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Documents from 2018

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Contractive Autoencoding for Hierarchical Temporal Memory and Sparse Distributed Representation Binding, Luke G. Boudreau

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Cross Layer Routing in Cognitive Radio Network Using Deep Reinforcement Learning, Snehal Sudhir Chitnavis

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Exploring High Level Synthesis to Improve the Design of Turbo Code Error Correction in a Software Defined Radio Context, Bradley E. Conn

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Meta Learning for Graph Neural Networks, Rohan N. Dhamdhere

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Holographic Generative Memory: Neurally Inspired One-Shot Learning with Memory Augmented Neural Networks, Dillon R. Graham

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Adjustment of Parametric Dynamic Scheduling Heuristics for Heterogeneous Systems to Account for Heterogeneity, Thomas G. Guerin

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Design Considerations for Training Memristor Crossbars Used in Spiking Neural Networks, Lydia M. Hays

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Cache Memory Access Patterns in the GPU Architecture, Yash Nimkar

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Multi-modal learning using deep neural networks, Dheeraj Kumar Peri

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Exploring the Application of Homomorphic Encryption for a Cross Domain Solution, Cody W. Tinker

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Graph-based Performance Estimation on Customized MIPS Processors, Saaim Valiani

Documents from 2017

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A Privacy-Preserving Method with Flexible Charging Schedules for Electric Vehicles in the Smart Grid, Sabrina Afrin

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Efficient Error detection Architectures for for Low-Energy Block Ciphers with the Case Study of Midori Benchmarked on FPGA, Anita Aghaie

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Deep Learning Localization for Self-driving Cars, Suvam Bag

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Teaching Agents with Deep Apprenticeship Learning, Amar Bhatt

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Understanding Traffic Characteristics in a Server to Server Data Center Network, Siva Shankar Chandrasekaran

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Advanced Music Audio Feature Learning with Deep Networks, Madeleine Daigneau

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Accelerating Homomorphic Encryption in the Cloud Environment through High-Level Synthesis and Reconfigurable Resources, Michael J. Foster

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Algorithmic Framework and Implementation of Spectrum Holes Detection for Cognitive Radios, Ian J. Frasch

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Automatic Assessment of Medication States of Patients with Parkinson’s Disease using Wearable Sensors, Murtadha Dawood Hssayeni

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Obstacle Avoidance and Path Planning for Smart Indoor Agents, Rasika M. Kangutkar

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Alternative Processor within Threshold: Flexible Scheduling on Heterogeneous Systems, Stavan Satish Karia

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Deep Learning for Semantic Video Understanding, Sourabh Kulhare

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Sensor Fusion and Deep Learning for Indoor Agent Localization, Jacob F. Lauzon

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Renewable Energy-Aware Routing in the Internet, Ziyang Liu

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Artificial Neural Network Based Prediction Mechanism for Wireless Network on Chips Medium Access Control, Ranjith Murugesan

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Automatic Video Captioning using Deep Neural Network, Thang Huy Nguyen

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Deep Learning Architectures for Novel Problems, Felipe Petroski Such

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Scalable Digital Architecture of a Liquid State Machine, Anvesh Polepalli

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Scalable Digital Architecture of Hierarchical Temporal Memory Spatial Pooler, Sadhvi Praveen

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Accelerating Stochastic Random Projection Neural Networks, Swathika Ramakrishnan

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A Scalable & Energy Efficient Graphene-Based Interconnection Framework for Intra and Inter-Chip Wireless Communication in Terahertz Band, Sagar Saxena

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Dynamic Model Generation and Classification of Network Attacks, Jacob D. Saxton

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FDMA Enabled Phase-based Wireless Network-on-Chip using Graphene-based THz-band Antennas, Deekshith Shenoy Manur

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Deep Liquid State Machines with Neural Plasticity and On-Device Learning, Nicholas M. Soures

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The Emotional Impact of Audio - Visual Stimuli, Titus Pallithottathu Thomas

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A Power Efficient Server-to-Server Wireless Data Center Network Architecture Using 60 GHz Links, Sree Gowrishankar Umamaheswaran

Documents from 2016

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Hierarchical Decomposition of Large Deep Networks, Sumanth Chennupati

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Detection in Aerial Images Using Spatial Transformer Networks, Daniel Chianucci

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A Temporally Coherent Neural Algorithm for Artistic Style Transfer, Michael Dushkoff

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Towards Natural Human Control and Navigation of Autonomous Wheelchairs, Samuel Echefu

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Wireless 60 GHz Rack to Rack Communication in a Data Center Environment, Avery John Francois

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Joint Source-Channel Coding Optimized On End-to-End Distortion for Multimedia Source, Ebrahim Jarvis

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Low-Resource and Fast Elliptic Curve Implementations over Binary Edwards Curves, Brian Koziel

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Anomaly Detection Using Predictive Convolutional Long Short-Term Memory Units, Jefferson Ryan Medel

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Modelling of Information Flow and Resource Utilization in the EDGE Distributed Web System, Bryan Thomas Meyers

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A Mathematical Formalization of Hierarchical Temporal Memory's Spatial Pooler for use in Machine Learning, James W. Mnatzaganian

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Knowledge-based Decision Making for Simulating Cyber Attack Behaviors, Stephen Frank Moskal

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Optical Flow and Deep Learning Based Approach to Visual Odometry, Peter M. Muller

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Fusion of Mini-Deep Nets, Sai Prasad Nooka

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Image Description using Deep Neural Networks, Ram Manohar Oruganti

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A Scalable Flash-Based Hardware Architecture for the Hierarchical Temporal Memory Spatial Pooler, Lennard G. Streat

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Combined Dynamic Thermal Management Exploiting Broadcast-Capable Wireless Network-on-Chip Architecture, Niraj Vasudevan

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Visual Odometry Estimation Using Selective Features, Vishwas Venkatachalapathy

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Integration of Small-cells Powered from Renewable Energy in LTE Networks, Hakam Marwan Zaidan

Documents from 2015

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Toward Real-Time Video-Enhanced Augmented Reality for Medical Visualization and Simulation, Alexander Maxwell Bensch

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Performance and Energy Trade-offs for 3D IC NoC Interconnects and Architectures, James David Coddington

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A Switched System Identification Approach to Spindle Modeling, Mohsin Farooq

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inSense: A Variation and Fault Tolerant Architecture for Nanoscale Devices, John A. Frye

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Dynamic Voltage and Frequency Scaling for Wireless Network-on-Chip, Pratheep Joe Siluvai Iruthayaraj

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Robust Recognition using L1-Principal Component Analysis, Matthew Johnson

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Dynamic Optimization of a Rimless Wheel with an Actuated Pendulum, Benjamin Thomas Mihevc

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An Interconnection Architecture for Seamless Inter and Intra-Chip Communication Using Wireless Links, Jagan Muralidharan

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Design of a Neuromemristive Echo State Network Architecture, Qutaiba Mohammed Saleh

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Analyzing Domestic Abuse using Natural Language Processing on Social Media Data, J Nicolas Schrading

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A Secure Neuromemristive Primitive to Mitigate Correlation Power Analysis on SHA-3 Hash Function, James B. Thesing

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Power Analysis Attacks on Keccak, Xuan D. Tran

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Efficient Implementations of Pairing-Based Cryptography on Embedded Systems, Rajeev Verma

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SCANNER: Sequence Clustering of resource Access to find Nearest Neighbors, Neil Wong Hon Chan

Documents from 2014

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Increased Persistence of Wi-Fi Direct Networks for Smartphone-based Collision Avoidance, Priyanka Angadi

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Mitigating Differential Power Analysis Attacks on AES using NeuroMemristive Hardware, Colin R. Donahue

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Bandwidth Requirements of GPU Architectures, Benjamin C. Johnstone

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Design and Cryptanalysis of a Customizable Authenticated Encryption Algorithm, Matthew Joseph Kelly

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Robust Quasi-LPV Controller Design via Integral Quadratic Constraint Analysis, James C. Kempsell Jr.

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Drowsy Cache Partitioning for Multithreaded Systems and High Level Caches, Samantha Rose Kenyon

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Gesture Recognition Using Hidden Markov Models Augmented with Active Difference Signatures, Himanshu Kumar

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Analysis of KECCAK Tree Hashing on GPU Architectures, Jason Michael Lowden

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Temperature Evaluation of NoC Architectures and Dynamically Reconfigurable NoC, Aniket Dilip Mhatre

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Accelerated Object Tracking with Local Binary Features, Breton Lawrence Minnehan

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High Performance Implementation of Support Vector Machines Using OpenCL, Ethan Peters

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Performance Analysis of Tracking on Mobile Devices using Local Binary Descriptors, Mohammad Faiz Quraishi

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Scalable Automation of Online Network Attack Characterization, Ryan T. Rawlins

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Heterogeneous Photonic Network-on-Chip with Dynamic Bandwidth Allocation, Ankit Himanshu Shah

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Object Detection using Dimensionality Reduction on Image Descriptors, Riti Sharma

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Object Tracking Using Local Binary Descriptors, Henry A. Spang V

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A Computer Network Model for the Evaluation of Moving Target Network Defense Mechanisms, Benjamin Fredrick Wheeler

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Design Trade-offs for reliable On-Chip Wireless Interconnects in NoC Platforms, Manoj Prashanth Yuvaraj

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Privacy Sensitive Resource Access Monitoring For Android Systems, Leah Xinya Zhao

Documents from 2013

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Tree-structured small-world connected wireless network-on-chip with adaptive routing, Andrew Benjamin

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Automated sleep classification using the new sleep stage standards, Elizabeth Fehrmann

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A Novel approach to a wearable eye tracker using region-based gaze estimation, Aun Kei Hong

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Reliability-Performance Trade-offs in Photonic NoC Architectures, Pradheep Khanna Kaliraj

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Power Profile Obfuscation using RRAMs to Counter DPA Attacks, Ganesh Chandrakantrao Khedkar

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Understanding and modeling the synchronization cost in the GPU architecture, James Letendre

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Group Selection and Key Management Strategies for Ciphertext-Policy Attribute-Based Encryption, Russell F. Martin

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TSV placement optimization for liquid cooled 3D-ICs with emerging NVMs, Sundararaman Mohanram

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Evaluation of temperature-performance trade-offs in wireless network-on-chip architectures, Nishad Nerurkar

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Using information processing techniques to forecast, schedule, and deliver sustainable energy to electric vehicles, Praneeth Pulusani

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Reliable and secure body fall detection algorithm in a wireless mesh network, Sanjana Rakhecha

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FPGA Hardware Accelerators - Case Study on Design Methodologies and Trade-Offs, Matthew V. Ryan