Projects

Functional Estimator of RF Circuits using NN

We present a method for estimating the functioanlity of RF circuits that leverages the two-port analysis method for modeling multiple topologies using a single main dataset and multiple small datasets.

Fully Automated Analog Circuit Generator using AI

We propose a framework that performs all the schematic circuit design steps from deciding the circuit topology to determining the circuit parameters by using a training set that its size is significantly reduced.

Autonomous Single-Board Computer Generator

Using a neural network model to design customized peripheral circuits for single-board computer given their main components.

Fully Autonomous SoC Synthesizer

Leveraging a differentiating technology to automatically synthesize “correct-by-construction” Verilog descriptions for both analog and digital circuits and enable a portable, single pass implementation flow.

Automatically Datasheet Scrubbing

Using deep learning, machine learning, image processing, and text processing for realizing datasheets category and then extracting relevant data (specs) for information within either text or table.

Energy-Efficient Processor

We present an energy-efficient processor with 36 systolic ARM Cortex-M4F cores and a runtime-reconfigurable memory hierarchy.

Fully Integrated CMOS FMCW Radar

We propose a compact, wideband, and fully integrated CMOS FMCW radar with a five-stage voltage-controlled ring oscillator (VCRO).