Mohsen Imani

IEEE Trans. Circuits Syst. I Regul. Pap., April, 2024

EcoSense: Energy-Efficient Intelligent Sensing for In-Shore Ship Detection through Edge-Cloud Collaboration.

[BibT_eX]

[DOI]

CoRR, 2024

Self-Attention Based Semantic Decomposition in Vector Symbolic Architectures.

[BibT_eX]

[DOI]

Calvin Yeung

Prathyush Poduval

CoRR, 2024

TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection.

[BibT_eX]

[DOI]

CoRR, 2024

HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning.

[BibT_eX]

[DOI]

CoRR, 2024

Lightator: An Optical Near-Sensor Accelerator with Compressive Acquisition Enabling Versatile Image Processing.

[BibT_eX]

[DOI]

CoRR, 2024

HEAL: Brain-inspired Hyperdimensional Efficient Active Learning.

[BibT_eX]

[DOI]

William Youngwoo Chung

CoRR, 2024

A Plug-in Tiny AI Module for Intelligent and Selective Sensor Data Transmission.

[BibT_eX]

[DOI]

CoRR, 2024

HyperSense: Accelerating Hyper-Dimensional Computing for Intelligent Sensor Data Processing.

[BibT_eX]

[DOI]

Sanggeon Yun

Ryozo Masukawa

CoRR, 2024

FeReX: A Reconfigurable Design of Multi-bit Ferroelectric Compute-in-Memory for Nearest Neighbor Search.

[BibT_eX]

[DOI]

CoRR, 2024

2023

FeFET-Based In-Memory Hyperdimensional Encoding Design.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2023

Agile Simulation of Stochastic Computing Image Processing With Contingency Tables.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., October, 2023

Modeling and Predicting Transistor Aging Under Workload Dependency Using Machine Learning.

[BibT_eX]

[DOI]

Paul R. Genssler

Karthik Pandaram

Hussam Amrouch

IEEE Trans. Circuits Syst. I Regul. Pap., September, 2023

An Ultracompact Single-Ferroelectric Field-Effect Transistor Binary and Multibit Associative Search Engine.

[BibT_eX]

[DOI]

Adv. Intell. Syst., July, 2023

Design of Ultracompact Content Addressable Memory Exploiting 1T-1MTJ Cell.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., May, 2023

Ferroelectric Ternary Content Addressable Memories for Energy-Efficient Associative Search.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., April, 2023

OISA: Architecting an Optical In-Sensor Accelerator for Efficient Visual Computing.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Efficient Hyperdimensional Computing Using Photonics.

[BibT_eX]

[DOI]

Mehran Shoushtari Moghadam

CoRR, 2023

Learning from Hypervectors: A Survey on Hypervector Encoding.

[BibT_eX]

[DOI]

Sercan Aygun

CoRR, 2023

Memory-Based Computing for Energy-Efficient AI: Grand Challenges.

[BibT_eX]

[DOI]

Proceedings of the 31st IFIP/IEEE International Conference on Very Large Scale Integration, 2023

Sparsity Controllable Hyperdimensional Computing for Genome Sequence Matching Acceleration.

[BibT_eX]

[DOI]

Proceedings of the 31st IFIP/IEEE International Conference on Very Large Scale Integration, 2023

Hardware-Optimized Hyperdimensional Computing for Real-Time Learning.

[BibT_eX]

[DOI]

Proceedings of the 66th IEEE International Midwest Symposium on Circuits and Systems, 2023

Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Deep Mapper: A Multi-Channel Single-Cycle Near-Sensor DNN Accelerator.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Rebooting Computing, 2023

Hierarchical, Distributed and Brain-Inspired Learning for Internet of Things Systems.

[BibT_eX]

[DOI]

Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

SEE-MCAM: Scalable Multi-Bit FeFET Content Addressable Memories for Energy Efficient Associative Search.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

Brain-Inspired Trustworthy Hyperdimensional Computing with Efficient Uncertainty Quantification.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

Reliable Hyperdimensional Reasoning on Unreliable Emerging Technologies.

[BibT_eX]

[DOI]

George Michelogiannakis

Hussam Amrouch

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

Invited Paper: Hyperdimensional Computing for Resilient Edge Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing.

[BibT_eX]

[DOI]

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

Bit-Stream Processing with No Bit-Stream: Efficient Software Simulation of Stochastic Vision Machines.

[BibT_eX]

[DOI]

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

Reconvergent Path-aware Simulation of Bit-stream Processing.

[BibT_eX]

[DOI]

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

Stochastic Computing for Reliable Memristive In-Memory Computation.

[BibT_eX]

[DOI]

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

HyperGRAF: Hyperdimensional Graph-Based Reasoning Acceleration on FPGA.

[BibT_eX]

[DOI]

Ali Zakeri

Fei Wen

Proceedings of the 33rd International Conference on Field-Programmable Logic and Applications, 2023

Efficient Hyperdimensional Learning with Trainable, Quantizable, and Holistic Data Representation.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

HDGIM: Hyperdimensional Genome Sequence Matching on Unreliable highly scaled FeFET.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Comprehensive Analysis of Hyperdimensional Computing Against Gradient Based Attacks.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

A Linear-Time, Optimization-Free, and Edge Device-Compatible Hypervector Encoding.

[BibT_eX]

[DOI]

Sercan Aygun

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

BP-NTT: Fast and Compact in-SRAM Number Theoretic Transform with Bit-Parallel Modular Multiplication.

[BibT_eX]

[DOI]

Jingyao Zhang

Elaheh Sadredini

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

DistHD: A Learner-Aware Dynamic Encoding Method for Hyperdimensional Classification.

[BibT_eX]

[DOI]

Junyao Wang

Sitao Huang

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Late Breaking Results: Scalable and Efficient Hyperdimensional Computing for Network Intrusion Detection.

[BibT_eX]

[DOI]

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Comprehensive Integration of Hyperdimensional Computing with Deep Learning towards Neuro-Symbolic AI.

[BibT_eX]

[DOI]

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Lightning Talk: Bridging Neuro-Dynamics and Cognition.

[BibT_eX]

[DOI]

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Beyond von Neumann Era: Brain-Inspired Hyperdimensional Computing to the Rescue.

[BibT_eX]

[DOI]

Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023

Hyperdimensional Computing for Robust and Efficient Unsupervised Learning.

[BibT_eX]

[DOI]

Sanggeon Yun

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

HyDREA: Utilizing Hyperdimensional Computing for a More Robust and Efficient Machine Learning System.

[BibT_eX]

[DOI]

ACM Trans. Embed. Comput. Syst., November, 2022

Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy.

[BibT_eX]

[DOI]

ACM Trans. Embed. Comput. Syst., 2022

Stochastic Computing in Beyond Von-Neumann Era: Processing Bit-Streams in Memristive Memory.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2022

Locality-Based Encoder and Model Quantization for Efficient Hyper-Dimensional Computing.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

PAM: A Piecewise-Linearly-Approximated Floating-Point Multiplier With Unbiasedness and Configurability.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2022

COSMO: Computing with Stochastic Numbers in Memory.

[BibT_eX]

[DOI]

ACM J. Emerg. Technol. Comput. Syst., 2022

Bayesian Optimization for Expensive Smooth-Varying Functions.

[BibT_eX]

[DOI]

Mahdi Imani

Seyede Fatemeh Ghoreishi

IEEE Intell. Syst., 2022

Computing-In-Memory Using Ferroelectrics: From Single- to Multi-Input Logic.

[BibT_eX]

[DOI]

IEEE Des. Test, 2022

A Homogeneous Processing Fabric for Matrix-Vector Multiplication and Associative Search Using Ferroelectric Time-Domain Compute-in-Memory.

[BibT_eX]

[DOI]

CoRR, 2022

Efficient Personalized Learning for Wearable Health Applications using HyperDimensional Computing.

[BibT_eX]

[DOI]

CoRR, 2022

QHD: A brain-inspired hyperdimensional reinforcement learning algorithm.

[BibT_eX]

[DOI]

CoRR, 2022

An Ultra-Compact Single FeFET Binary and Multi-Bit Associative Search Engine.

[BibT_eX]

[DOI]

CoRR, 2022

BioHD: an efficient genome sequence search platform using HyperDimensional memorization.

[BibT_eX]

[DOI]

Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

Hyperdimensional Hybrid Learning on End-Edge-Cloud Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE 40th International Conference on Computer Design, 2022

Full Stack Parallel Online Hyperdimensional Regression on FPGA.

[BibT_eX]

[DOI]

Proceedings of the IEEE 40th International Conference on Computer Design, 2022

ScaleHD: Robust Brain-Inspired Hyperdimensional Computing via Adapative Scaling.

[BibT_eX]

[DOI]

Sizhe Zhang

Xun Jiao

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

Neurally-Inspired Hyperdimensional Classification for Efficient and Robust Biosignal Processing.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

COSIME: FeFET Based Associative Memory for In-Memory Cosine Similarity Search.

[BibT_eX]

[DOI]

Ann Franchesca Laguna

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

DARL: Distributed Reconfigurable Accelerator for Hyperdimensional Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

Flexible and Personalized Learning for Wearable Health Applications using HyperDimensional Computing.

[BibT_eX]

[DOI]

Proceedings of the GLSVLSI '22: Great Lakes Symposium on VLSI 2022, Irvine CA USA, June 6, 2022

Density-Aware Parallel Hyperdimensional Genome Sequence Matching.

[BibT_eX]

[DOI]

Proceedings of the 30th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2022

Online Performance and Power Prediction for Edge TPU via Comprehensive Characterization.

[BibT_eX]

[DOI]

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge.

[BibT_eX]

[DOI]

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

Adaptive neural recovery for highly robust brain-like representation.

[BibT_eX]

[DOI]

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

QuiltNet: efficient deep learning inference on multi-chip accelerators using model partitioning.

[BibT_eX]

[DOI]

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

HDPG: hyperdimensional policy-based reinforcement learning for continuous control.

[BibT_eX]

[DOI]

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

A fast and low-cost comparison-free sorting engine with unary computing: late breaking results.

[BibT_eX]

[DOI]

Amir Hossein Jalilvand

Seyedeh Newsha Estiri

Samaneh Naderi

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

Neural computation for robust and holographic face detection.

[BibT_eX]

[DOI]

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

Energy efficient data search design and optimization based on a compact ferroelectric FET content addressable memory.

[BibT_eX]

[DOI]

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

Brain-Inspired Hyperdimensional Computing for Ultra-Efficient Edge AI.

[BibT_eX]

[DOI]

Paul R. Genssler

Peter Sutor Jr.

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2022

Optimal Bayesian Biomarker Selection for Gene Regulatory Networks under Regulatory Model Uncertainty.

[BibT_eX]

[DOI]

Mahdi Imani

Seyede Fatemeh Ghoreishi

Proceedings of the American Control Conference, 2022

2021

Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting Attacks With Adversarial Traces.

[BibT_eX]

[DOI]

Mohammad Saidur Rahman

Nate Mathews

IEEE Trans. Inf. Forensics Secur., 2021

Spiking Hyperdimensional Network: Neuromorphic Models Integrated with Memory-Inspired Framework.

[BibT_eX]

[DOI]

CoRR, 2021

Scalable edge-based hyperdimensional learning system with brain-like neural adaptation.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2021

Robust In-Memory Computing with Hyperdimensional Stochastic Representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2021

Sunder: Enabling Low-Overhead and Scalable Near-Data Pattern Matching Acceleration.

[BibT_eX]

[DOI]

Proceedings of the MICRO '21: 54th Annual IEEE/ACM International Symposium on Microarchitecture, 2021

Efficient Brain-Inspired Hyperdimensional Learning with Spatiotemporal Structured Data.

[BibT_eX]

[DOI]

Proceedings of the 29th International Symposium on Modeling, 2021

MACcelerator: Approximate Arithmetic Unit for Computational Acceleration.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Symposium on Quality Electronic Design, 2021

MIMHD: Accurate and Efficient Hyperdimensional Inference Using Multi-Bit In-Memory Computing.

[BibT_eX]

[DOI]

Arman Kazemi

Mohammad Mehdi Sharifi

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2021

AdaptBit-HD: Adaptive Model Bitwidth for Hyperdimensional Computing.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Computer Design, 2021

Massively Parallel Big Data Classification on a Programmable Processing In-Memory Architecture.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

CORLD: In-Stream Correlation Manipulation for Low-Discrepancy Stochastic Computing.

[BibT_eX]

[DOI]

Sina Asadi

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

Revisiting HyperDimensional Learning for FPGA and Low-Power Architectures.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2021

Real-Time and Robust Hyperdimensional Classification.

[BibT_eX]

[DOI]

Cheng Zhuo

Xunzhao Yin

Proceedings of the GLSVLSI '21: Great Lakes Symposium on VLSI 2021, 2021

ManiHD: Efficient Hyper-Dimensional Learning Using Manifold Trainable Encoder.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

HyGraph: Accelerating Graph Processing with Hybrid Memory-centric Computing.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

FPGA Acceleration of Protein Back-Translation and Alignment.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Energy-Aware Designs of Ferroelectric Ternary Content Addressable Memory.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

HyDREA: Towards More Robust and Efficient Machine Learning Systems with Hyperdimensional Computing.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

A Framework for Efficient and Binary Clustering in High-Dimensional Space.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

OnlineHD: Robust, Efficient, and Single-Pass Online Learning Using Hyperdimensional System.

[BibT_eX]

[DOI]

Alejandro Hernández-Cane

Namiko Matsumoto

Eric Ping

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

TruLook: A Framework for Configurable GPU Approximation.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

A Low-Cost FSM-based Bit-Stream Generator for Low-Discrepancy Stochastic Computing.

[BibT_eX]

[DOI]

Sina Asadi

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Cognitive Correlative Encoding for Genome Sequence Matching in Hyperdimensional System.

[BibT_eX]

[DOI]

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

StocHD: Stochastic Hyperdimensional System for Efficient and Robust Learning from Raw Data.

[BibT_eX]

[DOI]

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

CascadeHD: Efficient Many-Class Learning Framework Using Hyperdimensional Computing.

[BibT_eX]

[DOI]

Jiseung Kim

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

RegHD: Robust and Efficient Regression in Hyper-Dimensional Learning System.

[BibT_eX]

[DOI]

Cheng Zhuo

Xunzhao Yin

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

PRID: Model Inversion Privacy Attacks in Hyperdimensional Learning Systems.

[BibT_eX]

[DOI]

Rosario Cammarota

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

DP-Sim: A Full-stack Simulation Infrastructure for Digital Processing In-Memory Architectures.

[BibT_eX]

[DOI]

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

HyperRec: Efficient Recommender Systems with Hyperdimensional Computing.

[BibT_eX]

[DOI]

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

Cross-layer Design for Computing-in-Memory: From Devices, Circuits, to Architectures and Applications.

[BibT_eX]

[DOI]

Hussam Amrouch

Xiaobo Sharon Hu

Ann Franchesca Laguna

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

PIM-DL: Boosting DNN Inference on Digital Processing In-Memory Architectures via Data Layout Optimizations.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Parallel Architectures and Compilation Techniques, 2021

2020

Machine Learning in IoT Systems: From Deep Learning to Hyperdimensional Computing.

[BibT_eX]

[DOI]

PhD thesis, 2020

Runtime Efficiency-Accuracy Tradeoff Using Configurable Floating Point Multiplier.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Data Reuse for Accelerated Approximate Warps.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

SearcHD: A Memory-Centric Hyperdimensional Computing With Stochastic Training.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

QuantHD: A Quantization Framework for Hyperdimensional Computing.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Accelerating Hyperdimensional Computing on FPGAs by Exploiting Computational Reuse.

[BibT_eX]

[DOI]

Sahand Salamat

IEEE Trans. Computers, 2020

CryptoPIM: In-memory Acceleration for Lattice-based Cryptographic Hardware.

[BibT_eX]

[DOI]

Hamid Nejatollahi

Rosario Cammarota

Nikil D. Dutt

IACR Cryptol. ePrint Arch., 2020

Efficient Associative Search in Brain-Inspired Hyperdimensional Computing.

[BibT_eX]

[DOI]

IEEE Des. Test, 2020

Trustworthy AI Inference Systems: An Industry Research View.

[BibT_eX]

[DOI]

CoRR, 2020

Multi-label HD Classification in 3D Flash.

[BibT_eX]

[DOI]

Proceedings of the 28th IFIP/IEEE International Conference on Very Large Scale Integration, 2020

Deep Learning Acceleration using Digital-Based Processing In-Memory.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International System-on-Chip Conference, 2020

DUAL: Acceleration of Clustering Algorithms using Digital-based Processing In-Memory.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual IEEE/ACM International Symposium on Microarchitecture, 2020

Implementing binary neural networks in memory with approximate accumulation.

[BibT_eX]

[DOI]

Proceedings of the ISLPED '20: ACM/IEEE International Symposium on Low Power Electronics and Design, 2020

THRIFTY: Training with Hyperdimensional Computing across Flash Hierarchy.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

Optimally Approximated and Unbiased Floating-Point Multiplier with Runtime Configurability.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

Deep Learning Acceleration with Neuron-to-Memory Transformation.

[BibT_eX]

[DOI]

Mohammad Samragh Razlighi

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2020

GenieHD: Efficient DNA Pattern Matching Accelerator Using Hyperdimensional Computing.

[BibT_eX]

[DOI]

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

SCRIMP: A General Stochastic Computing Architecture using ReRAM in-Memory Processing.

[BibT_eX]

[DOI]

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

Prive-HD: Privacy-Preserved Hyperdimensional Computing.

[BibT_eX]

[DOI]

Behnam Khaleghi

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2019

Resistive CAM Acceleration for Tunable Approximate Computing.

[BibT_eX]

[DOI]

Abbas Rahimi

IEEE Trans. Emerg. Top. Comput., 2019

NVQuery: Efficient Query Processing in Nonvolatile Memory.

[BibT_eX]

[DOI]

Sahil Sharma

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019

NNPIM: A Processing In-Memory Architecture for Neural Network Acceleration.

[BibT_eX]

[DOI]

Harveen Kaur

IEEE Trans. Computers, 2019

Image Recognition Accelerator Design Using In-Memory Processing.

[BibT_eX]

[DOI]

IEEE Micro, 2019

Hardware-Software Co-design to Accelerate Neural Network Applications.

[BibT_eX]

[DOI]

ACM J. Emerg. Technol. Comput. Syst., 2019

Modified relay selection and circuit selection for faster Tor.

[BibT_eX]

[DOI]

Mehrdad Amirabadi

Alexander Sanchez de la Cerda

IET Commun., 2019

QubitHD: A Stochastic Acceleration Method for HD Computing-Based Machine Learning.

[BibT_eX]

[DOI]

Samuel Bosch

Giovanni De Micheli

CoRR, 2019

Adv-DWF: Defending Against Deep-Learning-Based Website Fingerprinting Attacks with Adversarial Traces.

[BibT_eX]

[DOI]

Mohammad Saidur Rahman

Nate Mathews

Aneesh Yogesh Joshi

CoRR, 2019

Digital-based processing in-memory: a highly-parallel accelerator for data intensive applications.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Memory Systems, 2019

CompHD: Efficient Hyperdimensional Computing Using Model Compression.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/ACM International Symposium on Low Power Electronics and Design, 2019

RAPID: A ReRAM Processing in-Memory Architecture for DNA Sequence Alignment.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/ACM International Symposium on Low Power Electronics and Design, 2019

FloatPIM: in-memory acceleration of deep neural network training with high precision.

[BibT_eX]

[DOI]

Proceedings of the 46th International Symposium on Computer Architecture, 2019

FPGA Energy Efficiency by Leveraging Thermal Margin.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Computer Design, 2019

Workload-Aware Opportunistic Energy Efficiency in Multi-FPGA Platforms.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computer-Aided Design, 2019

SemiHD: Semi-Supervised Learning Using Hyperdimensional Computing.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computer-Aided Design, 2019

UPIM: Unipolar Switching Logic for High Density Processing-in-Memory Applications.

[BibT_eX]

[DOI]

Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

DigitalPIM: Digital-based Processing In-Memory for Big Data Acceleration.

[BibT_eX]

[DOI]

Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

Exploring Processing In-Memory for Different Technologies.

[BibT_eX]

[DOI]

Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

F5-HD: Fast Flexible FPGA-based Framework for Refreshing Hyperdimensional Computing.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2019

SparseHD: Algorithm-Hardware Co-optimization for Efficient High-Dimensional Computing.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2019

A Binary Learning Framework for Hyperdimensional Computing.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

HDCluster: An Accurate Clustering Using Brain-Inspired High-Dimensional Computing.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

CADE: Configurable Approximate Divider for Energy Efficiency.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

Thermal-Aware Design and Management for Search-based In-Memory Acceleration.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

ARGA: Approximate Reuse for GPGPU Acceleration.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

ApproxLP: Approximate Multiplication with Linearization and Iterative Error Control.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

BRIC: Locality-based Encoding for Energy-Efficient Brain-Inspired Hyperdimensional Computing.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

AdaptHD: Adaptive Efficient Training for Brain-Inspired Hyperdimensional Computing.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019

GRAM: graph processing in a ReRAM-based computational memory.

[BibT_eX]

[DOI]

Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019

ALook: adaptive lookup for GPGPU acceleration.

[BibT_eX]

[DOI]

Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019

FACH: FPGA-based acceleration of hyperdimensional computing by reducing computational complexity.

[BibT_eX]

[DOI]

Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019

A Framework for Collaborative Learning in Secure High-Dimensional Space.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Cloud Computing, 2019

Approximate CPU and GPU Design Using Emerging Memory Technologies.

[BibT_eX]

[DOI]

Proceedings of the Approximate Circuits, Methodologies and CAD., 2019

2018

Multi-Stage Tunable Approximate Search in Resistive Associative Memory.

[BibT_eX]

[DOI]

Abbas Rahimi

Pietro Mercati

IEEE Trans. Multi Scale Comput. Syst., 2018

Approximate Computing Using Multiple-Access Single-Charge Associative Memory.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput., 2018

Guard Sets in Tor using AS Relationships.

[BibT_eX]

[DOI]

Armon Barton

Proc. Priv. Enhancing Technol., 2018

Nvalt: Nonvolatile Approximate Lookup Table for GPU Acceleration.

[BibT_eX]

[DOI]

IEEE Embed. Syst. Lett., 2018

RAPIDNN: In-Memory Deep Neural Network Acceleration Framework.

[BibT_eX]

[DOI]

CoRR, 2018

Towards Predicting Efficient and Anonymous Tor Circuits.

[BibT_eX]

[DOI]

Proceedings of the 27th USENIX Security Symposium, 2018

LUPIS: Latch-up based ultra efficient processing in-memory system.

[BibT_eX]

[DOI]

Proceedings of the 19th International Symposium on Quality Electronic Design, 2018

Deep neural network acceleration framework under hardware uncertainty.

[BibT_eX]

[DOI]

Pushen Wang

Proceedings of the 19th International Symposium on Quality Electronic Design, 2018

Program acceleration using nearest distance associative search.

[BibT_eX]

[DOI]

Proceedings of the 19th International Symposium on Quality Electronic Design, 2018

GAS: A Heterogeneous Memory Architecture for Graph Processing.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Low Power Electronics and Design, 2018

RMAC: Runtime Configurable Floating Point Multiplier for Approximate Computing.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Low Power Electronics and Design, 2018

Efficient human activity recognition using hyperdimensional computing.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on the Internet of Things, 2018

RNSnet: In-Memory Neural Network Acceleration Using Residue Number System.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Rebooting Computing, 2018

FELIX: fast and energy-efficient logic in memory.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computer-Aided Design, 2018

GenPIM: Generalized processing in-memory to accelerate data intensive applications.

[BibT_eX]

[DOI]

Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

Hierarchical hyperdimensional computing for energy efficient classification.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Design Automation Conference, 2018

Deep Fingerprinting: Undermining Website Fingerprinting Defenses with Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018

Adversarial Traces for Website Fingerprinting Defense.

[BibT_eX]

[DOI]

Mohammad Saidur Rahman

Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018

HDNA: Energy-efficient DNA sequencing using hyperdimensional computing.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

CANNA: Neural network acceleration using configurable approximation on GPGPU.

[BibT_eX]

[DOI]

Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018

2017

Low-Power Sparse Hyperdimensional Encoder for Language Recognition.

[BibT_eX]

[DOI]

IEEE Des. Test, 2017

Forming Guard Sets using AS Relationships.

[BibT_eX]

[DOI]

Armon Barton

CoRR, 2017

The Evaluation of Circuit Selection Methods on Tor.

[BibT_eX]

[DOI]

Mehrdad Amirabadi

CoRR, 2017

Enabling efficient system design using vertical nanowire transistor current mode logic.

[BibT_eX]

[DOI]

Proceedings of the 2017 IFIP/IEEE International Conference on Very Large Scale Integration, 2017

CAP: Configurable resistive associative processor for near-data computing.

[BibT_eX]

[DOI]

Proceedings of the 18th International Symposium on Quality Electronic Design, 2017

Efficient query processing in crossbar memory.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE/ACM International Symposium on Low Power Electronics and Design, 2017

VoiceHD: Hyperdimensional Computing for Efficient Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Rebooting Computing, 2017

NNgine: Ultra-Efficient Nearest Neighbor Accelerator Based on In-Memory Computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Rebooting Computing, 2017

ORCHARD: Visual object recognition accelerator based on approximate in-memory processing.

[BibT_eX]

[DOI]

Mohammad Samragh Razlighi

Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

Exploring Hyperdimensional Associative Memory.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on High Performance Computer Architecture, 2017

LookNN: Neural network with no multiplication.

[BibT_eX]

[DOI]

Farinaz Koushanfar

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

Efficient neural network acceleration on GPGPU using content addressable memory.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

CFPU: Configurable Floating Point Multiplier for Energy-Efficient Computing.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Design Automation Conference, 2017

Ultra-Efficient Processing In-Memory for Data Intensive Applications.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Design Automation Conference, 2017

MPIM: Multi-purpose in-memory processing using configurable resistive memory.

[BibT_eX]

[DOI]

Proceedings of the 22nd Asia and South Pacific Design Automation Conference, 2017

2016

A low-power hybrid magnetic cache architecture exploiting narrow-width values.

[BibT_eX]

[DOI]

Proceedings of the 5th Non-Volatile Memory Systems and Applications Symposium, 2016

Processing Acceleration with Resistive Memory-based Computation.

[BibT_eX]

[DOI]

Yan Cheng

Proceedings of the Second International Symposium on Memory Systems, 2016

Low power data-aware STT-RAM based hybrid cache architecture.

[BibT_eX]

[DOI]

Proceedings of the 17th International Symposium on Quality Electronic Design, 2016

ReMAM: Low energy Resistive Multi-stage Associative Memory for energy efficient computing.

[BibT_eX]

[DOI]

Pietro Mercati

Proceedings of the 17th International Symposium on Quality Electronic Design, 2016

ACAM: Approximate Computing Based on Adaptive Associative Memory with Online Learning.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Symposium on Low Power Electronics and Design, 2016

VarDroid: Online Variability Emulation in Android/Linux Platforms.

[BibT_eX]

[DOI]

Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016

DCC: Double Capacity Cache Architecture for Narrow-Width Values.

[BibT_eX]

[DOI]

Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016

Toward an Efficient Website Fingerprinting Defense.

[BibT_eX]

[DOI]

Proceedings of the Computer Security - ESORICS 2016, 2016

Resistive configurable associative memory for approximate computing.

[BibT_eX]

[DOI]

Abbas Rahimi

Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

MASC: Ultra-low energy multiple-access single-charge TCAM for approximate computing.

[BibT_eX]

[DOI]

Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

2015

WTF-PAD: Toward an Efficient Website Fingerprinting Defense for Tor.

[BibT_eX]

[DOI]

CoRR, 2015

Hierarchical design of robust and low data dependent FinFET based SRAM array.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale Architectures, 2015

CAUSE: Critical Application Usage-Aware Memory System using Non-volatile Memory for Mobile Devices.

[BibT_eX]

[DOI]