Prabodh Katti

17 papers C 3Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Bayes2IMC: In-Memory Computing for Bayesian Binary Neural Networks.
IEEE Trans. Circuits Syst. I Regul. Pap.
Prabodh Katti, Clement Ruah, Osvaldo Simeone, Bashir M. Al-Hashimi, Bipin Rajendran
2025 J jnl
On-Device Fine-Tuning via Backprop-Free Zeroth-Order Optimization.
CoRR
Prabodh Katti, Sangwoo Park, Bipin Rajendran, Osvaldo Simeone
2025 C conf
Sparsity-Aware Optimization of In-Memory Bayesian Binary Neural Network Accelerators.
ISCAS
Prabodh Katti, Bashir M. Al-Hashimi, Bipin Rajendran
2025 J jnl
Xpikeformer: Hybrid Analog-Digital Hardware Acceleration for Spiking Transformers.
IEEE Trans. Very Large Scale Integr. Syst.
Zihang Song, Prabodh Katti, Osvaldo Simeone, Bipin Rajendran
2024 — conf
Baseline Drift Tolerant Signal Encoding for ECG Classification with Deep Learning.
EMBC
Robert O'Shea, Prabodh Katti, Bipin Rajendran
2024 J jnl
Baseline Drift Tolerant Signal Encoding for ECG Classification with Deep Learning.
CoRR
Robert O. Shea, Prabodh Katti, Bipin Rajendran
2024 J jnl
Bayes2IMC: In-Memory Computing for Bayesian Binary Neural Networks.
CoRR
Prabodh Katti, Clement Ruah, Osvaldo Simeone, Bashir M. Al-Hashimi, Bipin Rajendran
2024 C conf
Bayesian Inference Accelerator for Spiking Neural Networks.
ISCAS
Prabodh Katti, Anagha Nimbekar, Chen Li, Amit Acharyya, Bashir M. Al-Hashimi, Bipin Rajendran
2024 J jnl
Bayesian Inference Accelerator for Spiking Neural Networks.
CoRR
Prabodh Katti, Anagha Nimbekar, Chen Li, Amit Acharyya, Bashir M. Al-Hashimi, Bipin Rajendran
2024 — conf
Hardware-Software Co-optimised Fast and Accurate Deep Reconfigurable Spiking Inference Accelerator Architecture Design Methodology.
SOCC
Anagha Nimbekar, Prabodh Katti, Chen Li, Bashir M. Al-Hashimi, Amit Acharyya, Bipin Rajendran
2024 J jnl
Hardware-Software Co-optimised Fast and Accurate Deep Reconfigurable Spiking Inference Accelerator Architecture Design Methodology.
CoRR
Anagha Nimbekar, Prabodh Katti, Chen Li, Bashir M. Al-Hashimi, Amit Acharyya, Bipin Rajendran
2024 J jnl
Sparsity-Aware Optimization of In-Memory Bayesian Binary Neural Network Accelerators.
CoRR
Prabodh Katti, Bashir M. Al-Hashimi, Bipin Rajendran
2024 — conf
Stochastic Spiking Attention: Accelerating Attention with Stochastic Computing in Spiking Networks.
AICAS
Zihang Song, Prabodh Katti, Osvaldo Simeone, Bipin Rajendran
2024 J jnl
Stochastic Spiking Attention: Accelerating Attention with Stochastic Computing in Spiking Networks.
CoRR
Zihang Song, Prabodh Katti, Osvaldo Simeone, Bipin Rajendran
2024 J jnl
Xpikeformer: Hybrid Analog-Digital Hardware Acceleration for Spiking Transformers.
CoRR
Zihang Song, Prabodh Katti, Osvaldo Simeone, Bipin Rajendran
2023 C conf
Bayesian Inference on Binary Spiking Networks Leveraging Nanoscale Device Stochasticity.
ISCAS
Prabodh Katti, Nicolas Skatchkovsky, Osvaldo Simeone, Bipin Rajendran, Bashir M. Al-Hashimi
2023 J jnl
Bayesian Inference on Binary Spiking Networks Leveraging Nanoscale Device Stochasticity.
CoRR
Prabodh Katti, Nicolas Skatchkovsky, Osvaldo Simeone, Bipin Rajendran, Bashir M. Al-Hashimi