Efficient Reprogramming of Memristive Crossbars for DNNs: Weight Sorting and Bit Stucking
Fuente:
arXiv
Saved in:
| Main Authors: | Farias, Matheus, Kung, H. T. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Sorted Weight Sectioning for Energy-Efficient Unstructured Sparse DNNs on Compute-in-Memory Crossbars
by: Farias, Matheus, et al.
Published: (2024)
by: Farias, Matheus, et al.
Published: (2024)
MDM: Manhattan Distance Mapping of DNN Weights for Parasitic-Resistance-Resilient Memristive Crossbars
by: Farias, Matheus, et al.
Published: (2025)
by: Farias, Matheus, et al.
Published: (2025)
Low-power Spike-based Wearable Analytics on RRAM Crossbars
by: Bhattacharjee, Abhiroop, et al.
Published: (2025)
by: Bhattacharjee, Abhiroop, et al.
Published: (2025)
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)
Seizure Detection and Prediction by Parallel Memristive Convolutional Neural Networks
by: Li, Chenqi, et al.
Published: (2022)
by: Li, Chenqi, et al.
Published: (2022)
Reducing the Barriers to Entry for Foundation Model Training
by: Faraboschi, Paolo, et al.
Published: (2024)
by: Faraboschi, Paolo, et al.
Published: (2024)
In-Memory Learning Automata Architecture using Y-Flash Cell
by: Ghazal, Omar, et al.
Published: (2024)
by: Ghazal, Omar, et al.
Published: (2024)
IMPACT:InMemory ComPuting Architecture Based on Y-FlAsh Technology for Coalesced Tsetlin Machine Inference
by: Ghazal, Omar, et al.
Published: (2024)
by: Ghazal, Omar, et al.
Published: (2024)
A Unified Memory Perspective for Probabilistic Trustworthy AI
by: Zhao, Xueji, et al.
Published: (2026)
by: Zhao, Xueji, et al.
Published: (2026)
COGNATE: Acceleration of Sparse Tensor Programs on Emerging Hardware using Transfer Learning
by: Sudusinghe, Chamika, et al.
Published: (2025)
by: Sudusinghe, Chamika, et al.
Published: (2025)
ReCross: Efficient Embedding Reduction Scheme for In-Memory Computing using ReRAM-Based Crossbar
by: Lai, Yu-Hong, et al.
Published: (2025)
by: Lai, Yu-Hong, et al.
Published: (2025)
Configurable p-Neurons Using Modular p-Bits
by: Bunaiyan, Saleh, et al.
Published: (2026)
by: Bunaiyan, Saleh, 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)
Harnessing Photonics for Machine Intelligence
by: Zhu, Hanqing, et al.
Published: (2026)
by: Zhu, Hanqing, et al.
Published: (2026)
Online Soft Error Tolerance in ReRAM Crossbars for Deep Learning Accelerators
by: Khezeli, Benyamin, et al.
Published: (2024)
by: Khezeli, Benyamin, et al.
Published: (2024)
Integrated Security Mechanisms for Weight Protection in Memristive Crossbar Arrays
by: Rahman, Muhammad Faheemur, et al.
Published: (2025)
by: Rahman, Muhammad Faheemur, et al.
Published: (2025)
Efficient and accurate neural field reconstruction using resistive memory
by: Yu, Yifei, et al.
Published: (2024)
by: Yu, Yifei, et al.
Published: (2024)
Efficient FIR filtering with Bit Layer Multiply Accumulator
by: Liguori, Vincenzo
Published: (2024)
by: Liguori, Vincenzo
Published: (2024)
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)
KVNAND: Efficient On-Device Large Language Model Inference Using DRAM-Free In-Flash Computing
by: Deng, Lishuo, et al.
Published: (2025)
by: Deng, Lishuo, et al.
Published: (2025)
HEANA: A Hybrid Time-Amplitude Analog Optical Accelerator with Flexible Dataflows for Energy-Efficient CNN Inference
by: Vatsavai, Sairam Sri, et al.
Published: (2024)
by: Vatsavai, Sairam Sri, et al.
Published: (2024)
Towards Efficient Hyperdimensional Computing Using Photonics
by: Fayza, Farbin, et al.
Published: (2023)
by: Fayza, Farbin, et al.
Published: (2023)
ELF: Efficient Logic Synthesis by Pruning Redundancy in Refactoring
by: Tsaras, Dimitris, et al.
Published: (2025)
by: Tsaras, Dimitris, et al.
Published: (2025)
Ternary Memristive Logic: Hardware for Reasoning Realized via Domain Algebra
by: Li, Chao
Published: (2026)
by: Li, Chao
Published: (2026)
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)
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory
by: Liao, Yi-Chun, et al.
Published: (2025)
by: Liao, Yi-Chun, 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)
Stratum: System-Hardware Co-Design with Tiered Monolithic 3D-Stackable DRAM for Efficient MoE Serving
by: Pan, Yue, et al.
Published: (2025)
by: Pan, Yue, et al.
Published: (2025)
Continuous-Time Digital Twin with Analogue Memristive Neural Ordinary Differential Equation Solver
by: Chen, Hegan, et al.
Published: (2024)
by: Chen, Hegan, et al.
Published: (2024)
Rapid yet accurate Tile-circuit and device modeling for Analog In-Memory Computing
by: Luquin, J., et al.
Published: (2025)
by: Luquin, J., et al.
Published: (2025)
DendroNN: Dendrocentric Neural Networks for Energy-Efficient Classification of Event-Based Data
by: Krausse, Jann, et al.
Published: (2026)
by: Krausse, Jann, et al.
Published: (2026)
Probabilistic Sensing: Intelligence in Data Sampling
by: Albulushi, Ibrahim, et al.
Published: (2026)
by: Albulushi, Ibrahim, et al.
Published: (2026)
QuEst: Graph Transformer for Quantum Circuit Reliability Estimation
by: Wang, Hanrui, et al.
Published: (2022)
by: Wang, Hanrui, et al.
Published: (2022)
Dataflow-Aware PIM-Enabled Manycore Architecture for Deep Learning Workloads
by: Sharma, Harsh, et al.
Published: (2024)
by: Sharma, Harsh, et al.
Published: (2024)
Designing Silicon Brains using LLM: Leveraging ChatGPT for Automated Description of a Spiking Neuron Array
by: Tomlinson, Michael, et al.
Published: (2024)
by: Tomlinson, Michael, et al.
Published: (2024)
A System Level Performance Evaluation for Superconducting Digital Systems
by: Kundu, Joyjit, et al.
Published: (2024)
by: Kundu, Joyjit, et al.
Published: (2024)
Lifetime-Aware Design for Item-Level Intelligence at the Extreme Edge
by: Prakash, Shvetank, et al.
Published: (2025)
by: Prakash, Shvetank, et al.
Published: (2025)
Multibit neural inference in a N-ary crossbar architecture
by: Moureaux, Anatole, et al.
Published: (2026)
by: Moureaux, Anatole, et al.
Published: (2026)
Governance at the Edge of Architecture: Regulating NeuroAI and Neuromorphic Systems
by: Kashif, Afifah, et al.
Published: (2026)
by: Kashif, Afifah, et al.
Published: (2026)
Hardware-software co-exploration with racetrack memory based in-memory computing for CNN inference in embedded systems
by: Choong, Benjamin Chen Ming, et al.
Published: (2025)
by: Choong, Benjamin Chen Ming, et al.
Published: (2025)
Similar Items
-
Sorted Weight Sectioning for Energy-Efficient Unstructured Sparse DNNs on Compute-in-Memory Crossbars
by: Farias, Matheus, et al.
Published: (2024) -
MDM: Manhattan Distance Mapping of DNN Weights for Parasitic-Resistance-Resilient Memristive Crossbars
by: Farias, Matheus, et al.
Published: (2025) -
Low-power Spike-based Wearable Analytics on RRAM Crossbars
by: Bhattacharjee, Abhiroop, et al.
Published: (2025) -
WAGONN: Weight Bit Agglomeration in Crossbar Arrays for Reduced Impact of Interconnect Resistance on DNN Inference Accuracy
by: Victor, Jeffry, et al.
Published: (2024) -
Seizure Detection and Prediction by Parallel Memristive Convolutional Neural Networks
by: Li, Chenqi, et al.
Published: (2022)