Prabodh Katti

According to our database, Prabodh Katti authored at least 9 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Bayes2IMC: In-Memory Computing for Bayesian Binary Neural Networks.

Prabodh Katti, Clement Ruah, Osvaldo Simeone, Bashir M. Al-Hashimi, Bipin Rajendran

CoRR, 2024

Sparsity-Aware Optimization of In-Memory Bayesian Binary Neural Network Accelerators.

Prabodh Katti, Bashir M. Al-Hashimi, Bipin Rajendran

CoRR, 2024

Xpikeformer: Hybrid Analog-Digital Hardware Acceleration for Spiking Transformers.

Zihang Song, Prabodh Katti, Osvaldo Simeone, Bipin Rajendran

CoRR, 2024

Baseline Drift Tolerant Signal Encoding for ECG Classification with Deep Learning.

Robert O. Shea, Prabodh Katti, Bipin Rajendran

CoRR, 2024

Hardware-Software Co-optimised Fast and Accurate Deep Reconfigurable Spiking Inference Accelerator Architecture Design Methodology.

Anagha Nimbekar, Prabodh Katti, Chen Li, Bashir M. Al-Hashimi, Amit Acharyya, Bipin Rajendran

Proceedings of the 37th IEEE International System-on-Chip Conference, 2024

Bayesian Inference Accelerator for Spiking Neural Networks.

Prabodh Katti, Anagha Nimbekar, Chen Li, Amit Acharyya, Bashir M. Al-Hashimi, Bipin Rajendran

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

Baseline Drift Tolerant Signal Encoding for ECG Classification with Deep Learning.

Robert O'Shea, Prabodh Katti, Bipin Rajendran

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Stochastic Spiking Attention: Accelerating Attention with Stochastic Computing in Spiking Networks.

Zihang Song, Prabodh Katti, Osvaldo Simeone, Bipin Rajendran

Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

2023

Bayesian Inference on Binary Spiking Networks Leveraging Nanoscale Device Stochasticity.

Prabodh Katti, Nicolas Skatchkovsky, Osvaldo Simeone, Bipin Rajendran, Bashir M. Al-Hashimi

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023