Abinash Mohanty

Throughput-Optimized OpenCL-based FPGA Accelerator for Large-Scale Convolutional Neural Networks

Naveen Suda, Vikas Chandra, Ganesh Dasika et al. · 2016 · 548 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Parallel Architecture With Resistive Crosspoint Array for Dictionary Learning Acceleration

Deepak Kadetotad, Zihan Xu, Abinash Mohanty et al. · IEEE Journal on Emerging and Selected Topics in Circuits and Systems · 2015 · 61 citations

Engineering, Machine Learning, Computer Architecture +18

Technology-design Co-optimization of Resistive Cross-point Array for Accelerating Learning Algorithms on Chip

Pai-Yu Chen, Deepak Kadetotad, Zihan Xu et al. · Design, Automation & Test in Europe Conference & Exhibition (DATE), 2015 · 2015 · 58 citations

Engineering, Machine Learning, Vlsi Design +22

Technology-design co-optimization of resistive cross-point array for accelerating learning algorithms on chip

Pai-Yu Chen, Deepak Kadetotad, Zihan Xu et al. · Design, Automation, and Test in Europe · 2015 · 50 citations

Engineering, Machine Learning, Hardware Algorithm +17

Accurate Inference With Inaccurate RRAM Devices: A Joint Algorithm-Design Solution

Gouranga Charan, Abinash Mohanty, Xiaocong Du et al. · IEEE Journal on Exploratory Solid-State Computational Devices and Circuits · 2020 · 41 citations · Full text

Engineering, Machine Learning, Computer Architecture +17