Publications

Granted Patents

1. V. Rangan, W. H. CONSTABLE, X. Wang, and M. RASTOGI, “Event-based down sampling,” US9883122 B2, 2018. [Link]

2. X. Wang, M. Rastogi, V. Rangan, and W. H. Constable, “Event-based spatial transformation,” US9846677B2, 2017. [Link]

3. J. Kan, M. Rastogi, K. Lee, and S. H. Kang, “Comparator including a magnetic tunnel junction (MTJ) device and a transistor,” US9813049B2, 2017. [Link]

4. Wang, X., Constable, W.H., Rangan, V. and Rastogi, M., Qualcomm Inc, 2018. Interfacing an event based system with a frame based processing system. U.S. Patent 10,147,024. [Link]

5. Xin Wang, Young Cheul Yoon, Manu Rastogi, Event-driven temporal convolution for asynchronous pulse-modulated sampled signals, US 11,551,076 B2 [Link]

6. M Anthony Lewis, Iyer Amalendu, Manu Rastogi, System and method for disambiguation of Internet-of-Things devices, US 2020/0106632 A1, [Link]

7. Cammarota, Rosario; Rastogi, Manu, "Multiply-accumulate (mac) operations for convolutional neural networks" [Link]

8. Rosario Cammarota, Michael Goldfarb, Manu Rastogi, Sarang Ozarde, "Optimizing performance of recurrent neural networks",[Link]

Patent Applications

1. Cammarota R, Rastogi M, inventors; Qualcomm Inc, assignee. Recurrent neural network model compaction. United States patent application US 15/956,696. 2019 Oct 24.

2. Rastogi M, Athreya Sudan M, inventors; Hewlett-Packard Development Company, L.P. Keyword detections based on events generated from audio signals. United States patent application US2019/056638. 2021 Apr 22.

3. Amelendu Iyer, Manu Rastogi, Madhu Sudan Athreya, Machine learning model training [Link]

4. Madhu Sudan Athreya, Manu Rastogi, M Anthony Lewis, Thomas da Silva Paula, Controlling machine learning model structures, [Link]

5. Manu RASTOGI, Madhu Sudan ATHREYA, M Anthony Lewis, Event-based thermal camera system, [Link]

6. Srikanth KUTHURU, Madhu Sudan ATHREYA, Manu RASTOGI, Mithra VANKIPURAMM, Anthony Lewis, User authentication using event cameras, [Link]

7. Manu RASTOGI, Amalendu IYER, Madhu Athreya, Srikanth KUTHURU, Latent representation scrambler and generative network adjustments [Link]

8. Amalendu IYER, Manu RASTOGI, Mithra VANKIPURAM, Srikanth KUTHURU, Event detections for noise cancelling headphones [Link]

Theses/Reports

• Manu Rastogi. Design Optimizations of Spiking Hardware Neurons.Ph.D Thesis, University of Florida, 2012[link] 

• Manu Rastogi An ECG analysis System. B.Tech Thesis, Dhirubhai Ambani Institute of Information and Communication Technology (DA-IICT), Gandhinagar, Gujarat, India, 2005. (Download)

Peer-Reviewed Conferences

• Manu Rastogi , Vaibhav Garg, John G. Harris. Low power integrate and fire circuit for data conversion. In: 2009 IEEE International Symposium on Circuits and Systems. IEEE; 2009:2669-2672. [link]

• Sheng Feng Yen, Jie Xu, Manu Rastogi , et al. An integrated recording system using an asynchronous pulse representation. In: 2009 4th International IEEE/EMBS Conference on Neural Engineering. IEEE; 2009:399-402. [link] .

• Sheng Feng Yen, Jie Xu, Manu Rastogi, et al. A biphasic integrate-and-fire system. In: 2009 IEEE International Symposium on Circuits and Systems. IEEE; 2009:657-660. [link]

• John G. Harris , Manu Rastogi , Alexander Singh-Alvarado , et al. Real time signal reconstruction from spikes on a digital signal processor. In: 2008 IEEE International Symposium on Circuits and Systems. IEEE; 2008:1060-1063. [link]

• Manu Rastogi , Dipankar Nagchoudhuri , Chetan Parikh. Quadratic Phase Coupling in ECG Signals. In: 2005 Asian Conference on Sensors and the International Conference on New Techniques in Pharmaceutical and Biomedical Research. IEEE; 2005:74-77. [link].

• Manu Rastogi, Alexander Singh Alvarado , John G. Harris , JC Principe . Integrate and Fire Circuit as an ADC replacement. In: 2011 IEEE International Symposium on Circuits and Systems. [link]  Best Paper Award given by the Neural Systems and Applications Technical Committee (NSATC)

• Alexander Singh Alvarado, Manu Rastogi, John G. Harris, JC Principe. The Integrate-and-Fire Sampler: A Special Type of Asynchronous Σ - Δ Modulator. In: 2011 IEEE International Symposium on Circuits and Systems [link]

Presentations

• Quadratic Phase Coupling in ECG signals for detection of Arrhythmia at Sensors and the International Conference on new Techniques in Pharmaceutical and Biomedical Research, Organized by IEEE and Mara University of Technology, Malaysia 2005. [pdf]

• Real time signal reconstruction from spikes on a digital signal processor, IEEE International Symposium on Circuits and Systems, Seattle, 2008.  [pdf]

• I&F Circuit for speech encoding. Presented to the panel on NSF-Partnership for Innovation Program headed by University of Florida, Dean College of Engineering, 2008.  

• Low Power Integrate and Fire Circuit for Data Conversion, IEEE International Symposium on Circuits and Systems, Taiwan, 2009.  

• Low Power circuits and models for asynchronous pulse representation of Continuous signals. Circuit Modeling Group, Intel Design and Technology Solutions Organization, Portland, Oregon, 2011. 

• The Integrate-and-Fire Sampler: a Special Type of Asynchronous Sigma-Delta Modulator, IEEE International Symposium on Circuits and Systems, Brazil, 2011. 

• The Integrate-and-Fire Circuit as an ADC replacement, IEEE International Symposium on Circuits and Systems, Brazil, 2011. [pdf]

• Design Optimizations for Spiking Hardware Neurons, ASIC Design, Corporate R&D, Qualcomm Research, San Diego, 2011  [pdf]

• Invited Tutorial on Power Reduction Techniques for Mobile Chips at IEEE SOI-3D-Subthreshold Microelectronics Technology Unified Conference. 

• Tutorial on Micro-Kernel Optimizations, TinyML, 2020, "https://www.youtube.com/watch?v=7MXlo3i1CqQ"