DLAU: A scalable deep learning accelerator unit on FPGA

C Wang, L Gong, Q Yu, X Li, Y Xie… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
… the size of the neural networks with scalable and flexible hardware … a scalable deep learning
accelerator unit named DLAU to speed up the kernel computational parts of deep learning

[PDF][PDF] DLAU: A Scalable Deep Learning Accelerator Unit on FPGA

V Paramesh - 2019 - easychair.org
… the size of the neural networks with scalable and flexible hardware … a scalable deep learning
accelerator unit named DLAU to speed up the kernel computational parts of deep learning

[PDF][PDF] A NEW DESIGN OF FPGA-ROBUST DEEP LEARNING ACCELERATION PLATFORM

RA Kumar, SR Kumar - Journal of Nonlinear Analysis and Optimization, 2021 - jnao-nu.com
… We develop the DLAU-based application in this paper. We are introducing a DLAU-based
scalable deep learning accelerator to speed up the kernel's machine bits. We use tile …

Efficient Design of Adaptable Deep Learning Accelerator

A Choubey, SB Choubey - 2021 10th IEEE International …, 2021 - ieeexplore.ieee.org
… paper presents a scalable AI accelerator unit named DLAU to hurry up the kernel machine
elements of … , that may be an ascendable and versatile AI accelerator supported on FPGA. The …

[PDF][PDF] IMPLEMENTATION OF FPGA-ROBUST DEEP LEARNING ACCELERATION PLATFORM

B DHANANJAYA, GSS BABU, K VISWANATH… - ijesat.com
… We develop the DLAU-based application in this paper. We are introducing a DLAUbased
scalable deep learning accelerator to speed up the kernel's machine bits. We use tile …

[PDF][PDF] Implementation of FPGA-Robust Deep Learning Acceleration Platform

DV Vardhan, MPM Krishna - Journal of Engineering Sciences, 2023 - mlsoft.in
… In this paper we build DLAU, which is scalable accelerator architecture for large-scale …
DLAU, which is an FPGA based deep learning accelerator that is scalable and versatile. The …

[PDF][PDF] Implementation of Deep Learning Accelerator Unit

S Aparna, TV Lakshmi, M Kamaraju, YS Chakrapani - academia.edu
… of large-scale deep-learning neural networks is therefore … a scalable deep learning accelerator
machine called DLAU … -of - the-art Xilinx FPGA panel show that the DLAU accelerator can …

Deep Learning Hardware Accelerator Unit

N Sindhe, S Ahmed, A Rao… - 2022 IEEE 7th …, 2022 - ieeexplore.ieee.org
… the TMMU, AFAU, PSAU which are pipelined units used to increase … The DLAU is a flexible,
scalable deep learning accelerator unit based on FPGA used to speed up neural network

A survey on convolutional neural network accelerators: GPU, FPGA and ASIC

Y Hu, Y Liu, Z Liu - 2022 14th International Conference on …, 2022 - ieeexplore.ieee.org
… [7] proposed a processor named Deep Learning Accelerator Unit (DLAU), which utilized tile
… computing unit when implementing neuron networks. The innovative point of DLAU is the …

Efficient hardware architectures for accelerating deep neural networks: Survey

P Dhilleswararao, S Boppu, MS Manikandan… - IEEE …, 2022 - ieeexplore.ieee.org
… research trends in FPGA, ASIC, and GPU-based accelerators for … based machine learning
processors and embedded edge AI … DLAU utilizes the tiling technique to produce a scalable