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08/30/2023
ACNPU: A 4.75TOPS/W 1080P@30FPS Super Resolution Accelerator with Decoupled Asymmetric Convolution
Deep learning-driven superresolution (SR) outperforms traditional techni...
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05/10/2022
Real-Time Wearable Gait Phase Segmentation For Running And Walking
Previous gait phase detection as convolutional neural network (CNN) base...
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05/10/2022
Deep Gait Tracking With Inertial Measurement Unit
This paper presents a convolutional neural network based foot motion tra...
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05/10/2022
A 14uJ/Decision Keyword Spotting Accelerator with In-SRAM-Computing and On Chip Learning for Customization
Keyword spotting has gained popularity as a natural way to interact with...
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05/09/2022
Row-wise Accelerator for Vision Transformer
Following the success of the natural language processing, the transforme...
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05/09/2022
A Real Time Super Resolution Accelerator with Tilted Layer Fusion
Deep learning based superresolution achieves high-quality results, but i...
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05/09/2022
Hardware-Robust In-RRAM-Computing for Object Detection
In-memory computing is becoming a popular architecture for deep-learning...
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05/06/2022
IMU Based Deep Stride Length Estimation With Self-Supervised Learning
Stride length estimation using inertial measurement unit (IMU) sensors i...
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05/02/2022
VSCNN: Convolution Neural Network Accelerator With Vector Sparsity
Hardware accelerator for convolution neural network (CNNs) enables real ...
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05/02/2022
Efficient Accelerator for Dilated and Transposed Convolution with Decomposition
Hardware acceleration for dilated and transposed convolution enables rea...
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05/02/2022
Real Time On Sensor Gait Phase Detection with 0.5KB Deep Learning Model
Gait phase detection with convolution neural network provides accurate c...
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05/02/2022
A Secure File Sharing System Based on IPFS and Blockchain
There is a great interest in many approaches towards blockchain in provi...
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05/02/2022
Pre-RTL DNN Hardware Evaluator With Fused Layer Support
With the popularity of the deep neural network (DNN), hardware accelerat...
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05/02/2022
A Real Time 1280x720 Object Detection Chip With 585MB/s Memory Traffic
Memory bandwidth has become the real-time bottleneck of current deep lea...
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05/02/2022
PSCNN: A 885.86 TOPS/W Programmable SRAM-based Computing-In-Memory Processor for Keyword Spotting
Computing-in-memory (CIM) has attracted significant attentions in recent...
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05/02/2022
RangeSeg: Range-Aware Real Time Segmentation of 3D LiDAR Point Clouds
Semantic outdoor scene understanding based on 3D LiDAR point clouds is a...
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05/02/2022
VSA: Reconfigurable Vectorwise Spiking Neural Network Accelerator
Spiking neural networks (SNNs) that enable low-power design on edge devi...
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05/02/2022
Zebra: Memory Bandwidth Reduction for CNN Accelerators With Zero Block Regularization of Activation Maps
The large amount of memory bandwidth between local buffer and external D...
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05/02/2022
Sparse Compressed Spiking Neural Network Accelerator for Object Detection
Spiking neural networks (SNNs), which are inspired by the human brain, h...
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05/02/2022
BSRA: Block-based Super Resolution Accelerator with Hardware Efficient Pixel Attention
Increasingly, convolution neural network (CNN) based super resolution mo...
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05/02/2022
VWA: Hardware Efficient Vectorwise Accelerator for Convolutional Neural Network
Hardware accelerators for convolution neural networks (CNNs) enable real...
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12/16/2017