Printed Circuit Board (PCB) design is both a science and an art, and it could be a challenging and complex process that requires a deep understanding of electrical engineering principles,...
Both consumers and businesses demand more innovative products with advanced technologies and abilities. Therefore, there is a rapid progression and development in electronic technology. Printed Circuit Boards, or PCBs, are...
As we are all set to enter 2023, the global economy is still reeling from the recent pandemic. However, the semiconductor industry continues to grow. According to a study by...
Time is money, and it must never be wasted. This aphorism applies to everything, including embedded system technology. For this reason, System-on-Modules are so popular right now since they provide...
As the name implies, stackup refers to the process of collection of copper and insulation layers that form the PCB before finalizing the board design. With the advent of modern...
In today's world, semiconductor technologies have the most significant impact on our daily lives. As with engineering products, semiconductors have two parts: the designing aspect and the manufacturing or production...
Each electronic device comprises several meters of wires and multiple small copper parts. These parts work in unison to run an electronic device successfully, regardless of whether it is a...
Can you imagine a world without technologies wherein there are no computers, mobile phones, television, automobiles, AC, and airplanes? Without a proper PCB layout, a device cannot function properly. Creating...
About Embedded System An embedded system is also termed an integrated system. It is a computer system designed by an embedded engineer to facilitate special functions, and its parts are...
In the past year and a half, COVID has impacted the semiconductor industry, disrupting the supply chains. These supply chain disruptions have compelled organizations to review their silicon supply strategy...
System-Level Test (SLT) for Volume is one of the Centers of Excellence (COE) initiatives that Tessolve had taken in the Test Business Unit (BU). In this blog, we caught up...
RiVer Core is a python based extensible and scalable framework aimed at providing a central control point for all major aspects of a RISC-V processor verification flow. The tool is...
Usability Testing is a versatile method to evaluate your product with users and find usage problems as early as possible. Read More Find out how Tessolve Software Testing services help...
In other areas of IT security, scanners rely primarily on fingerprinting and signatures to find known unpatched vulnerabilities. Read More Find how Tessolve Services enable you to prevent breaches by...
Eviction caused due to smart city-related projects as revealed in the report, and will discuss the Smart Cities Mission, its progress, how smart cities are responding to Covid-19. Read More...
The prediction of power consumption of chips under a given workload is one of the most complex tasks our industry must tackle today. Read More Learn more about how Tessolve...
The prediction of power consumption of chips under a given workload is one of the most complex tasks our industry must tackle today. Read More Learn more about how Tessolve...
In the software development cycle, testing is one of the important criteria. There are many tools available in this space for testing such as Junit, Jmeter, manual, automation, and many...
One way to provide assurance to end-users is to demonstrate security best practices and third-party assurance. Read More Find out how Tessolve IoT services help to build a foundation of...
Automated penetration testing tools will then choose out of this list of targets the “best” system to take over, making decisions based on ease of exploit, noise and other such...
Attacks on IoT devices continue to rise at an alarming rate due to poor security protections and cybercriminals use of automated tools to exploit these vulnerabilities. Read More Learn more...
Verification is producing so much data from complex designs that engineering teams need to decide what to keep, how long to keep it, and what they can learn from that...
To choose the right performance testing tool is the first and foremost requirement in the planning phase. After understanding the application architecture and business requirements, you have to select the...
The real beauty of IoT environments is the ability to make routine activities smarter through the combination of seamless connectivity, data collection and analysis capabilities. Read More Understand how Tessolve...
Common IoT devices and components include sensors, smart locks, smart lighting, and myriad other embedded systems. Read More Find out how Tessolve IoT services help to build a foundation of...
RISC-V is gaining attention throughout the semiconductor industry. It offers the lure of an open-source solution that anyone can leverage to create their own CPU or custom accelerator. Read More...
The purpose of implementing performance testing is to provide information on apps concerning speed, stability, reliability, and scalability. Read More Find out how Tessolve software Testing services help you to...
The need to collect patient’s data, store them, and analyze all the information has driven the healthcare industry to embrace Cloud software & IoT technologies. Read More Learn more about...
Wireless IoT endpoints are becoming the norm, with many options to choose from when connecting these devices from cellular and Wi-Fi to ZigBee, ANT+, and Thread. Read More Find out...
Agile testing was one of the many areas of the IT industry that was significantly affected by the pandemic. Read More Find out how Tessolve Software Testing services help you...
With the changing cybersecurity landscape, hackers have nudged their creativity to develop new strategies for cyber-attacks. Read More Find how Tessolve Services enable you to prevent breaches by protecting and...
Much of healthcare’s IoT focus has centered on patient monitoring applications. Read More Learn more about how Tessolve IoT services and solutions can ensure the smart revolution is delivering safe,...
In PCB-based systems, there are lots of devices on one board. Over time, as scaling allows for tighter integration and increased density, it is possible to bring everything together onto...
DevOps offers solutions to break down the walls between them and achieve more productivity through increased cooperation. Read More Find out how Tessolve software Testing services help you to solve...
Integrated apps and connected services deliver more value for the customer, enhancing customer loyalty after the initial purchase. Read More Understand how Tessolve Automotive services help you protect & defend...
Instituting an IIoT solution is a complicated process and cannot be overstated. Read More Find out how Tessolve IoT services help to build a foundation of trust, security and safety...
A three-phase wave bridge inverter is the most commonly-used inverter topology in industrial applications. To simplify the concept, a single-phase version is analyzed. Read More Find out how Tessolve Hardware...
Performance testing can be time consuming due to its category of testing. So, including performance testing in sprint releases for agile methodologies in its initial days were little tough. Read...
Digital health platforms were available across the globe in different variants far before the onset of the pandemic. Read More Learn more about how Tessolve IoT driven connected healthcare services...
As the IoT technology proliferates the marketplace, so does its form and utilities being realized by people in general. Read More Find out how Tessolve IoT services help to build...
Past architectural nods to interconnect delay, however, focused largely on moving data between chips. Increasingly, data may take a non-trivial amount of time to go to where it’s needed even...
With the passage of time, the customers and market needs have been modified by a great extent. Read More Find out how Tessolve Software Testing services help you to establish...
To optimizing data security, the enterprises must focus on IoT security challenges protecting IoT devices, IoT networks, and IoT infrastructure from many existing and emerging security threats. Hence, it is...
According to new data released by Cybersecurity Insiders, 72% of organizations experienced an increase in endpoint and IoT security incidents in the last year, while 56% anticipate their organization will...
UI testing can be cumbersome because the user interface constantly changes. When you combine that with building test scripts, an automated solution makes for the more logical decision. Read More...
The use of IoT in healthcare across the sector has been increasing rapidly whether its the overall physical industry or just an app on healthcare or medical. Read More Learn...
Leading-edge applications such as artificial intelligence, machine learning, automotive, and 5G, all require high bandwidth, higher performance, lower power and lower latency. Read More Find out how Tessolve Hardware Verification...
Today’s hyper-accelerated and dynamic paced business conditions have made it critical for companies to adopt DevOps tactics that promote better collaboration, camaraderie and continuous delivery. Read More Find out how...
Each vehicle would beam GPS coordinates, speed and direction data. Nearby vehicles would receive the data, analyze it with on-board computers, send safety alerts, and engage collision-avoidance systems, he explained....
The IoT is a system-level feature and will be best implemented if it is designed-in to product families as a feature of their architecture, subassemblies, and components. Read More Find...
Despite the widespread use of low-power ICs—or counterintuitively, because of it—DC power-rail currents on PCBs keep increasing. It’s not unusual to have a modest-size board drawing high tens of amps...
Cloud testing refers to the software testing phenomenon dedicated to check the cloud computing based services. Read More Find out how Tessolve software Testing services help you to establish a...
IoT technologies increase the accessibility to patient data, enable real-time decision making, and offer ease and efficiency through automation. Read More Learn more about how Tessolve IoT driven connected healthcare...
IoT especially, is viewed as a key enabler, driving digital transformation to unlock operational efficiencies. Artificial Intelligence (AI), coupled with ubiquitous connectivity, is enabling exponential value being generated by IoT....
Transfer learning, retraining, and the democratization of the toolkits around deploying ML models are critical to get to the volume you’re talking about. Read More Learn more about how Tessolve...
This article explains the process to incorporate usability testing in the feature development workflow. Read More Find out how Tessolve Software Testing services help you to establish a cost-effective software...
The concept of the Internet of Things (IoT) envisions a world in which billions of interconnected objects possess artificial intelligence, internet, and sensing and actuation capabilities. Read More Find out...
IoT devices are often built on libraries and common platforms, such as Android or another device OS/firmware. Read More Find out how Tessolve IoT services help to build a foundation...
It’s important to continuously refine the testing automation process to constantly uncover the most effective and efficient solutions in terms of software. Read More Find out how Tessolve Software Testing...
The Healthcare sector has been a quick adopter of new technologies, and it continuously innovates and accepts the technological advancements in healthcare information technology with open arms. Read More Find...
Using wearable health data for insurance, AI in medical devices, and IoT sensors in hospitals. Read More Learn more about how Tessolve IoT services and solutions can ensure the smart...
Survey data suggests that additional microprocessor cores are not being added into SoCs, but you have to dig into the numbers to find out what is really going on. Read...
In a usability test you learn how your target group really uses your product and how you perfectly adapt it to their needs. Read More Find out how Tessolve software...
The main advantage of connected cars is data sharing. Understanding how cars make use of data is critical to understanding how automotive apps work. Read More Understand how Tessolve Automotive...
There are many examples of how IoT is facilitating human activities. All kinds of devices can gather and share information from their environment. Read More Find out how Tessolve IoT...
When chip scaling is becoming more difficult and expensive at each node, engineers are putting multiple chips in advanced packages as an alternative to chip scaling. Read More Find out...
This article explains how to build and setup the testing framework for Azure Functions. Read More Find out how Tessolve software Testing services help you to establish a cost-effective software...
Healthcare organizations are the new focus of attackers for carrying out Internet-of-Things (IoT)-focused cyberattacks. Read More Learn more about how Tessolve IoT driven connected healthcare services can help organizations innovate...
Researchers found a significant security flaw in a series of IoT connectivity chips could leave billions of industrial, commercial and medical devices open to attackers. Read More Find out how...
RISC-V is definitely getting a lot of traction in the microcontroller space, this would make easier for other companies to adopt that baseline designs. Read More Learn more about how...
This article takes a look at some of the common pain points around one phase of testing during pre-production, DAST (Dynamic Application Security Testing), the black box testing that simulates...
The rapid adoption of internet-of-things technologies has introduced a variety of cyber security concerns into modern enterprise environments. Read More Find out how Tessolve IoT services help to build a...
IoT makes a point to interface everything that you can see around to the Internet, which ranges from new applications to various smart devices made by extraordinary IoT developers. Read...
Recent interest in advanced packaging is driven by the need for increased on-package bandwidth, the need to integrate diverse IPs from multiple foundries, and the need for improved yield resiliency....
Robot Framework will execute the tests sequentially one after another and the results will be gathered in one output log and report. Read More Find out how Tessolve software Testing...
The manufacturing industry has already employed IoT technology to monitor the performance of factory equipment. Read More Understand how Tessolve Automotive services help you protect & defend against latest and...
In DevOps we are merging the development team with the operations team. Together they plan, release, and monitor the product, and this allows them to know a lot more about...
IoT is an internet technology and all the different devices that are connected to it share data and communicate with each other. Read More Learn more about how Tessolve IoT...
The IoT is a proven strategy, a developing trend, and an innovative technology. More importantly, the IoT is enabling manufacturers to improve efficiencies, reduce waste and increase profits. Read More...
This article makes you to think about the architecture in terms of devices working in concert with designs and problems. Read More Learn more about how Tessolve Hardware Verification services...
This article explains at continuous testing to understand why it plays a key role in DevOps, and why test automation is essential in enabling continuity. Read More Find out how...
Asset availability and serviceability are critical to manufacturers, so when it comes to providing security for the Internet of Things (IoT)—that fast-growing array of monitoring and control devices connected via...
With IoT still in its relative infancy, one problem is that organizations simply don’t understand the exposure risk related to their IoT devices. Read More Find out how Tessolve IoT...
Regression testing is a way to corroborate that the previously developed and tested software still performs as intended after code refactoring, introducing new features or interfacing with third-party libraries. Read...
Cybersecurity is one of the hottest fields to be in, thanks to companies going remote. Read More Find how Tessolve Services enable you to prevent breaches by protecting and securing...
Internet of Things (IoT) is a connected network of devices, wherein the devices are connected to each other and to the internet with the help of wireless technology. Read More...
One of the first challenges a design team must overcome is the accurate aggregation of substrates—which can be both active and passive—and discrete devices. Read More Find out how Tessolve...
APIs or Web APIs pretty much drive most of the user-facing digital products. Read More Find out how Tessolve software Testing services help you to solve issues in a cost-effective...
Connected vehicles have been the most visible and familiar example of the Internet of Things (IoT) technology. Read More Understand how Tessolve Automotive services help you protect & defend against...
Since most IoT nodes transmit digital data only, these analog sensor outputs must be digitized. As a result, some signal conditioning is needed to make the outputs suitable for use....
This is the verification of a design entity implemented against architectural requirements or specifications. It is not limited only to microprocessors but can be used for GPUs and networking designs...
DevOps is the preferred methodology for software development companies looking to code, build, test, and deploy software as a continuous process. Read More Find out how Tessolve software Testing services...
A growing number of industrial organizations have invested in Internet of Things (IoT) and other technologies such as augmented and virtual reality to protect workers as momentum in the sector...
Interconnects are becoming increasingly challenging to design, implement and test as the amount of data skyrockets and the ability to move that data through denser arrays of compute elements and...
The fast-technological advancements in the software development and software testing industry strike the testers to improve their skills analytically. Read More Find out how Tessolve Software Testing services help you...
Many manufacturers today find themselves struggling to provide adequate security for Internet-connected cameras, sensors, monitors and control devices. Read More Find out how Tessolve IoT services help to build a...
Hardware and software technologies dedicated to securing Internet of Things (IoT) devices against growing and evolving threats have earned third-party IoT security certifications. Read More Find out how Tessolve IoT...
Most organizations already understand that test automation is essential for modern application delivery processes. Read More Find out how Tessolve Software Testing services help you to establish a cost-effective software...
Penetration tests evaluate your security posture at the moment of the test. Read More Find how Tessolve Services enable you to prevent breaches by protecting and securing your data against...
The application of IoT in the healthcare sector is a hope for better healthcare because it facilitates health centers to function competently and patients to get better treatment. Read More...
Reference designs have always been prized as handy blueprints from which you can more quickly develop your designs. Increasingly, they’re not just desirable but mandatory to make the sale. Read...
Continuous integration was becoming popular around that time, and our engineering team established a process for developers to integrate their work frequently. Read More Find out how Tessolve software Testing...
With the advancements in cognitive learning and the proliferation of IoT sensors across production lines, we are entering a new stage of predictive maintenance. Read More Understand how Tessolve Automotive...
Designers of IoT solutions are relying on power management solutions to efficiently handle the power needed to energize a wide range of IoT devices. Read More Find out how Tessolve...
Layout verification has become a major contributor to delays in design delivery. This has been growing in impact for many reasons, including increases in design complexity, design sizes, number and...
Most applications today are designed with a service-oriented architecture structure. The application is interconnected with many subsystems that can be outside of the application environment. Read More Find out how...
IoT has emerged as a technology bringing all the data and information together to create a common language format for the devices and apps to interact. Read More Learn more...
New regulations and variability of advanced process nodes are forcing chip designers to insert additional capabilities in silicon to help with comprehension, debug, analytics, safety, security, and design optimization. Read...
Most test automation efforts are plagued by false positives: tests that fail even though the application is behaving correctly. Read More Find how Tessolve automation Testing Services enables organisations to...
Ensuring end-to-end security of data flow in the Internet of Things (IoT) remains an essential, and still unsolved, challenge that is hindering development. Read More Find out how Tessolve IoT...
Enterprises appear to be of two minds concerning IoT devices. On the one hand, IoT devices can help develop more flexible and agile business environments. Additionally, they can help gather...
Agile tests ensure that the software product meets the technical and functional requirements and reduces the risk of cost and project timeline overruns. Read More Find out how Tessolve Software...
Penetration testing is identifying any exploitable vulnerabilities by intentionally attacking your network or system. Read More Find how Tessolve Services enable you to prevent breaches by protecting and securing your...
The Internet of Things enables access to a free-to-air digital network that links to small devices, such as sensors, to collect and transmit data for a host of real-time applications....
Digital chips in the semiconductor industry evolve from each other. Ideas flow into each other over the years, with occasional big leaps in evolution. Read More Find out how Tessolve...
DevOps is making sure that devs and ops and tests and security and these people work with a higher degree of communication. Read More Find out how Tessolve software Testing...
With emerging autonomous vehicles, 100% connected cars and 5G, it is possible to engineer and embed technology in ways that protect the environment and promote long-term sustainability. Read More Understand...
Several devices and software that connect plant-floor data operate by simply hosting a traditional website in the cloud. Read More Find out how Tessolve IoT services help to build a...
With the power to customize comes responsibility and in the case of RISC-V that means doing more checks than designers used to have to do with processor cores. Read More...
Load testing of an API of real-time AWS Kinesis based pipeline with the help of JMeter. Read More Find out how Tessolve software Testing services help you to establish a...
IoT is creating new business models—companies now offer a service, whether it is data monitoring or predictive maintenance, instead of just offering products. Read More Find out how Tessolve IoT...
Continuous testing is the only way to ensure that hospital systems are running effectively. Read More Learn more about how Tessolve IoT driven connected healthcare services can help organizations innovate...
Ensuring that chiplets will work as expected throughout their expected lifetimes, with increasingly heterogeneous, multi-vendor architectures is not trivial. Read More Learn more about how Tessolve Hardware Verification services help...
This article introduces a new set of challenges for integration testing, which Bloomberg says is addressed by adopting a Continuous Integration/Continuous Delivery (CI/CD) approach. Read More Find out how Tessolve...
IoT security remains one of the most important, yet least understood parts of a proper IoT implementation. Read More Find out how Tessolve IoT services help to build a foundation...
IoT manufacturers are much more eager to out-produce their competitors, they will offer no updates or only issue updates until they move on to the next new product. Read More...
Test automation, defined here as software written for the express purpose of helping test other software more efficiently, has an alarmingly high failure rate. Read More Find how Tessolve automation...
IoT has already become a well-known technology in the era of digital transformation. IoT can be seen as the next-gen interconnection paradigm which will allow connectivity amongst folk’s machines and...
Building a house that is strong enough to withstand the test of time requires well-defined codes, specifications based on rigorous testing, and thorough certification. Read More Find out how Tessolve...
Customers are more focused on the productivity of resources deployed and the effort spent by them in order to settle their bills. When it comes to costing, customers would a...
Network penetration testing is identifying any exploitable vulnerabilities by intentionally attacking your network or system. Read More Find how Tessolve Services enable you to prevent breaches by protecting and securing...
Smart cities run on the backbone of sensors and IoT devices that are connected – to each other, to control systems and external systems – over the internet and cloud...
The RISC-V platform gives you a standard, open-source kind of platform, and then the user builds a specialized application and actually can extend the ISA. Read More Find out how...
Test automation helps testers to test faster and better, but it can never replace a human eye. Read More Find out how Tessolve software Testing services help you to solve...
IoT – The Fuel for Autonomous and Connected Vehicles The coming era of autonomous vehicle technology will help new applications, services, and commerce developed. Read More Understand how Tessolve Automotive...
The testbed demonstrates how industrial IoT technologies can be employed to improve worker safety and well-being, while facilitating safety compliance and enabling safe work operations. Read More Find out how...
Verification actually increases after the product is deployed, because you get a lot of security researchers and people trying to break your products to find bugs and flaws that the...
DevOps has emerged as an effective methodology to ensure the development, testing, and deployment of top-quality software applications quickly. Read More Find out how Tessolve software Testing services help you...
Healthcare is becoming smarter with newer technologies. Smart hospitals to robot surgeons, IoT has lifted patient care to new levels. Read More Learn more about how Tessolve IoT driven connected...
The Industrial Internet of Things (IIoT) has grown over the last few years as a grassroots technology stack being piloted predominantly in the oil & gas industry to wide scale...
Poorly secured IoT devices and services can serve as entry points for cyberattacks, compromising sensitive data, weaponizing data, and threatening the safety of individual users. Read More Learn more about...
Automation testing framework is not a single tool but a collection of tools and processes. Read More Find out how Tessolve Software Testing services help you to establish a cost-effective...
Poorly secured IoT devices and services can serve as entry points for cyberattacks, compromising sensitive data, weaponizing data, and threatening the safety of individual users. Read More Find out how...
Advanced chip design is becoming a great equalizer for analog and digital at each new node. Read More Find out how Tessolve Hardware Verification services help to meet the challenging...
Test automation or automation testing is the automation test case execution and compare their results with the results you expect. Read More Find how Tessolve Automation Testing Services enables organisations...
Traditional cybersecurity methodologies cannot effectively scale up to the speed or capability needed to keep up with today’s cyber security threats. Read More Find out how Tessolve IoT services help...
The Internet of Things (IoT) initiative that connects smart home devices such as doorbells, lights, locks, security cameras, and thermostats has made it easy for everyone to install and use...
Regardless of the memory technology, the accelerator redefines the latency and energy consumption characteristics of the system as a whole. Read More Find out how Tessolve Hardware Verification services help...
It is obvious to define cloud computing as a total solution that delivers IT as a Service. Read More Find out how Tessolve Software Testing services help you to solve...
Devices owned by other companies that may be using the same network, wired or wireless, due to other family members working from home. This is clearly a scoping issue and...
Smart Connected IoT products are disrupting the dynamics of entire industries. Read More Find out how Tessolve IoT services help to build a foundation of trust, security and safety in...
Introduce you to Jest testing techniques, including: running tests, testing React components, snapshot testing, and mocking. Read More Find out how Tessolve Software Testing services help you to solve issues...
The SiFive model, provides technology based on RISC-V, and our customers can take that and make modifications. They can add instructions and different things to come up with their own...
While IoT devices have a lot of potential for the healthcare industry, there are some downsides that have limited their feasibility for adoption at scale. Read More Learn more about...
Security breaches keep dominating the headlines and as a result, more organizations have moved to better protect their web apps. Read More Find how Tessolve Services enable you to prevent...
With most DevOps projects, the aim is to automate the maximum number of manual processes falling under the software delivery process. Read More Find out how Tessolve Software Testing services...
It’s important to ensure IoT security as IoT is a connected network of devices or appliances that comprise software that enables them to connect to the Internet. Read More Find...
Security has always been a concern with IoT, and that has not gone away as more organizations launch projects. Read More Find out how Tessolve IoT services help to build...
This article shares what the innovative development teams are doing to achieve great levels of success with their test automation initiatives. Read More Find how Tessolve automation Testing Services enables...
Software is especially vulnerable, which needs better code hardening, a better process around the security of the software, and the management of the software. Read More Find out how Tessolve...
When an IoT device connects to a resource such as a cloud service or remote host, it potentially exposes itself—and by extension the entire IoT network—to threats masquerading as legitimate...
IoT is proving to be an ally in helping economies turn green and how secure IoT platforms can benefit the environment as it moves towards being more common in many...
In this article, we will discuss key challenges and benefits to adopting a continuous testing methodology with a primary focus on test automation, where to automate, and testing frameworks. Read...
VIP is considered a valuable component of a verification methodology as it describes libraries of reusable verification components and pre-defined functional blocks instrumental in validating the correctness of complex interfaces...
This article looks at how data, AI and IoT can superpower industry, the type of infrastructure needed to make it work and the steps required for it to happen. Read...
The IoT is used for interconnected healthcare devices like monitoring systems, sensor machines, and detectors that can capture real-time health information. Read More Learn more about how Tessolve IoT driven...
The verification of processor architectures designed for Machine Learning (ML) applications represent a departure from conventional techniques. Conventional constrained random testbenches, which focus on stimulus driving coverage, cannot scale for many ML algorithm realizations. ML architectures involve neural networks of processors that “learn” by manipulating coefficients across the network to match ideal outputs to a large quantity of input data. Furthermore, smart compiler technology is employed to leverage the many paths available in the network. An effective verification strategy can leverage planning algorithms that start with the desired output and optimize input values to achieve that output. Ensuring the paths that the compiler might trigger have all been tested, and that the test content can scale from individual processors to the entire network are critical challenges. Breker will share various approaches to this problem, developed through cooperation with three noted AI processor providers.
3 Key Points:
Current verification methodologies cannot scale to meet ML processor challenges
ML verification approach: consider desired outputs, optimize inputs to match
Test Suite Synthesis enable planning algorithm approach to target ML requirements
An Emulation Strategy for Artificial Intelligence Designs
The emergence of Artificial Intelligence is the “next big thing” and presents a unique opportunity for disruptive semiconductor development. End applications could range from ADAS, to 3D facial recognition, to voice and image processing, or to intelligent search. The SoCs for AI applications whether targeted for training or inference will have their own unique characteristics, but present quite common verification challenges that we will present in this session.
Supporting designs as big as 15 billion gates, Mentor’s Veloce Strato has unique virtualization capabilities that enable highly accurate pre-silicon execution of AI benchmarking applications like MLPerf. The Veloce Power App enables analysis of peak and average. We will cover how Veloce Strato and its supporting solutions are the best tool to help address the verification challenges of SoCs targeted for AI applications.
Most AI chips and hardware accelerators that power machine learning (ML) and deep learning (DL) applications include floating-point units (FPUs). Algorithms used in neural networks are often based on operations that use multiplication and addition of floating-point values. FPUs are difficult to implement. The IEEE 754 standard defines many corner-case scenarios and non-ordinary values. Even a minor rounding mistake could accumulate over many iterations and produce a large error. An FPU formal verification app compliant with IEEE-754 provides an efficient and rigorous solutions to FPU functional verification
3 Key Points:
Floating-point unit (FPU) for AI chips
FPU Formal Verification App
Compliance with IEEE-754
Name: Mike Bartley
Designation: Senior Vice President – VLSI Design
Title: Introduction
Biography:
Mike Bartley has a PhD in Mathematics from Bristol University, an MSc in Software Engineering, an MBA from the Open University and over 25 years of experience in software testing and hardware verification. He has built and managed state-of-the-art test and verification teams in a number of companies who still use the methodologies he established. Since founding TVS in 2008 he has grown the company to over 100 employees worldwide. Dr Bartley is Chair of both the Bristol branch of the British Computer Society and the West of England Bristol Local Enterprise Partnership (LEP). He has had over 50 articles and presentations published on the subjects of hardware verification, software testing and outsourcing.