AICAS

Keyphrases

Publications

2023

Guosheng Yu, Zhihong Lv, Haijiang Wang, Zilong Huang, Jicheng Chen
Task-aware Scheduling and Performance Optimization on Yitian710 SoC for GEMM-based Workloads on the Cloud. AICAS (2023)
Gengcheng Lyu, Meng Li
Multi-agent Cooperative Control in Neural MMO Environment Based on MAPPO Algorithm. AICAS (2023)
Kwanghyun Koo, Hyun Kim
PPT-KP: Pruning Point Training-based Kernel Pruning for Deep Convolutional Neural Networks. AICAS (2023)
Anjunyi Fan, Bo Hu, Zhonghua Jin, Haiyue Han, Yaojun Zhang, Yue Yang, Yuchao Yang, Bonan Yan, Ru Huang
Live Demonstration: SRAM Compute-In-Memory Based Visual & Aural Recognition System. AICAS (2023)
Siqi He, Hongyi Zhang, Mengjie Li, Haozhe Zhu, Chixiao Chen, Qi Liu, Xiaoyang Zeng
Bit-Offsetter: A Bit-serial DNN Accelerator with Weight-offset MAC for Bit-wise Sparsity Exploitation. AICAS (2023)
Jin Young Shin, Sang Ho Lee, Kwang Hyun Go, Soohee Kim, Seung Eun Lee
AI Processor based Data Correction for Enhancing Accuracy of Ultrasonic Sensor. AICAS (2023)
Wei Zhang, Junfeng Chang, Zizhao Peng, Lei Chen, Fengwei An
Live Demonstration: Supervised-learning-based Visual Quantification for Image Enhancement. AICAS (2023)
Xia Han, Frédéric Amiel, Xun Zhang, Kunni Wei, Cong Yan, Wenjun Hu, Zefeng Wang
Efficiency Comparison of Machine Learning Algorithms for EEG Interpretation. AICAS (2023)
Qibang Zang, Wang Ling Goh, Yi Sheng Chong, Anh Tuan Do
4b/4b/8b Precision Charge-Domain 8T-SRAM Based CiM for CNN Processing. AICAS (2023)
Olivia Chen, Zhengang Li, Tomoharu Yamauchi, Yanzhi Wang, Nobuyuki Yoshikawa
Performance Assessment of an Extremely Energy-Efficient Binary Neural Network Using Adiabatic Superconductor Devices. AICAS (2023)
Jiaxin Huang, Florian Kelber, Bernhard Vogginger, Binyi Wu, Felix Kreutz, Pascal Gerhards, Daniel Scholz, Klaus Knobloch, Christian Georg Mayr
Efficient Algorithms for Accelerating Spiking Neural Networks on MAC Array of SpiNNaker 2. AICAS (2023)
Sheng Zhou, Xi Chen, Kwantae Kim, Shih-Chii Liu
High-Accuracy and Energy-Efficient Acoustic Inference using Hardware-Aware Training and a 0.34nW/Ch Full-Wave Rectifier. AICAS (2023)
Thomas Dalgaty, Maria Lepecq
SLIM-Net: Rethinking how neural networks use systolic arrays. AICAS (2023)
Udari De Alwis, Zhongheng Xie, Massimo Alioto
Temporal Similarity-Based Computation Reduction for Video Transformers in Edge Camera Nodes. AICAS (2023)
Bin Liu, Hao Wu, Guoxing Wang
Live Demonstration: A Smart Ring for Continuous Health Data Monitoring Based on Photoplethysmography. AICAS (2023)
Hongwei Shan, Lichen Feng, Yueqi Zhang, Zhangming Zhu
An Interpretable Pixel Intensity Reconstruction Model for Asynchronous Event Camera. AICAS (2023)
Fatmah Alantali, Yasmin Halawani, Baker Mohammad, Mahmoud Al-Qutayri
F-CNN: Faster CNN Exploiting Data Re-Use with Statistical Analysis. AICAS (2023)
Mengchuan Dong, Wei Zhou, Cong Pang, Xiangyu Zhang, Xin Lou
Image Frequency Separation Residual Network for End-to-end RAW to RGB Mapping. AICAS (2023)
Georg Rutishauser, Francesco Conti, Luca Benini
Free Bits: Latency Optimization of Mixed-Precision Quantized Neural Networks on the Edge. AICAS (2023)
Deruo Cheng, Yiqiong Shi, Yee-Yang Tee, Jingsi Song, Xue Wang, Bihan Wen, Bah-Hwee Gwee
Deep-learning-based X-ray CT Slice Analysis for Layout Verification in Printed Circuit Boards. AICAS (2023)
Anupam Golder, Arijit Raychowdhury
PCB Identification Based on Machine Learning Utilizing Power Consumption Variability. AICAS (2023)
Xinran Wu, Xiang Chen, Kun Yue
Efficient Parameter Learning of Bayesian Network with Latent Variables from High-Dimensional Data. AICAS (2023)
Ioannis Kouretas, Vassilis Paliouras, Thanos Stouraitis
Modified Logarithmic Multiplication Approximation for Machine Learning. AICAS (2023)
Wenling Ma, Lianzheng Li, Ziye Li, Guangchao Zhao, Xiaojing Long, Mingqiang Huang
RRAM-Based Precision-Scaleable Computing-In-Memory Scheme and Its Error Correction Approach. AICAS (2023)
Jingyu He, Ziyang Shen, Fengshi Tian, Jinbo Chen, Jie Yang, Mohamad Sawan, Hsiang-Ting Chen, Paul Bogdan, Chi-Ying Tsui
SNNOpt: An Application-Specific Design Framework for Spiking Neural Networks. AICAS (2023)
Thanh-Dat Nguyen, Minh-Son Le, Thi-Nhan Pham, Ik-Joon Chang
TRIO: a Novel 10T Ternary SRAM Cell for Area-Efficient In-memory Computing of Ternary Neural Networks. AICAS (2023)
Yichuan Bai, Zhuang Shao, Chenshuo Zhang, Aojie Jiang, Yuan Du, Li Du
Live Demonstration: An Efficient Neural Network Processor with Reduced Data Transmission and On-chip Shortcut Mapping. AICAS (2023)
Yiming Ai, Bipin Rajendran
A Convolutional Spiking Network for Gesture Recognition in Brain-Computer Interfaces. AICAS (2023)
Xiaoyu Feng, Wenyu Sun, Shupei Fan, Chen Tang, Yixiong Yang, Jinshan Yue, Qingmin Liao, Huazhong Yang, Yongpan Liu
A Demonstration Platform for Large-Scaled Point Cloud Network Based on 28nm 2D/3D Unified Sparse Convolution Accelerator. AICAS (2023)
Mohammad Amin Yaldagard, Sumit Diware, Rajiv V. Joshi, Said Hamdioui, Rajendra Bishnoi
Read-disturb Detection Methodology for RRAM-based Computation-in-Memory Architecture. AICAS (2023)
Guang Shi, Yirong Kan, Renyuan Zhang
Computer-Aided-Prediction of Body Constitution with Efficient Cock-Tail Learning. AICAS (2023)
Jinhai Hu, Cong Sheng Leow, Wang Ling Goh, Yuan Gao
Energy Efficient Software-hardware Co-design of Quantized Recurrent Convolutional Neural Network for Continuous Cardiac Monitoring. AICAS (2023)
Haochuan Wan, Chaolin Rao, Yueyang Zheng, Pingqiang Zhou, Xin Lou
A Systolic Array with Activation Stationary Dataflow for Deep Fully-Connected Networks. AICAS (2023)
Sumit Diware, Anteneh Gebregiorgis, Rajiv V. Joshi, Said Hamdioui, Rajendra Bishnoi
Mapping-aware Biased Training for Accurate Memristor-based Neural Networks. AICAS (2023)
Runxi Wang, Xinfei Guo
A Hierarchically Reconfigurable SRAM-Based Compute-in-Memory Macro for Edge Computing. AICAS (2023)
Yaotian Liu, Yuhang Zhang, Qing Zhang, Rui Chen, Yongfu Li
FEEP: Functional ECO Synthesis with Efficient Patch Minimization. AICAS (2023)
Yu-Chi Su, Ching-Te Chiu, Chih-Han Cheng, Kuan-Hsien Liu, Tsung-Chan Lee, Jia-Lin Chen, Jie-Yu Luo, Wei-Chang Chung, Yao-Ren Chang, Kuan-Ying Ho
CPGAN: Collective Punishment Generative Adversarial Network for Dry Fingerprint Image Enhancement. AICAS (2023)
Mohammad Hasan Ahmadilivani, Mahdi Taheri, Jaan Raik, Masoud Daneshtalab, Maksim Jenihhin
Enhancing Fault Resilience of QNNs by Selective Neuron Splitting. AICAS (2023)
Changyan Chen, Qing Zhang, Shirui Sheng, Huajie Huang, Yuhang Zhang, Yongfu Li
LungHeart-AtMe: Adventitious Cardiopulmonary Sounds Classification Using MMoE with STFT and MFCCs Spectrograms. AICAS (2023)
Yuansheng Zhao, Zixuan Shen, Jiarui Xu, Kevin C. T. Chai, Yanqing Wu, Chao Wang
A Novel Transpose 2T-DRAM based Computing-in-Memory Architecture for On-chip DNN Training and Inference. AICAS (2023)
Gi-Soo Kim, Young Suh Hong, Tae Hoon Lee, Myunghee Cho Paik, Hongsoo Kim
Bandit-supported care planning for older people with complex health and care needs. AICAS (2023)
Jinbo Chen, Hui Wu, Xing Liu, Razieh Eskandari, Fengshi Tian, Wenjun Zou, Chaoming Fang, Jie Yang, Mohamad Sawan
NeuroBMI: A New Neuromorphic Implantable Wireless Brain Machine Interface with A 0.48 µW Event-Driven Noise-Tolerant Spike Detector. AICAS (2023)
Zhou Wang, Jingchuan Wei, Xiaonan Tang, Boxiao Han, Hongjun He, Leibo Liu, Shaojun Wei, Shouyi Yin
TPE: A High-Performance Edge-Device Inference with Multi-level Transformational Mechanism. AICAS (2023)
Victor J. B. Jung, Arne Symons, Linyan Mei, Marian Verhelst, Luca Benini
SALSA: Simulated Annealing based Loop-Ordering Scheduler for DNN Accelerators. AICAS (2023)
Yuandong Li, Li Du, Yuan Du
A Column-Parallel Time-Interleaved SAR/SS ADC for Computing in Memory with 2-8bit Reconfigurable Resolution. AICAS (2023)
Wei-Jyun Chen, Ching-Te Chiu, Ting-Chun Lin
Landmark-Based Adversarial Network for RGB-D Pose Invariant Face Recognition. AICAS (2023)
Haiyan Qin, Yejun Zeng, Jinyu Bai, Wang Kang
Searching Tiny Neural Networks for Deployment on Embedded FPGA. AICAS (2023)
Huiqing Xu, Kuang Mao, Quihong Pan, Zhaorong Tang, Mengdi Wang, Ying Wang
Deep Learning Compiler Optimization on Multi-Chiplet Architecture. AICAS (2023)
Yanghan Zheng, Zhaofang Li, Kaihang Sun, Kuan-Pei Lee, Kea-Tiong Tang
A 40nm area-efficient Effective-bit-combination-based DNN accelerator with the reconfigurable multiplier. AICAS (2023)
Thomas Rüegg, Marco Giordano, Michele Magno
KP2Dtiny: Quantized Neural Keypoint Detection and Description on the Edge. AICAS (2023)