Search Results for author: Nitin Chandrachoodan

Found 2 papers, 0 papers with code

ViTA: A Vision Transformer Inference Accelerator for Edge Applications

no code implementations17 Feb 2023 Shashank Nag, Gourav Datta, Souvik Kundu, Nitin Chandrachoodan, Peter A. Beerel

Vision Transformer models, such as ViT, Swin Transformer, and Transformer-in-Transformer, have recently gained significant traction in computer vision tasks due to their ability to capture the global relation between features which leads to superior performance.

Edge-computing

Probabilistic spike propagation for FPGA implementation of spiking neural networks

no code implementations7 Jan 2020 Abinand Nallathambi, Nitin Chandrachoodan

Evaluation of spiking neural networks requires fetching a large number of synaptic weights to update postsynaptic neurons.

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