characterized in that the circuit knot Structure reads in module and A analog cell circuit structure is input to example generation module;The design objective reads in module for A mould The quasi- corresponding design objective of element circuit is input to example generation module, and the analysis module obtains A analogue unit electricity respectively The correlation information on road;A is the integer greater than 0.
8. a kind of method that the aided design system using analog cell circuit carries out simulation analysis, which is characterized in that including such as Lower step:
S01: circuit structure reads in module and analog cell circuit structure is input to example generation module;Design objective reads in module The corresponding design objective of analog cell circuit is input to example generation module;
S02: example generation module generates the first example set according to analog cell circuit structure and design objective, and transmits it to Analysis module;Wherein, each device parameters sparse value in value range in the first example set;
S03: analysis module carries out simulation analysis to the first example set, obtain each device parameters and analog cell circuit performance it Between the first correlation information;When the initial relevance between device parameters and analog cell circuit performance is greater than threshold value, really The fixed device parameters are to careful analysis parameter;
S04: example generation module generates the second example set, and transmits it to analysis module, wherein each in the second example set To careful analysis parameter in value range fine and closely woven value;
S05: analysis module carries out simulation analysis to the second example set, obtain each device parameters and analog cell circuit performance it Between the second correlation information.
9. analysis method according to claim 7, which is characterized in that step can also be repeated after the step S05 S03-S05 show that the P correlation information between each device parameters and analog cell circuit performance, P are just whole greater than 2 Number.
10. analysis method according to claim 7, which is characterized in that circuit structure reading module will in the step S01 A analog cell circuit structure is input to example generation module;The design objective reads in module for A analog cell circuit pair The design objective answered is input to example generation module, and A is the integer greater than 0.
CN201910733361.XA 2019-08-09 2019-08-09 A kind of aided design system and analysis method of analog cell circuit Pending CN110489842A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201910733361.XA CN110489842A (en) 2019-08-09 2019-08-09 A kind of aided design system and analysis method of analog cell circuit

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201910733361.XA CN110489842A (en) 2019-08-09 2019-08-09 A kind of aided design system and analysis method of analog cell circuit

Publications (1)

Publication Number Publication Date
CN110489842A true CN110489842A (en) 2019-11-22

Family

ID=68549623

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201910733361.XA Pending CN110489842A (en) 2019-08-09 2019-08-09 A kind of aided design system and analysis method of analog cell circuit

Country Status (1)

Country Link
CN (1) CN110489842A (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115421429A (en) * 2022-09-26 2022-12-02 深圳安森德半导体有限公司 Analog chip circuit design system and method
CN117150990A (en) * 2023-09-06 2023-12-01 江苏芯海技术开发有限公司 Enhanced visual integrated circuit design platform

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1770167A (en) * 2004-11-03 2006-05-10 国际商业机器公司 Circuit statistical modeling for partially correlated model parameters
CN101334449A (en) * 2007-11-08 2008-12-31 络达科技股份有限公司 Circuit analysis method
CN103559369A (en) * 2013-09-14 2014-02-05 西安电子科技大学 Circuit yield estimation method based on CAD (computer aided design) Monte Carlo analysis
CN105303008A (en) * 2015-12-03 2016-02-03 中国科学院微电子研究所 Method and system for optimizing analogue integrated circuit
CN108614904A (en) * 2016-12-11 2018-10-02 复旦大学 Parametric Yield of VLSI IC rapid analysis method based on emulation data dependence

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1770167A (en) * 2004-11-03 2006-05-10 国际商业机器公司 Circuit statistical modeling for partially correlated model parameters
CN101334449A (en) * 2007-11-08 2008-12-31 络达科技股份有限公司 Circuit analysis method
CN103559369A (en) * 2013-09-14 2014-02-05 西安电子科技大学 Circuit yield estimation method based on CAD (computer aided design) Monte Carlo analysis
CN105303008A (en) * 2015-12-03 2016-02-03 中国科学院微电子研究所 Method and system for optimizing analogue integrated circuit
CN108614904A (en) * 2016-12-11 2018-10-02 复旦大学 Parametric Yield of VLSI IC rapid analysis method based on emulation data dependence

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115421429A (en) * 2022-09-26 2022-12-02 深圳安森德半导体有限公司 Analog chip circuit design system and method
CN115421429B (en) * 2022-09-26 2024-04-26 深圳安森德半导体有限公司 Analog chip circuit design system and method
CN117150990A (en) * 2023-09-06 2023-12-01 江苏芯海技术开发有限公司 Enhanced visual integrated circuit design platform

Similar Documents

Publication Publication Date Title
David et al. Statistical model checking for networks of priced timed automata
Brafman A simplifier for propositional formulas with many binary clauses
CN105589736B (en) Hardware description language based on netlist segmentation and multi-threaded parallel emulates accelerated method
CN102439468A (en) Statistical formal activity analysis with consideration of temporal and spatial correlations
CN110489842A (en) A kind of aided design system and analysis method of analog cell circuit
US8271252B2 (en) Automatic verification of device models
CN105243245A (en) Reliability modeling method for failure mechanism correlational relationship of circuit module based on Petri grid
CN102364490B (en) Automatic synchronization recognition method based on hierarchical analyzing model
CN111767217B (en) JS unit test case generation method and device
KR20130122853A (en) System and method for simulating realtime severe accident phenomena for training simulator of the nuclear power plant
Szabo et al. Semantic validation of emergent properties in component-based simulation models
CN105515859A (en) Method and system for carrying out community detection to symbol network based on path similarity
Barnat et al. Executing model checking counterexamples in Simulink
CN105528296A (en) Project-software-oriented class cluster test method
US8065641B2 (en) Automatically creating manufacturing test rules pertaining to an electronic component
Lobina All tied in knots
CN104572427A (en) Page testing method, server and system
Cruz et al. Automated functional coverage for a digital system based on a binary differential evolution algorithm
Chen et al. Statistically consistent coarse-grained simulations for critical phenomena in complex networks
CN102508984B (en) Method, equipment and system for simulation acceleration based on circuit fine tuning
David et al. Stochastic semantics and statistical model checking for networks of priced timed automata
CN102857571B (en) Combined service simulation method and device thereof
Lee et al. Sequential capacity determination of subnetworks in network performance analysis
CN103838908B (en) A kind of GSTE model checking methods based on AIG and SAT solver
Stankov et al. Source code similarity detection by using data mining methods

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
WD01 Invention patent application deemed withdrawn after publication

Application publication date: 20191122

WD01 Invention patent application deemed withdrawn after publication