Towards Intelligent Intra-cortical BMI (i2BMI):Low-power Neuromorphic Decoders that outperform Kalman Filters S Shaikh, R So, T Sibindi, C Libedinsky, A Basu bioRxiv, 2019 | 24 | 2019 |
Sparse ensemble machine learning to improve robustness of long-term decoding in iBMIs S Shaikh, R So, T Sibindi, C Libedinsky, A Basu IEEE Transactions on Neural Systems and Rehabilitation Engineering 28 (2 …, 2019 | 10 | 2019 |
Real-time closed loop neural decoding on a neuromorphic chip S Shaikh, R So, T Sibindi, C Libedinsky, A Basu 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 670-673, 2019 | 9 | 2019 |
Decoding movement direction from cortical microelectrode recordings using an LSTM-based neural network B Premchand, KK Toe, C Wang, S Shaikh, C Libedinsky, KK Ang, RQ So 2020 42nd Annual International Conference of the IEEE Engineering in …, 2020 | 7 | 2020 |
Cortical motor intention decoding on an analog co-processor with fast training for non-stationary data S Shaikh, C Yi, A Basu, R So 2017 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2017 | 7 | 2017 |
Intelligent intracortical brain-machine interfaces: Next generation of scalable neural interfaces S Shaikh, A Basu Handbook of Biochips: Integrated Circuits and Systems for Biology and …, 2022 | 5 | 2022 |
Experimental comparison of hardware-amenable spike detection algorithms for ibmis S Shaikh, R So, C Libedinsky, A Basu 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 754-757, 2019 | 4 | 2019 |
Towards autonomous intra-cortical brain machine interfaces: Applying bandit algorithms for online reinforcement learning S Shaikh, R So, T Sibindi, C Libedinsky, A Basu 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020 | 3 | 2020 |
Lightweight reinforcement algorithms for autonomous, scalable intra-cortical brain machine interfaces S Shaikh, R So, T Sibindi, C Libedinsky, A Basu bioRxiv, 2020.12. 08.416131, 2020 | 2 | 2020 |
Low-power machine learners for implantable decoding SD Shaikh Nanyang Technological University, 2021 | | 2021 |
Multi-standard transmitter architecture with digital upconvert stage and gallium nitride (GAN) amplifier circuit M Sanduleanu, S Shaikh US Patent 10,455,529, 2019 | | 2019 |