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Post-Silicon Validation: Automatic Characterization of RF Device Nonidealities Via Iterative Learning Experiments on Hardware

Recent studies show that increasing numbers of design bugs are escaping to post-silicon due to the complexity of advanced designs and the lack of adequate verification tools that can validate complex electrical interactions between electrical …

TRAP: Test Generation Driven Classification of Analog/RF ICs Using Adaptive Probabilistic Clustering Algorithm

In production testing of analog/RF ICs, application of standard specification-based tests for IC classification is not always an attractive option due to the high costs and test times involved. In this paper, a new test generation algorithm for IC …

Challenge Engineering and Design of Analog Push Pull Amplifier Based Physically Unclonable Function for Hardware Security

In the recent past, Physically Unclonable Functions (PUFs) have been proposed as a way of implementing security in modern ICs. PUFs are hardware designs that exploit the randomness in silicon manufacturing processes to create IC-specific signatures …

Self-Learning MIMO-RF Receiver Systems: Process Resilient Real-Time Adaptation to Channel Conditions for Low Power Operation

Prior research has established that dynamically trading-off the performance of the RF front-end for reduced power consumption across changing channel conditions, using a feedback control system that modulates circuit and algorithmic level "tuning …

Atomic Model Learning: A Machine Learning Paradigm for Post Silicon Debug of RF/Analog Circuits

As RF design scales to the 28nm technology node and beyond, pre-silicon simulation and verification of complex mixed-signal/RF SoCs is becoming intractable due to the difficulties associated with simulating diverse electrical effects and design bugs. …

High Resolution Pulse Propagation Driven Trojan Detection in Digital Logic: Optimization Algorithms and Infrastructure

Insertion of malicious Trojans into outsourced chip manufacturing generally results in increased capacitances of internal circuit nodes that have been tapped for node controllability and observability by malicious circuitry. Current path delay …

RAVAGE: Post-Silicon Validation of Mixed Signal Systems Using Genetic Stimulus Evolution and Model Tuning

With trends in mixed-signal systems-on-chip indicating increasingly extreme scaling of device dimensions and higher levels of integration, the tasks of both design and device validation is becoming increasingly complex. Post-silicon validation of …

VAST: Post-Silicon VAlidation and Diagnosis of RF/Mixed-Signal Circuits Using Signature Tests

Post-silicon validation of RF/mixed-signal circuits is challenging due to the need to excite all possible operational modes of the DUT in order to establish equivalence between its specified and observed behaviors and to ensure that the DUT does not …

Validation Signature Testing: A Methodology for Post-Silicon Validation of Analog/Mixed-Signal Circuits

Due to the use of scaled technologies, high levels of integration and high speeds of today's mixed-signal SoCs, the problem of validating correct operation of the SoC under electrical bugs and that of debugging yield loss due to unmodeled …