Technical Reports - 2018

Equalization of Backplane Channels Using Transmitter FFE and Receiver CTLE+DFE (EECS-2018-90)
Jesse Brannon, Hari Vemuri and Yuda Wang

New Generation Verilog-A Model Development Tools: VAPP and VALint (EECS-2018-89)
A. Gokcen Mahmutoglu, Xufeng Wang and Jaijeet Roychowdhury

Classical Verification and Blind Delegation of Quantum Computations (EECS-2018-88)
Urmila Mahadev

Optical Phase Space Measurements and Applications to 3D Imaging and Light Scattering (EECS-2018-87)
Hsiou-Yuan Liu

Design of a Brushless Servomotor for a Low-cost Compliant Robotic Manipulator (EECS-2018-86)
Allan Zhao

Mr. Plotter: Unifying Data Reduction Techniques in Storage and Visualization Systems (EECS-2018-85)
Sam Kumar, Michael P Andersen and David E. Culler

Ray DataFrames: A library for parallel data analysis (EECS-2018-84)
Patrick Yang

An Attention-Based Model for Transcription Factor Binding Site Prediction (EECS-2018-83)
Gunjan Baid

An arithmetic complexity lower bound for computing rational functions, with applications to structured and sparse linear algebra (EECS-2018-82)
James Demmel

Pedagogy, Infrastructure, and Analytics for Data Science Education at Scale (EECS-2018-81)
Vinitra Swamy

Arrhythmia Classification in Multi-Channel ECG Signals Using Deep Neural Networks (EECS-2018-80)
Kyungna Kim

Meta-analysis of massive parallel reporter assay enables functional regulatory elements prediction (EECS-2018-79)
Zhongxia Yan

DIZK: A Distributed Zero-Knowledge Proof System (EECS-2018-78)
Howard Wu, Wenting Zheng, Alessandro Chiesa, Raluca Ada Popa and Ion Stoica

Scalable, Efficient Deep Learning by Means of Elastic Averaging (EECS-2018-77)
Kevin Peng

InferLine: ML Inference Pipeline Composition Framework (EECS-2018-76)
Corey Zumar

A Data Analysis of Student Success and Motivations in the BJCx MOOC (EECS-2018-75)
Yifat Amir

EV Infrastructure Planning and Grid Impact Assessment: A Case for Mexico (EECS-2018-74)
Alexandra von Meier

Exploring Novel Architectures For Serving Machine Learning Models (EECS-2018-73)
Aditya Chopra

The Design of an Analog Associative Memory Circuit for Applications in High-Dimensional Computing (EECS-2018-72)
Miles Rusch

Epigenetic Imputation (EECS-2018-71)
Alexander Ku

EV Infrastructure Planning and Grid Impact Assessment: A Case for Mexico (EECS-2018-70)
Alexandra von Meier

Visual Model Predictive Control (EECS-2018-69)
Varun Tolani

Using Physics Simulators to Aid in Real-Time Robot Planning (EECS-2018-68)
Michael Tong

Fighting Fake News: Image Splice Detection via Learned Self-Consistency (EECS-2018-67)
Minyoung Huh, Andrew Liu, Andrew Owens and Alexei (Alyosha) Efros

Table-based Device Modeling: Methods and Applications (EECS-2018-66)
Archit Gupta

ConNect: Exploring Augmented Reality Service using Image Localization and Neural Network Object Detection (EECS-2018-65)
Tong Li

ConNect: Exploring Augmented Reality Service using Image Localization and Neural Network Object Detection (EECS-2018-64)
Tong Li

A 12.5GHz High Speed Data Link (EECS-2018-63)
Glenn Kewley

See-Thru: Towards Minimally Obstructive Eye-Controlled Wheelchair Interfaces (EECS-2018-61)
Corten Singer

Hollow Disk Electromechanical Coupling Cx/Co Boosting (EECS-2018-60)
Yafei Li and Clark Nguyen

12.5 Gbit/sec Serial Link (EECS-2018-59)
Glenn Kewley

Thin-Film Electrostatic Actuators and Adhesives for High-Voltage Robotics (EECS-2018-58)
Ethan Schaler

nbinteract: Generate Interactive Web Pages From Jupyter Notebooks (EECS-2018-57)
Samuel Lau and Joshua Hug

An Internet-Spanning Content Distribution Mechanism for IoT (EECS-2018-56)
Griffin Potrock

Modeling Supervisor Safe Sets for Improving Collaboration in Human-Robot Teams (EECS-2018-55)
Dexter Scobee

AutoQuiz: an online, adaptive, test practice system (EECS-2018-54)
Zhiping Xiao

Frequency-swept Ferromagnetic Resonance Characterization of Permalloy Thin Films (EECS-2018-53)
Samuel Holladay

Lifted Recurrent Neural Networks (EECS-2018-52)
Rajiv Sambharya

A Hardware Accelerator for Computing an Exact Dot Product (EECS-2018-51)
Jack Koenig

Interpretable Machine Learning with Applications in Neuroscience (EECS-2018-50)
Reza Abbasi Asl

Program Synthesis for Systems Biology (EECS-2018-49)
Ali Sinan Koksal

Interactive CAD Software for the Design of 2-manifold Free-form Surfaces (NOME) (EECS-2018-48)
Gauthier Dieppedalle

Self-supervised Deep Reinforcement Learning with Generalized Computation Graphs for Robot Navigation (EECS-2018-47)
Gregory Kahn, Adam Villaflor, Bosen Ding, Pieter Abbeel and Sergey Levine

An Integrative Approach to Data-Driven Monitoring and Control of Electric Distribution Networks (EECS-2018-45)
Roel Dobbe

Extraction of Vehicle Trajectories from Online Video Streams (EECS-2018-44)
Xinhe Ren, David Wang, Michael Laskey and Ken Goldberg

Learning Image-Conditioned Dynamics Models for Control of Under-actuated Legged Millirobots (EECS-2018-43)
Anusha Nagabandi

Ultra Low Noise Preamplifier Design for Magnetic Particle Imaging (EECS-2018-42)
Quincy Huynh

A Learning-Based Approach to Safety for Uncertain Robotic Systems (EECS-2018-41)
Anayo Akametalu

A Learning-Based Approach to Safety for Uncertain Robotic Systems (EECS-2018-39)

A Learning-Based Approach to Safety for Uncertain Robotic Systems (EECS-2018-38)

Imitation from Observation: Learning to Imitate Behaviors from Raw Video via Context Translation (EECS-2018-37)
YuXuan Liu, Abhishek Gupta, Pieter Abbeel and Sergey Levine

Image Synthesis for Self-Supervised Visual Representation Learning (EECS-2018-36)
Richard Zhang

Natural Language Understanding for Healthcare Queries (EECS-2018-35)
Vivek Raghuram

Exploratory model analysis for machine learning (EECS-2018-34)
Biye Jiang

Adaptive Memory Networks (EECS-2018-33)
Daniel Li

A Simple Neural Attentive Meta-Learner (EECS-2018-32)
Nikhil Mishra, Mostafa Rohaninejad, Xi Chen and Pieter Abbeel

Detection limits and fluctuation results in some spiked random matrix models and pooling of discrete data (EECS-2018-31)
Ahmed El Alaoui

Alluxio: A Virtual Distributed File System (EECS-2018-29)
Haoyuan Li

Joint State and Parameter Estimation in Temporal Models (EECS-2018-28)
Yusuf Erol, Stuart J. Russell and Laurent El Ghaoui

Lung Nodule Detection Using Convolutional Neural Networks (EECS-2018-27)
Jiaying Shi

Go with the Flow: Graphs, Streaming and Relational Computations over Distributed Dataflow (EECS-2018-26)
Reynold Shi Xin

Formal Specification for Deep Neural Networks (EECS-2018-25)
Sanjit A. Seshia, Ankush Desai, Tommaso Dreossi, Daniel Fremont, Shromona Ghosh, Edward Kim, Sumukh Shivakumar, Marcell Vazquez-Chanlatte and Xiangyu Yue

Mathematical Compact Models of Advanced Transistors for Numerical Simulation and Hardware Design (EECS-2018-24)
Juan Duarte

Population Coding in Retinal Ganglion Cells (EECS-2018-23)
Reza Abbasi Asl

An Efficient, Full Stack Protocol for Body Area Mesh Networks (EECS-2018-22)
Ramakrishnan Menon

A deep generative model for gene expression profiles from single-cell RNA sequencing (EECS-2018-21)
Nir Yosef, Michael Jordan and Romain Lopez

Electronic-Photonic Co-Design of Silicon Photonic Interconnects (EECS-2018-20)

Electronic-Photonic Co-Design of Silicon Photonic Interconnects (EECS-2018-19)

Novel Processing Schemes for Material Systems on Amorphous and Flexible Substrates (EECS-2018-18)
Kevin Chen

A 60 GHz Development & Test Platform for Wireless Systems Research (EECS-2018-17)
Christopher Yarp

Stirling Engine for Solar Thermal Electric Generation (EECS-2018-15)
Mike Miao He

Powering OMNI: A Distributed and Modular Closed-Loop Neuromodulation Device (EECS-2018-14)
George Alexandrov

An Early Exploration of Causality Analysis for Irregularly Sampled Time Series via the Frequency Domain (EECS-2018-12)
Francois Belletti

Assembly of a Wireless Ultrasonic Backscatter System (EECS-2018-10)
Konlin Shen

Scenic: Language-Based Scene Generation (EECS-2018-8)
Daniel Fremont, Xiangyu Yue, Tommaso Dreossi, Shromona Ghosh, Alberto L. Sangiovanni-Vincentelli and Sanjit A. Seshia

Dueling Metrics: Choosing the Appropriate Error Metric for Models of Cognition in the Learning Analytics Field (EECS-2018-7)
Phitchaya Phothilimthana, Seung Yeon Lee and Zachary Pardos

Modeling and Control of Resonant Switched Capacitor DC-DC Converter (EECS-2018-6)
Yongjun Li

The Dark Net: De-Anonymization, Classification and Analysis (EECS-2018-5)
Rebecca Portnoff

Transconductance Amplifier for SC Filter (EECS-2018-4)
Emile Kowalski

Towards a Better Mechanistic Understanding of the Degradation Processes of Perovskite Solar Cells (EECS-2018-3)
Carlos Biaou

Lambda: An Autograder for Snap! (EECS-2018-2)
Dan Garcia

Spawnpoint: Secure Deployment of Distributed, Managed Containers (EECS-2018-1)
John Kolb