Xunzhao Yin

Hamza Errahmouni Barkam

CoRR, 2024

Classification-Based Automatic HDL Code Generation Using LLMs.

[BibT_eX]

[DOI]

CoRR, 2024

BasisN: Reprogramming-Free RRAM-Based In-Memory-Computing by Basis Combination for Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2024

LiveMind: Low-latency Large Language Models with Simultaneous Inference.

[BibT_eX]

[DOI]

CoRR, 2024

EncodingNet: A Novel Encoding-based MAC Design for Efficient Neural Network Acceleration.

[BibT_eX]

[DOI]

CoRR, 2024

Automated C/C++ Program Repair for High-Level Synthesis via Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2024 ACM/IEEE International Symposium on Machine Learning for CAD, 2024

A Parallel Simulation Framework Incorporating Machine Learning-Based Hotspot Detection for Accelerated Power Grid Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2024 ACM/IEEE International Symposium on Machine Learning for CAD, 2024

Single-Ferroelectric FET based Associative Memory for Data-Intensive Pattern Matching.

[BibT_eX]

[DOI]

Jiayi Wang

Songyu Sun

Proceedings of the 25th International Symposium on Quality Electronic Design, 2024

Low Power and Temperature- Resilient Compute-In-Memory Based on Subthreshold-FeFET.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Reconfigurable Frequency Multipliers Based on Complementary Ferroelectric Transistors.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

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

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

OplixNet: Towards Area-Efficient Optical Split-Complex Networks with Real-to-Complex Data Assignment and Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Class-Aware Pruning for Efficient Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

A FeFET-based Time-Domain Associative Memory for Multi-bit Similarity Computation.

[BibT_eX]

[DOI]

Qingrong Huang

Hamza Errahmouni Barkam

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Computational and Storage Efficient Quadratic Neurons for Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Energy Efficient Dual Designs of FeFET-Based Analog In-Memory Computing with Inherent Shift-Add Capability.

[BibT_eX]

[DOI]

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

HyCiM: A Hybrid Computing-in-Memory QUBO Solver for General Combinatorial Optimization Problems with Inequality Constraints.

[BibT_eX]

[DOI]

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

C-Nash: A Novel Ferroelectric Computing-in-Memory Architecture for Solving Mixed Strategy Nash Equilibrium.

[BibT_eX]

[DOI]

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

FeBiM: Efficient and Compact Bayesian Inference Engine Empowered with Ferroelectric In-Memory Computing.

[BibT_eX]

[DOI]

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

ConvFIFO: A Crossbar Memory PIM Architecture for ConvNets Featuring First-In-First-Out Dataflow.

[BibT_eX]

[DOI]

Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

2023

FeFET-Based In-Memory Hyperdimensional Encoding Design.

[BibT_eX]

[DOI]

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

Breaking the energy-efficiency barriers for smart sensing applications with "Sensing with Computing" architectures.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., October, 2023

Worst-case Power Integrity Prediction Using Convolutional Neural Network.

[BibT_eX]

[DOI]

ACM Trans. Design Autom. Electr. Syst., July, 2023

BRoCoM: A Bayesian Framework for Robust Computing on Memristor Crossbar.

[BibT_eX]

[DOI]

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

LMM: A Fixed-Point Linear Mapping Based Approximate Multiplier for IoT.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., April, 2023

A DVFS Design and Simulation Framework Using Machine Learning Models.

[BibT_eX]

[DOI]

IEEE Des. Test, February, 2023

A Reconfigurable FeFET Content Addressable Memory for Multi-State Hamming Distance.

[BibT_eX]

[DOI]

Liu Liu

Ramin Rajaei

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

A Ferroelectric Compute-in-Memory Annealer for Combinatorial Optimization Problems.

[BibT_eX]

[DOI]

CoRR, 2023

Expressivity Enhancement with Efficient Quadratic Neurons for Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 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

Reconfigurable ferroelectric hafnium oxide FeFET fabricated in 28 nm CMOS technology for mmWave applications.

[BibT_eX]

[DOI]

Proceedings of the 53rd IEEE European Solid-State Device Research Conference, 2023

SteppingNet: A Stepping Neural Network with Incremental Accuracy Enhancement.

[BibT_eX]

[DOI]

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

Approximate Floating-Point FFT Design with Wide Precision-Range and High Energy Efficiency.

[BibT_eX]

[DOI]

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

2022

Senputing: An Ultra-Low-Power Always-On Vision Perception Chip Featuring the Deep Fusion of Sensing and Computing.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2022

VirtualSync+: Timing Optimization With Virtual Synchronization.

[BibT_eX]

[DOI]

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

Improving Fault Tolerance for Reliable DNN Using Boundary-Aware Activation.

[BibT_eX]

[DOI]

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

FeFET Multi-Bit Content-Addressable Memories for In-Memory Nearest Neighbor Search.

[BibT_eX]

[DOI]

Arman Kazemi

IEEE Trans. Computers, 2022

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

[BibT_eX]

[DOI]

IEEE Trans. Computers, 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

OTFPF: Optimal Transport-Based Feature Pyramid Fusion Network for Brain Age Estimation with 3D Overlapped ConvNeXt.

[BibT_eX]

[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

Aging Aware Retraining for Memristor-based Neuromorphic Computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

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

[BibT_eX]

[DOI]

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

Energy-Efficient Brain-Inspired Hyperdimensional Computing Using Voltage Scaling.

[BibT_eX]

[DOI]

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

Eva-CAM: A Circuit/Architecture-Level Evaluation Tool for General Content Addressable Memories.

[BibT_eX]

[DOI]

Liu Liu

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

iMARS: an in-memory-computing architecture for recommendation systems.

[BibT_eX]

[DOI]

Mengyuan Li

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

Worst-case dynamic power distribution network noise prediction using convolutional neural network.

[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

An Analog Clock-free Compute Fabric base on Continuous-Time Dynamical System for Solving Combinatorial Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Custom Integrated Circuits Conference, 2022

Approximate Multiplier Design for Energy Efficiency: From Circuit to Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Approximate Computing, 2022

2021

MACSen: A Processing-In-Sensor Architecture Integrating MAC Operations Into Image Sensor for Ultra-Low-Power BNN-Based Intelligent Visual Perception.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2021

A Reconfigurable Multiplier for Signed Multiplications with Asymmetric Bit-Widths.

[BibT_eX]

[DOI]

ACM J. Emerg. Technol. Comput. Syst., 2021

Deep Random Forest with Ferroelectric Analog Content Addressable Memory.

[BibT_eX]

[DOI]

Franz Müller

CoRR, 2021

On the Reliability of In-Memory Computing: Impact of Temperature on Ferroelectric TCAM.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE VLSI Test Symposium, 2021

Robust In-Memory Computing with Hyperdimensional Stochastic Representation.

[BibT_eX]

[DOI]

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

Regularization-Free Structural Pruning for GPU Inference Acceleration.

[BibT_eX]

[DOI]

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

Reliable Memristor-based Neuromorphic Design Using Variation- and Defect-Aware Training.

[BibT_eX]

[DOI]

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

ICCAD Tutorial Session Paper Ferroelectric FET Technology and Applications: From Devices to Systems.

[BibT_eX]

[DOI]

Kai Ni

Michael T. Niemier

Simon Thomann

Cheng Zhuo

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

Real-Time and Robust Hyperdimensional Classification.

[BibT_eX]

[DOI]

Alejandro Hernández-Cano

Cheng Zhuo

Mohsen Imani

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

Energy-Aware Designs of Ferroelectric Ternary Content Addressable Memory.

[BibT_eX]

[DOI]

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

Joint Sparsity with Mixed Granularity for Efficient GPU Implementation.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Alejandro Hernández-Cano

Cheng Zhuo

Mohsen Imani

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

Bayesian Inference Based Robust Computing on Memristor Crossbar.

[BibT_eX]

[DOI]

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

Robustness of Neuromorphic Computing with RRAM-based Crossbars and Optical Neural Networks.

[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

Mohsen Imani

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

2020

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

[BibT_eX]

[DOI]

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

The Impact of Ferroelectric FETs on Digital and Analog Circuits and Architectures.

[BibT_eX]

[DOI]

IEEE Des. Test, 2020

FeCAM: A Universal Compact Digital and Analog Content Addressable Memory Using Ferroelectric.

[BibT_eX]

[DOI]

CoRR, 2020

Analog Content Addressable Memory using Ferroelectric: A Case Study of Search-in-Memory.

[BibT_eX]

[DOI]

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

An Efficient and Flexible Learning Framework for Dynamic Power and Thermal Co-Management.

[BibT_eX]

[DOI]

Proceedings of the MLCAD '20: 2020 ACM/IEEE Workshop on Machine Learning for CAD, 2020

A Convolutional Neural Network Accelerator Architecture with Fine-Granular Mixed Precision Configurability.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Countering Variations and Thermal Effects for Accurate Optical Neural Networks.

[BibT_eX]

[DOI]

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

Seed-and-Vote based In-Memory Accelerator for DNA Read Mapping.

[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

Modeling and Benchmarking Computing-in-Memory for Design Space Exploration.

[BibT_eX]

[DOI]

Proceedings of the GLSVLSI '20: Great Lakes Symposium on VLSI 2020, 2020

AxR-NN: Approximate Computation Reuse for Energy-Efficient Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the GLSVLSI '20: Great Lakes Symposium on VLSI 2020, 2020

Emerging Neural Workloads and Their Impact on Hardware.

[BibT_eX]

[DOI]

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

Nonvolatile and Energy-Efficient FeFET-Based Multiplier for Energy-Harvesting Devices.

[BibT_eX]

[DOI]

Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020

2019

Ferroelectric FETs-Based Nonvolatile Logic-in-Memory Circuits.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2019

An Ultra-Dense 2FeFET TCAM Design Based on a Multi-Domain FeFET Model.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2019

Ferroelectric FET Based TCAM Designs for Energy Efficient Computing.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Computer Society Annual Symposium on VLSI, 2019

The Impact of Emerging Technologies on Architectures and System-level Management: Invited Paper.

[BibT_eX]

[DOI]

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

Ferroelectric FET Based In-Memory Computing for Few-Shot Learning.

[BibT_eX]

[DOI]

Srivatsa Rangachar Srinivasa

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

2018

Efficient Analog Circuits for Boolean Satisfiability.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2018

Emerging reconfigurable nanotechnologies: can they support future electronics?

[BibT_eX]

[DOI]

Shubham Rai

Patsy Cadareanu

Pierre-Emmanuel Gaillardon

Vijaykrishnan Narayanan

Akash Kumar

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

Design and optimization of FeFET-based crossbars for binary convolution neural networks.

[BibT_eX]

[DOI]

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

Computing with ferroelectric FETs: Devices, models, systems, and applications.

[BibT_eX]

[DOI]

Sandeep Krishna Thirumala

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

2017

An analog SAT solver based on a deterministic dynamical system: (Invited paper).

[BibT_eX]

[DOI]

Zoltán Toroczkai

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

Design and benchmarking of ferroelectric FET based TCAM.

[BibT_eX]

[DOI]

Michael T. Niemier