The document describes the operation of a scan chain used for testing integrated circuits. The scan chain can operate in either shift mode or parallel mode, controlled by the Scan_En pin. In shift mode, each scan cell's input comes from the previous cell's output to shift in a test pattern. In parallel mode, each cell's input comes from the associated combinational logic block. The testing process involves initializing the scan cells, applying a stimulus to primary inputs with Scan_En low, measuring primary outputs, pulsing the clock to capture values, and enabling scan mode to unload the captured values.
Scan design is currently the most popular structured DFT approach. It is implemented by Connecting selected storage elements present in the design into multiple shift registers, called Scan chains.
Scannability Rules -->
The tool perform basic two check
1) It ensures all the defined clocks including set/Reset are at their off-states, the sequential element remain stable and inactive. (S1)
2) It ensures for each defined clocks can capture data when all other defined clocks are off. (S2)
Spyglass DFT is comprehensive process of resolving RTL Design issues, thereby ensuring high quality RTL with fewer design bugs.
Improves test quality by diagnosing DFT issues early at RTL or netlist.
Shortens test implementation time and cost by ensuring RTL or netlist is scan-compliant.
Scan design is currently the most popular structured DFT approach. It is implemented by Connecting selected storage elements present in the design into multiple shift registers, called Scan chains.
Scannability Rules -->
The tool perform basic two check
1) It ensures all the defined clocks including set/Reset are at their off-states, the sequential element remain stable and inactive. (S1)
2) It ensures for each defined clocks can capture data when all other defined clocks are off. (S2)
Spyglass DFT is comprehensive process of resolving RTL Design issues, thereby ensuring high quality RTL with fewer design bugs.
Improves test quality by diagnosing DFT issues early at RTL or netlist.
Shortens test implementation time and cost by ensuring RTL or netlist is scan-compliant.
01 Transition Fault Detection methods by Swethaswethamg18
Fault Models
Stuck-at fault test covers
Shorts and opens
Resistive shorts – Not covered
Delay fault test covers
Resistive opens and coupling faults
Resistive power supply lines
Process variations
Delay Fault Testing
Propagation delay of all paths in a circuit must be less than clock period for correct operation
Functional tests applied at operational speed of circuit are often used for delay faults
Scan based stuck-at tests are often applied at speed
However, functional and stuck-at testing even if done at-speed do not specifically target delay faults
Introduction to SOC Verification Fundamentals and System Verilog language coding. Explains concepts on Functional Verification methodologies used in industry like OVM, UVM
Physical verification will verify that the post-layout netlist and the layout are equivalent. i.e. all connections specified in the netlist is present in the layout. This article explains physical verification.
Level sensitive scan design(LSSD) and Boundry scan(BS)Praveen Kumar
This presentation contains,
Introduction,design for testability, scan chain, operation, scan structure, test vectors, Boundry scan, test logic, operation, BS cell, states of TAP controller, Boundry scan instructions.
Clock Tree Synthesis is a technique for distributing the clock equally among all sequential parts of a VLSI design. The purpose of Clock Tree Synthesis is to reduce skew and delay. Clock Tree Synthesis is provided the placement data as well as the clock tree limitations as input. Clock Tree Synthesis (CTS) is the technique of balancing the clock delay to all clock inputs by inserting buffers/inverters along the clock routes of an ASIC design. As a result, CTS is used to balance the skew and reduce insertion latency. Before Clock Tree Synthesis, all clock pins were driven by a single clock source. Clock tree synthesis includes both clock tree construction and clock tree balance. Clock tree inverters may be used to create a clock tree that maintains the correct transition (duty cycle), and clock tree buffers (CTB) can balance the clock tree to fulfil the skew and latency requirements. To fulfil the space and power limits, fewer clock tree inverters and buffers should be employed.
In considering the techniques that may be used for digital circuit testing, two distinct philosophies may be found, First is Functional Testing, which undertake a series of functional tests and check for the correct (fault free) 0 or 1 output response. It does not consider how the circuit is designed, but only that it gives the correct output during test and second one is Fault Modelling in whichto consider the possible Faults that may occur within the circuit, and then to apply a series of tests which are specifically formulated to check whether each of these faults is present or not.The faults which are likely to occur on the wafer during the manufacture of the ICs, and compute the result on the circuit output(s) with or without each fault present. Each of the final series of tests is then designed to show that a particular fault is present or not.
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01 Transition Fault Detection methods by Swethaswethamg18
Fault Models
Stuck-at fault test covers
Shorts and opens
Resistive shorts – Not covered
Delay fault test covers
Resistive opens and coupling faults
Resistive power supply lines
Process variations
Delay Fault Testing
Propagation delay of all paths in a circuit must be less than clock period for correct operation
Functional tests applied at operational speed of circuit are often used for delay faults
Scan based stuck-at tests are often applied at speed
However, functional and stuck-at testing even if done at-speed do not specifically target delay faults
Introduction to SOC Verification Fundamentals and System Verilog language coding. Explains concepts on Functional Verification methodologies used in industry like OVM, UVM
Physical verification will verify that the post-layout netlist and the layout are equivalent. i.e. all connections specified in the netlist is present in the layout. This article explains physical verification.
Level sensitive scan design(LSSD) and Boundry scan(BS)Praveen Kumar
This presentation contains,
Introduction,design for testability, scan chain, operation, scan structure, test vectors, Boundry scan, test logic, operation, BS cell, states of TAP controller, Boundry scan instructions.
Clock Tree Synthesis is a technique for distributing the clock equally among all sequential parts of a VLSI design. The purpose of Clock Tree Synthesis is to reduce skew and delay. Clock Tree Synthesis is provided the placement data as well as the clock tree limitations as input. Clock Tree Synthesis (CTS) is the technique of balancing the clock delay to all clock inputs by inserting buffers/inverters along the clock routes of an ASIC design. As a result, CTS is used to balance the skew and reduce insertion latency. Before Clock Tree Synthesis, all clock pins were driven by a single clock source. Clock tree synthesis includes both clock tree construction and clock tree balance. Clock tree inverters may be used to create a clock tree that maintains the correct transition (duty cycle), and clock tree buffers (CTB) can balance the clock tree to fulfil the skew and latency requirements. To fulfil the space and power limits, fewer clock tree inverters and buffers should be employed.
In considering the techniques that may be used for digital circuit testing, two distinct philosophies may be found, First is Functional Testing, which undertake a series of functional tests and check for the correct (fault free) 0 or 1 output response. It does not consider how the circuit is designed, but only that it gives the correct output during test and second one is Fault Modelling in whichto consider the possible Faults that may occur within the circuit, and then to apply a series of tests which are specifically formulated to check whether each of these faults is present or not.The faults which are likely to occur on the wafer during the manufacture of the ICs, and compute the result on the circuit output(s) with or without each fault present. Each of the final series of tests is then designed to show that a particular fault is present or not.
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Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
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Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
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This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Water scarcity is the lack of fresh water resources to meet the standard water demand. There are two type of water scarcity. One is physical. The other is economic water scarcity.
2. PO/SOD
SI
SE
CLK
PI
Scan Pattern operates in one of two modes,
1) Shift Mode.
2) Parallel Mode.
Mode(Active input) is controlled by Scan_En pin.
In Shift mode the input comes from the output of the previous scan
cells or scan input port.
In parallel mode the input to each scan element comes from the
combinational logic block.
3. STEPS:-
●
Initialize scan cells; SE = 1
●
Hold the scan clock off & Apply the stimulus to primary inputs; SE = 0
●
Measure PO; SE = 0.
●
Pulse the clock to capture new value in to scan cell; SE = 0.
●
Enable the scan operation to unload and measure the captured values ;
SE = 1.
Editor's Notes
STEPS:-
Here is an example design under test (DUT). I have shown a single scan chain (in red colour) in the circuit, with Scan In and Scan Out ports. Assume that scan flip‐flops are controlled by the Scan Enable(SE) signal.
The first thing we should do is to put the scan flip‐flops into scan mode. We do this by using the Scan Enable signal. In this case, forcing SE to 1 enables the scan mode. And we start scanning in the test vector we want to apply.
We will disable scan mode by forcing Scan Enable to 0. & force primary input (PI) values and measure the primary output (PO) values: force_PI and measure_PO.
In order to push the output values of combinational blocks 1,2, and 3 into scan flip‐flops, we have to toggle the system clock. (capture pulse), all D flip‐flops (scan flip‐flops) will capture the values at their D input.
Now, we are ready to shift‐out the captured combinational logic responses. while doing that, we will also shift‐in the next test vector. & we have set Scan Enable signal back to 1 to enable shifting.
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