Gourav Datta

Spike-Thrift: Towards Energy-Efficient Deep Spiking Neural Networks by Limiting Spiking Activity via Attention-Guided Compression

Souvik Kundu, Gourav Datta, Massoud Pedram et al. · 2021 · 112 citations

Spiking Activity, Engineering, Machine Learning +19

ViTA: A Vision Transformer Inference Accelerator for Edge Applications

Shashank Nag, Gourav Datta, Souvik Kundu et al. · 2023 · 44 citations

Engineering, Machine Learning, Hardware Algorithm +17

Can Deep Neural Networks be Converted to Ultra Low-Latency Spiking Neural Networks?

Gourav Datta, Peter A. Beerel · 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) · 2022 · 36 citations

Convolutional Neural Network, Ultra Low Latency, Engineering +23

A processing-in-pixel-in-memory paradigm for resource-constrained TinyML applications

Gourav Datta, Souvik Kundu, Zihan Yin et al. · Scientific Reports · 2022 · 35 citations · Full text

ACE-SNN: Algorithm-Hardware Co-design of Energy-Efficient & Low-Latency Deep Spiking Neural Networks for 3D Image Recognition

Gourav Datta, Souvik Kundu, Akhilesh Jaiswal et al. · Frontiers in Neuroscience · 2022 · 28 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22