AICAS

Publications

2024

Harshiv Chandra, Akash Ghosh, Rahul Singh, M. B. Srinivas
SNN-LIF Model for Glaucoma Classification. AICAS (2024)
Nicolas Ramos, Hai Li
CNN Implementation of Bayesian Plasticity for Robust Learning. AICAS (2024)
Paulo Machado, Ruxandra Barbulescu, Luís Miguel Silveira
Echo State Networks for Accurate and Efficient Modeling of Dynamic Circuits. AICAS (2024)
Meriem Bettayeb, Eman Hassan, Muhammad Umair Khan, Yasmin Halawani, Hani H. Saleh, Baker Mohammad
Adapting Spatial Transformer Networks Across Diverse Hardware Platforms: A Comprehensive Implementation Study. AICAS (2024)
Ying Tao, Chip-Hong Chang, Sylvain Saïghi, Shengyu Gao
GaitSpike: Event-based Gait Recognition With Spiking Neural Network. AICAS (2024)
Xiangfeng Sun, Yuanting Zhang, Yunchang Jiang, Zheng Li, Bingjin Han, Junyi Mai, Zhibin Luo, Enyi Yao
HLC: A Hardware-friendly Quantization and Cache-based Accelerator for Transformer. AICAS (2024)
Ming-Guang Lin, Jiing-Ping Wang, Cheng-Yang Chang, An-Yeu Andy Wu
Approximate Adder Tree Design with Sparsity-Aware Encoding and In-Memory Swapping for SRAM-based Digital Compute-In-Memory Macros. AICAS (2024)
Yuhan Qin, Yulong Meng, Haitao Du, Yazhuo Guo, Yi Kang
MSCA: Model-Driven Search for Optimal Configuration for SpMM Accelerators. AICAS (2024)
Zekun Zhang, Xin Jiao, Chengyu Xu
A Feature Map Lossless Compression Framework for Convolutional Neural Network Accelerators. AICAS (2024)
Pierre Lewden, Adrien F. Vincent, Jean Tomas, Chip-Hong Chang, Sylvain Saïghi
Effect of Line Resistance of Passive Memristive Crossbars on Spiking Neural Network Performance. AICAS (2024)
Janak Sharda, Po-Kai Hsu, Shimeng Yu
Accelerator Design using 3D Stacked Capacitorless DRAM for Large Language Models. AICAS (2024)
Amélie Gruel, Adrien F. Vincent, Jean Martinet, Sylvain Saïghi
Neuromorphic Event-based Line Detection on SpiNNaker. AICAS (2024)
Jongkil Park, YeonJoo Jeong, Jaewook Kim, Suyoun Lee, Joon Young Kwak, Jong-Keuk Park, Inho Kim
High-Density Digital Neuromorphic Processor with High-Precision Neural and Synaptic Dynamics and Temporal Acceleration. AICAS (2024)
Cristian Cioflan, Lukas Cavigelli, Manuele Rusci, Miguel de Prado, Luca Benini
On-Device Domain Learning for Keyword Spotting on Low-Power Extreme Edge Embedded Systems. AICAS (2024)
Bhaskar Choubey, Hendrik Sommerhoff, Michael Moeller, Andreas Kolb
Variable layout CMOS pixels for end-to-end learning in task specific Image Sensors. AICAS (2024)
Kang Eun Jeon, Wooram Seo, Johnny Rhe, Jong Hwan Ko
ConvMapSim: Modeling and Simulating Convolutional Weight Mapping for PIM Arrays. AICAS (2024)
Brady Taylor, Xiaoxuan Yang, Hai Li
Weight Update Scheme for 1T1R Memristor Array Based Equilibrium Propagation. AICAS (2024)
Shijie Cheng, Ruifang Liu, Hao Wu, Keith Siu-Fung Sze, Qianjin Feng
A Pulse Correlation Model for PPG Signal Quality Assessment and Key Pulse Extraction. AICAS (2024)
Huanan Li, Shicheng Jia, Juntao Guan, Rui Lai, Shubin Liu, Zhangming Zhu
An Energy-Efficient Look-up Table Framework for Super Resolution on FPGA. AICAS (2024)
Ayan Shymyrbay, Mohammed E. Fouda, Ahmed M. Eltawil
Towards Automated FPGA Compilation of Spiking Neural Networks. AICAS (2024)
Vasilis Sakellariou, Vassilis Paliouras, Ioannis Kouretas, Hani H. Saleh, Thanos Stouraitis
An end-to-end RNS CNN Accelerator. AICAS (2024)
Yiheng Hui, Yuanlin Nong, He Ma, Jingjing Lv, Lei Chen, Li Du, Yuan Du
A CNN-based One-shot Blind RX-side-only Equalization Scheme for High-speed SerDes links. AICAS (2024)
Nada AbuHamra, Baker Mohammad
Memory-Centric Computing for Image Classification Using SNN with RRAM. AICAS (2024)
Chua-Chin Wang, Shih-Heng Luo, Hsin-Che Wu, Ralph Gerard B. Sangalang, Chewnpu Jou, Harry Hsia, Lan-Chou Cho
A 54.61-GOPS 96.35-mW Digital Logic Accelerator For Underwater Object Recognition DNN Using 40-nm CMOS Process. AICAS (2024)
Harideep Nair, David Barajas-Jasso, Quinn Jacobson, John Paul Shen
TNN-CIM: An In-SRAM CMOS Implementation of TNN-Based Synaptic Arrays with STDP Learning. AICAS (2024)
D. A. Silva, Ayan Shymyrbay, Kamilya Smagulova, A. Elsheikh, Mohamed E. Fouda, Ahmed M. Eltawil
End-to-End Edge Neuromorphic Object Detection System. AICAS (2024)
Yichuan Bai, Xiaopeng Zhang, Qian Wang, Jingjing Lv, Lei Chen, Yuan Du, Li Du
An Area-Efficient CNN Accelerator Supporting Global Average Pooling with Arbitrary Shapes. AICAS (2024)
6th IEEE International Conference on AI Circuits and Systems, AICAS 2024, Abu Dhabi, United Arab Emirates, April 22-25, 2024 AICAS (2024)
Mincheol Cha, Keehyuk Lee, Xuan Truong Nguyen, Hyuk-Jae Lee
A Low-Latency and Scalable Vector Engine with Operation Fusion for Transformers. AICAS (2024)
Sumit Diware, Mohammad Amin Yaldagard, Anteneh Gebregiorgis, Rajiv V. Joshi, Said Hamdioui, Rajendra Bishnoi
Dynamic Detection and Mitigation of Read-disturb for Accurate Memristor-based Neural Networks. AICAS (2024)
Hangyul Choi, Seongmoon Jeong, Sangwoon Kwak, Soon-Heung Jung, Jong Hwan Ko
Adaptive Image Downscaling for Rate-Accuracy-Latency Optimization of Task-Target Image Compression. AICAS (2024)
Dayoung Chun, Hyuk-Jae Lee, Hyun Kim
PF-Training: Parameter Freezing for Efficient On-Device Training of CNN-based Object Detectors in Low-Resource Environments. AICAS (2024)
A. Bazzi, Emmanuel Hardy, J. Ballester, Franck Badets, Louis Hutin
Optimizing with phases: design and application space assessment for networks of phase-locked Ring Oscillators. AICAS (2024)
Arnob Saha, Bibhas Manna, Sen Lu, Zhouhang Jiang, Kai Ni, Abhronil Sengupta
Device Feasibility Analysis of Multi-level FeFETs for Neuromorphic Computing. AICAS (2024)
Shreya Kshirasagar, Benjamin Cramer, Andre Guntoro, Christian Mayr
Auditory Anomaly Detection using Recurrent Spiking Neural Networks. AICAS (2024)
Livia Manovi, Lorenzo Capelli, Alex Marchioni, Filippo Martinini, Gianluca Setti, Mauro Mangia, Riccardo Rovatti
SVD-based Peephole and Clustering to Enhance Trustworthiness in DNN Classifiers. AICAS (2024)
Pierangelo Maria Rapa, Mattia Orlandi, Andrea Amidei, Alessio Burrello, Roberto Rabbeni, Paolo Pavan, Luca Benini, Simone Benatti
Driving Towards Safety: Online PPG-based Drowsiness Detection with TCNs. AICAS (2024)
Cédric Gernigon, Silviu-Ioan Filip, Olivier Sentieys, Clément Coggiola, Mickael Bruno
AdaQAT: Adaptive Bit-Width Quantization-Aware Training. AICAS (2024)
Cheng-Yao Lo, Lean Karlo Santos Tolentino, Jhih-Ying Ke, Jeffrey S. Walling, Yang Yi, Chua-Chin Wang
A 266.7 TOPS/W Computing-in Memory Using Single-Ended 6T 4-kb SRAM in 16-nm FinFET CMOS Process. AICAS (2024)
Cheol-Ho Choi, Joonhwan Han, Jeongwoo Cha, Jungho Shin, Hyun Woo Oh
Fast Object Detection Algorithm using Edge-based Operation Skip Scheme with Viola-Jones Method. AICAS (2024)
Jingcun Wang, Bing Li, Grace Li Zhang
Early-Exit with Class Exclusion for Efficient Inference of Neural Networks. AICAS (2024)
Christodoulos Peltekis, Kosmas Alexandridis, Giorgos Dimitrakopoulos
Reusing Softmax Hardware Unit for GELU Computation in Transformers. AICAS (2024)
Guang Chen, Jian Cao, Shuo Feng, Zilin Wang, Yi Zhong, Qibin Li, Xiongbo Zhao, Xing Zhang, Yuan Wang
On-Chip Incremental Learning based on Unsupervised STDP Implementation. AICAS (2024)
Lorenzo Pes, Rick Luiken, Federico Corradi, Charlotte Frenkel
Active Dendrites Enable Efficient Continual Learning in Time-To-First-Spike Neural Networks. AICAS (2024)
José Cubero-Cascante, Arunkumar Vaidyanathan, Rebecca Pelke, Lorenzo Pfeifer, Rainer Leupers, Jan Moritz Joseph
A Calibratable Model for Fast Energy Estimation of MVM Operations on RRAM Crossbars. AICAS (2024)
Anurag Gulati, Syed Asrar ul Haq, Sumit Darak, Varun Singh
Low-Complexity High Speed Residual Network-Augmented Channel Estimation for mmWave Massive MIMO. AICAS (2024)
Jaemyung Kim, Jin-Ku Kang, Yongwoo Kim
Fast, Efficient and Lightweight Compressed Image Super-Resolution Network for Edge Devices. AICAS (2024)
Zilin Wang, Yi Zhong, Guang Chen, Shuo Feng, Youming Yang, Xiaoxin Cui, Yuan Wang
A Hybrid Heterogeneous Neural Network Accelerator based on Systolic Array. AICAS (2024)
Zidu Li, Phil David Börner, Maurice Müller, Andreas Bablich, Peter Haring Bolívar, Bhaskar Choubey
Vibration may Break the Conductive Filament in amorphous Germanium based Memristor. AICAS (2024)
Zhibin Luo, Junyi Mai, Enyi Yao
OTFC-LSTM: An Efficient Design of LSTM Accelerator based on On-The-Fly CORDIC. AICAS (2024)