Cong Shi

Massachusetts Eye and Ear Infirmary — United States

Engineering · Physical Sciences

14h-index662citations84works3.62yr avg
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Research Topics

Advanced Memory and Neural Computing(36), CCD and CMOS Imaging Sensors(16), Ferroelectric and Negative Capacitance Devices(16), Neuroscience and Neural Engineering(13), Neural dynamics and brain function(12)

Publications84 total

A Digital SRAM-Based Compute-In-Memory Macro for Weight-Stationary Dynamic Matrix Multiplication in Transformer Attention Score Computation
arXiv (Cornell University)·2025Open Access
Assessment of Visual Function in Mice Using Light/Dark Box and Multi-Feature Machine Learning
2025Open Access
SANST: Sensing Anonymized Network via Sorted Triplets
2025
On-demand regulatable mechanical properties of highly transparent biodegradable polymer by dynamic compression training
Polymer·2025
Large language model powered knowledge graph construction for mental health exploration
UNC Libraries·2025Open Access
Large language model powered knowledge graph construction for mental health exploration
Nature Communications·2025· 4 citedOpen Access
A 10 000-Inference/s Bio-Inspired Spiking Vision Chip Based on an End-to-End SNN Embedding Image Signal Enhancement
IEEE Journal of Solid-State Circuits·2025
AM-CIM: Approximate Memory Based Near Sensor Compute-in-Memory Architecture for Keyword Spotting
IEEE Transactions on Circuits and Systems I Regular Papers·2025
GraphEdge: Dynamic graph partition and task scheduling for GNNs computing in edge network
Information Fusion·2025· 6 cited
A 0.473 μJ/class Seizure Detection Processor with LSVM Classifier and LPF-Based Feature Extraction
2025
A Visual-Cortex-Mimetic Tiny Neuromorphic Vision Processor Based on Reconfigurable Cortical Neuron Unit
IEEE Transactions on Circuits & Systems II Express Briefs·2025· 1 cited
GraphEdge: Dynamic Graph Partition and Task Scheduling for GNNs Computing in Edge Network
arXiv (Cornell University)·2025Open Access
An Edge Neuromorphic Processor With High-Accuracy On-Chip Aggregate-Label Learning
IEEE Transactions on Circuits & Systems II Express Briefs·2025· 2 cited
ChainPIM: A ReRAM-Based Processing-in-Memory Accelerator for HGNNs via Chain Structure
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems·2025· 3 cited
Soil salinization prediction through feature selection and machine learning at the irrigation district scale
Frontiers in Earth Science·2025· 6 citedOpen Access
Joint Learning and Pricing in Many-Server Queues: Near-Optimal Policies via Fluid Duality
SSRN Electronic Journal·2025Open Access
Edgraph: Dynamic GNN Inference with Multi-edge Clouds Collaboration
2024
A visual cortex-inspired edge neuromorphic hardware architecture with on-chip multi-layer STDP learning
Computers & Electrical Engineering·2024· 4 cited
MorphBungee-Lite: An Edge Neuromorphic Architecture With Balanced Cross-Core Workloads Based on Layer-Wise Event-Batch Learning/Inference
IEEE Transactions on Circuits & Systems II Express Briefs·2024· 6 cited
LLD-GAN: An end-to-end network for low-light image demosaicking
Displays·2024· 2 cited
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Frequent Co-authors

Liyuan Liu(17), Nanjian Wu(17), Xichuan Zhou(16), Junxian He(14), Min Tian(14), Tengxiao Wang(13), Gang Luo(10), Haibing Wang(10), Ying Wang(10), Yingcheng Lin(9), Ping Li(8), Fang Tang(7), Zhengqing Zhong(6), Shuangming Yu(5), Jianyi Yu(4), Jingwei Guo(4), Zhi Lin(4), Zhen He(3), Haoran Gao(3), Wei He(3)