Cover Image

CIM-Tuner: Balancing the Compute and Storage Capacity of SRAM-CIM Accelerator via Hardware-mapping Co-exploration

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Jinwu, Shi, Yuhui, Wang, He, Jiang, Zhe, Yang, Jun, Si, Xin, Zhu, Zhenhua
Format:	Preprint
Published:	2026
Subjects:	Hardware Architecture
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

AccelCIM: Systematic Dataflow Exploration for SRAM Compute-in-Memory Accelerator
by: Xue, Chenhao, et al.
Published: (2026)

EdgeCIM: A Hardware-Software Co-Design for CIM-Based Acceleration of Small Language Models
by: Bazzi, Jinane, et al.
Published: (2026)

RCW-CIM: A Digital CIM-based LLM Accelerator with Read-Compute/Write
by: Guo, Yan-Cheng, et al.
Published: (2026)

Be CIM or Be Memory: A Dual-mode-aware DNN Compiler for CIM Accelerators
by: Zhao, Shixin, et al.
Published: (2025)

CIMinus: Empowering Sparse DNN Workloads Modeling and Exploration on SRAM-based CIM Architectures
by: Qi, Yingjie, et al.
Published: (2025)

CIMR-V: An End-to-End SRAM-based CIM Accelerator with RISC-V for AI Edge Device
by: and, Yan-Cheng Guo, et al.
Published: (2025)

Ouroboros: Wafer-Scale SRAM CIM with Token-Grained Pipelining for Large Language Model Inference
by: Liu, Yiqi, et al.
Published: (2026)

CIMple: Standard-cell SRAM-based CIM with LUT-based split softmax for attention acceleration
by: Ahn, Bas, et al.
Published: (2026)

Voxel-CIM: An Efficient Compute-in-Memory Accelerator for Voxel-based Point Cloud Neural Networks
by: Lin, Xipeng, et al.
Published: (2024)

FusionCIM: Accelerating LLM Inference with Fusion-Driven Computing-in-Memory Architecture
by: Xuan, Zihao, et al.
Published: (2026)

GEM3D CIM General Purpose Matrix Computation Using 3D Integrated SRAM eDRAM Hybrid Compute In Memory on Memory Architecture
by: Chakraborty, Subhradip, et al.
Published: (2026)

Acore-CIM: build accurate and reliable mixed-signal CIM cores with RISC-V controlled self-calibration
by: Numan, Omar, et al.
Published: (2025)

TL-nvSRAM-CIM: Ultra-High-Density Three-Level ReRAM-Assisted Computing-in-nvSRAM with DC-Power Free Restore and Ternary MAC Operations
by: Wang, Dengfeng, et al.
Published: (2023)

3DGauCIM: Accelerating Static/Dynamic 3D Gaussian Splatting via Digital CIM for High Frame Rate Real-Time Edge Rendering
by: Huang, Wei-Hsing, et al.
Published: (2025)

Unicorn-CIM: Uncovering the Vulnerability and Improving the Resilience of High-Precision Compute-in-Memory
by: Li, Qiufeng, et al.
Published: (2025)

Balancing FP8 Computation Accuracy and Efficiency on Digital CIM via Shift-Aware On-the-fly Aligned-Mantissa Bitwidth Prediction
by: Zhao, Liang, et al.
Published: (2026)

CIM-MLC: A Multi-level Compilation Stack for Computing-In-Memory Accelerators
by: Qu, Songyun, et al.
Published: (2024)

High-Level Surface Code Decoding via Parallel FFNNs on CIM Platforms
by: Wang, Hao, et al.
Published: (2024)

Extending Straight-Through Estimation for Robust Neural Networks on Analog CIM Hardware
by: Feng, Yuannuo, et al.
Published: (2025)

A 28nm 1.80Mb/mm2 Digital/Analog Hybrid SRAM-CIM Macro Using 2D-Weighted Capacitor Array for Complex Number Mac Operations
by: Konno, Shota, et al.
Published: (2025)

StreamDCIM: A Tile-based Streaming Digital CIM Accelerator with Mixed-stationary Cross-forwarding Dataflow for Multimodal Transformer
by: Qin, Shantian, et al.
Published: (2025)

CIMFlow: An Integrated Framework for Systematic Design and Evaluation of Digital CIM Architectures
by: Qi, Yingjie, et al.
Published: (2025)

HPD: Hybrid Projection Decomposition for Robust State Space Models on Analog CIM Hardware
by: Feng, Yuannuo, et al.
Published: (2025)

ModSRAM: Algorithm-Hardware Co-Design for Large Number Modular Multiplication in SRAM
by: Ku, Jonathan, et al.
Published: (2024)

SEGA-DCIM: Design Space Exploration-Guided Automatic Digital CIM Compiler with Multiple Precision Support
by: Diao, Haikang, et al.
Published: (2025)

ASDR: Exploiting Adaptive Sampling and Data Reuse for CIM-based Instant Neural Rendering
by: Liu, Fangxin, et al.
Published: (2025)

METRO: A Software-Hardware Co-Design of Interconnections for Spatial DNN Accelerators
by: Wang, Zhao, et al.
Published: (2021)

SRAM Based Digital Custom Compute Engine for Improved Area Efficiency of AI Hardware
by: Dhakad, Narendra Singh, et al.
Published: (2026)

CLSA-CIM: A Cross-Layer Scheduling Approach for Computing-in-Memory Architectures
by: Pelke, Rebecca, et al.
Published: (2024)

Energy-efficient SNN Architecture using 3nm FinFET Multiport SRAM-based CIM with Online Learning
by: Huijbregts, Lucas, et al.
Published: (2024)

NASiC: 3D NAND-based CAM-Selected Multibit CIM Architecture for Efficient On-Device Mixture-of-Experts LLM Inference
by: Xu, Weikai, et al.
Published: (2026)

UniCAIM: A Unified CAM/CIM Architecture with Static-Dynamic KV Cache Pruning for Efficient Long-Context LLM Inference
by: Xu, Weikai, et al.
Published: (2025)

DS-CIM: Digital Stochastic Computing-In-Memory Featuring Accurate OR-Accumulation via Sample Region Remapping for Edge AI Models
by: Shao, Kunming, et al.
Published: (2026)

H3DFact: Heterogeneous 3D Integrated CIM for Factorization with Holographic Perceptual Representations
by: Wan, Zishen, et al.
Published: (2024)

Cocco: Hardware-Mapping Co-Exploration towards Memory Capacity-Communication Optimization
by: Tan, Zhanhong, et al.
Published: (2024)

Hardware-Software Co-Design for Accelerating Transformer Inference Leveraging Compute-in-Memory
by: Kim, Dong Eun, et al.
Published: (2025)

A Review of SRAM-based Compute-in-Memory Circuits
by: Yoshioka, Kentaro, et al.
Published: (2024)

SRAM-PG: Power Delivery Network Benchmarks from SRAM Circuits
by: Shen, Shan, et al.
Published: (2024)

EasyACIM: An End-to-End Automated Analog CIM with Synthesizable Architecture and Agile Design Space Exploration
by: Zhang, Haoyi, et al.
Published: (2024)

SAIL: SRAM-Accelerated LLM Inference System with Lookup-Table-based GEMV
by: Zhang, Jingyao, et al.
Published: (2025)