H3PIMAP: A Heterogeneity-Aware Multi-Objective DNN Mapping Framework on Electronic-Photonic Processing-in-Memory Architectures
Fuente:
arXiv
Saved in:
| Main Authors: | Yin, Ziang, Poonia, Aashish, Bommana, Ashish Reddy, Zhao, Xinyu, Hojati, Zahra, Chen, Tianlong, Chakrabarty, Krishnendu, Firouzi, Farshad, Zhang, Jeff, Gu, Jiaqi |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SKYLIGHT: A Scalable Hundred-Channel 3D Photonic In-Memory Tensor Core Architecture for Real-time AI Inference
by: Zhang, Meng, et al.
Published: (2026)
by: Zhang, Meng, et al.
Published: (2026)
SimPhony: A Device-Circuit-Architecture Cross-Layer Modeling and Simulation Framework for Heterogeneous Electronic-Photonic AI System
by: Yin, Ziang, et al.
Published: (2024)
by: Yin, Ziang, et al.
Published: (2024)
HePGA: A Heterogeneous Processing-in-Memory based GNN Training Accelerator
by: Ogbogu, Chukwufumnanya, et al.
Published: (2025)
by: Ogbogu, Chukwufumnanya, et al.
Published: (2025)
SCATTER: Algorithm-Circuit Co-Sparse Photonic Accelerator with Thermal-Tolerant, Power-Efficient In-situ Light Redistribution
by: Yin, Ziang, et al.
Published: (2024)
by: Yin, Ziang, et al.
Published: (2024)
Democratizing Electronic-Photonic AI Systems: An Open-Source AI-Infused Cross-Layer Co-Design and Design Automation Toolflow
by: Zhou, Hongjian, et al.
Published: (2025)
by: Zhou, Hongjian, et al.
Published: (2025)
Toward Large-Scale Photonics-Empowered AI Systems: From Physical Design Automation to System-Algorithm Co-Exploration
by: Yin, Ziang, et al.
Published: (2025)
by: Yin, Ziang, et al.
Published: (2025)
STAMP-2.5D: Structural and Thermal Aware Methodology for Placement in 2.5D Integration
by: Parekh, Varun Darshana, et al.
Published: (2025)
by: Parekh, Varun Darshana, et al.
Published: (2025)
Architecture-Level Modeling of Photonic Deep Neural Network Accelerators
by: Andrulis, Tanner, et al.
Published: (2024)
by: Andrulis, Tanner, et al.
Published: (2024)
Modeling and Simulation Frameworks for Processing-in-Memory Architectures
by: Aghaei, Mahdi, et al.
Published: (2025)
by: Aghaei, Mahdi, et al.
Published: (2025)
Architectural and System Implications of CXL-enabled Tiered Memory
by: Yang, Yujie, et al.
Published: (2025)
by: Yang, Yujie, et al.
Published: (2025)
StoX-Net: Stochastic Processing of Partial Sums for Efficient In-Memory Computing DNN Accelerators
by: Rogers, Ethan G, et al.
Published: (2024)
by: Rogers, Ethan G, et al.
Published: (2024)
Stoch-IMC: A Bit-Parallel Stochastic In-Memory Computing Architecture Based on STT-MRAM
by: Hajisadeghi, Amir M., et al.
Published: (2024)
by: Hajisadeghi, Amir M., et al.
Published: (2024)
A Novel 8T SRAM-Based In-Memory Computing Architecture for MAC-Derived Logical Functions
by: M, Amogh K, et al.
Published: (2025)
by: M, Amogh K, et al.
Published: (2025)
Harnessing Photonics for Machine Intelligence
by: Zhu, Hanqing, et al.
Published: (2026)
by: Zhu, Hanqing, et al.
Published: (2026)
WAGONN: Weight Bit Agglomeration in Crossbar Arrays for Reduced Impact of Interconnect Resistance on DNN Inference Accuracy
by: Victor, Jeffry, et al.
Published: (2024)
by: Victor, Jeffry, et al.
Published: (2024)
PICO-RAM: A PVT-Insensitive Analog Compute-In-Memory SRAM Macro with In-Situ Multi-Bit Charge Computing and 6T Thin-Cell-Compatible Layout
by: Chen, Zhiyu, et al.
Published: (2024)
by: Chen, Zhiyu, et al.
Published: (2024)
Full-Stack Optimization for CAM-Only DNN Inference
by: de Lima, João Paulo C., et al.
Published: (2024)
by: de Lima, João Paulo C., et al.
Published: (2024)
Lightening-Transformer: A Dynamically-operated Optically-interconnected Photonic Transformer Accelerator
by: Zhu, Hanqing, et al.
Published: (2023)
by: Zhu, Hanqing, et al.
Published: (2023)
High-Performance Data Mapping for BNNs on PCM-based Integrated Photonics
by: Shahroodi, Taha, et al.
Published: (2024)
by: Shahroodi, Taha, et al.
Published: (2024)
Hardware-Efficient Photonic Tensor Core: Accelerating Deep Neural Networks with Structured Compression
by: Ning, Shupeng, et al.
Published: (2025)
by: Ning, Shupeng, et al.
Published: (2025)
Length-Matching Routing for Programmable Photonic Circuits Using Best-First Strategy
by: Wang, Xiaoke, et al.
Published: (2025)
by: Wang, Xiaoke, et al.
Published: (2025)
CLSA-CIM: A Cross-Layer Scheduling Approach for Computing-in-Memory Architectures
by: Pelke, Rebecca, et al.
Published: (2024)
by: Pelke, Rebecca, et al.
Published: (2024)
Computing High-Degree Polynomial Gradients in Memory
by: Bhattacharya, T., et al.
Published: (2024)
by: Bhattacharya, T., et al.
Published: (2024)
Maximizing Memory-Level Parallelism via Integrated Stochastic Logic-in-Memory Architectures
by: Razi, Farzad, et al.
Published: (2026)
by: Razi, Farzad, et al.
Published: (2026)
FPIA: Field-Programmable Ising Arrays with In-Memory Computing
by: Hutchinson, George Higgins, et al.
Published: (2024)
by: Hutchinson, George Higgins, et al.
Published: (2024)
All-in-Memory Stochastic Computing using ReRAM
by: de Lima, João Paulo C., et al.
Published: (2025)
by: de Lima, João Paulo C., et al.
Published: (2025)
Apparate: Evading Memory Hierarchy with GodSpeed Wireless-on-Chip
by: GS, Nitesh Narayana, et al.
Published: (2024)
by: GS, Nitesh Narayana, et al.
Published: (2024)
MASIM: An Efficient Multi-Array Scheduler for In-Memory SIMD Computation
by: Qian, Xingyue, et al.
Published: (2024)
by: Qian, Xingyue, et al.
Published: (2024)
Count2Multiply: Reliable In-Memory High-Radix Counting
by: de Lima, João Paulo Cardoso, et al.
Published: (2024)
by: de Lima, João Paulo Cardoso, et al.
Published: (2024)
Antiferromagnetic Tunnel Junctions (AFMTJs) for In-Memory Computing: Modeling and Case Study
by: Choudhary, Yousuf, et al.
Published: (2026)
by: Choudhary, Yousuf, et al.
Published: (2026)
Bayes2IMC: In-Memory Computing for Bayesian Binary Neural Networks
by: Katti, Prabodh, et al.
Published: (2024)
by: Katti, Prabodh, et al.
Published: (2024)
Content Addressable Memory Design with Reference Resistor for Improved Search Resolution
by: Narla, Siri, et al.
Published: (2025)
by: Narla, Siri, et al.
Published: (2025)
Cognition Engines: A Row-Scale HVDC Architecture for Computational Continuity of AI
by: Churnock, Paul
Published: (2025)
by: Churnock, Paul
Published: (2025)
Sensitivity-Aware Mixed-Precision Quantization for ReRAM-based Computing-in-Memory
by: Chen, Guan-Cheng, et al.
Published: (2025)
by: Chen, Guan-Cheng, et al.
Published: (2025)
Towards Memory Specialization: A Case for Long-Term and Short-Term RAM
by: Li, Peijing, et al.
Published: (2025)
by: Li, Peijing, et al.
Published: (2025)
Trilinear Compute-in-Memory Architecture for Energy-Efficient Transformer Acceleration
by: Mia, Md Zesun Ahmed, et al.
Published: (2026)
by: Mia, Md Zesun Ahmed, et al.
Published: (2026)
A Novel Low-Power Cache Architecture Based on 6-Transistor SRAM Cells
by: Dizabadi, Naser Khatti, et al.
Published: (2026)
by: Dizabadi, Naser Khatti, et al.
Published: (2026)
ARMAN: A Reconfigurable Monolithic 3D Accelerator Architecture for Convolutional Neural Networks
by: Sedaghatgoo, Ali, et al.
Published: (2024)
by: Sedaghatgoo, Ali, et al.
Published: (2024)
SMART-WRITE: Adaptive Learning-based Write Energy Optimization for Phase Change Memory
by: Desai, Mahek, et al.
Published: (2025)
by: Desai, Mahek, et al.
Published: (2025)
CXLRAMSim v1.0: System-Level Exploration of CXL Memory Expander Cards
by: Pathak, Karan, et al.
Published: (2026)
by: Pathak, Karan, et al.
Published: (2026)
Similar Items
-
SKYLIGHT: A Scalable Hundred-Channel 3D Photonic In-Memory Tensor Core Architecture for Real-time AI Inference
by: Zhang, Meng, et al.
Published: (2026) -
SimPhony: A Device-Circuit-Architecture Cross-Layer Modeling and Simulation Framework for Heterogeneous Electronic-Photonic AI System
by: Yin, Ziang, et al.
Published: (2024) -
HePGA: A Heterogeneous Processing-in-Memory based GNN Training Accelerator
by: Ogbogu, Chukwufumnanya, et al.
Published: (2025) -
SCATTER: Algorithm-Circuit Co-Sparse Photonic Accelerator with Thermal-Tolerant, Power-Efficient In-situ Light Redistribution
by: Yin, Ziang, et al.
Published: (2024) -
Democratizing Electronic-Photonic AI Systems: An Open-Source AI-Infused Cross-Layer Co-Design and Design Automation Toolflow
by: Zhou, Hongjian, et al.
Published: (2025)