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Organization

University of California, Irvine
Presenters
Mohammad Al Faruque
Yoonha Cha
Hanning Chen
Nikil Dutt
Hamza Errahmouni Barkam
James Ferlez
Tony Givargis
Mike Heddes
Sitao Huang
Mohsen Imani
Mariam Issa
SungHeon Jeong
Arnav Malawade
Alexandru Nicolau
Igor Nunes
Mohanad Odema
Ye Qiao
Yasser Shoukry
Hongzheng Tian
Junyao Wang
Haocheng Xu
Shining Yang
Calvin Yeung
Xiaofang Zhang
Yifan Zhang
Zhuowen Zou
Session Chairs
Mohsen Imani
Hyoukjun Kwon
Presentations
Research Panel
Achieving Verifiable Autonomy: Is Design Automation the Golden Key?
Autonomous Systems
Research Manuscript
An Extension to Basis-Hypervectors for Learning from Circular Data in Hyperdimensional Computing
AI
AI/ML Algorithms
Research Manuscript
BP-NTT: Fast and Compact in-SRAM Number Theoretic Transform with Bit-parallel Modular Multiplication
Design
In-memory and Near-memory Computing Architectures, Applications and Systems
Work-in-Progress Poster
Comprehensive Analysis of Hyperdimensional Computing against Gradient-Based Attacks
AI
Autonomous Systems
Cloud
Design
EDA
Embedded Systems
RISC-V
Security
Research Manuscript
Comprehensive Integration of Hyperdimensional Computing with Deep Learning towards Neuro-Symbolic AI
Design
Emerging Models of Computation
Work-in-Progress Poster
Context-Aware Runtime Model Reconfiguration for Energy-Efficient Autonomous Vehicle Perception
AI
Autonomous Systems
Cloud
Design
EDA
Embedded Systems
RISC-V
Security
Research Manuscript
DistHD: A Learner-Aware Encoding Method for Hyperdimensional Classification
AI
AI/ML Algorithms
Late Breaking Results Poster
Late Breaking Results: PyAIE: A Python-based Programming Framework for Versal ACAP Platforms
AI
Autonomous Systems
Cloud
Design
EDA
Embedded Systems
IP
Security
Late Breaking Results Poster
Late Breaking Results: Scalable and Efficient Hyperdimensional Computing for Network Intrusion Detection
AI
Autonomous Systems
Cloud
Design
EDA
Embedded Systems
IP
Security
Research Manuscript
Lightning Talk - Bridging Neuro-Dynamics and Cognition
AI
AI/ML Algorithms
Research Manuscript
Lightning Talk - The New Era of Cognitive Computational Intelligence
Design
Emerging Models of Computation
Research Manuscript
Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs
Design
RISC-V
SoC, Heterogeneous, and Reconfigurable Architectures
Work-in-Progress Poster
MicroNAS: Zero-shot Neural Architecture Search for MCUs
AI
Autonomous Systems
Cloud
Design
EDA
Embedded Systems
RISC-V
Security
Research Manuscript
SEO: Safety-Aware Energy Optimization Framework for Multi-Sensor Neural Controllers at the Edge
Cloud
Design
Design of Cyber-physical Systems and IoT
Sessions
Research Manuscript
Let’s Go Fast - DNN Acceleration!
AI
Cloud
RISC-V
AI/ML Architecture Design
Research Manuscript
A Farewell to the Numerical Computing Paradigm
Design
Emerging Models of Computation