Publication

• F. Karimzadeh, N. Cao, B. Crafton, J. Romberg, and A. Raychowdhury, “A Hardware-Friendly Approach Towards Sparse Neural Networks Based on LFSR-Generated Pseudo-Random Sequences,” IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 68, no. 2, pp. 751–764, Feb. 2021, doi: 10.1109/TCSI.2020.3037028.
• M. Gong, N. Cao, M. Chang, and A. Raychowdhury,“A 65nm Thermometer-Encoded Time/Charge-Based Compute-in-Memory Neural Network Accelerator at 0.735pJ/MAC and 0.41pJ/Update,” IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 68, no. 4, pp. 1408–1412, Apr. 2021, doi: 10.1109/TCSII.2020.3027801.
• F. Karimzadeh, N. Cao, B. Crafton, J. Romberg, and A. Raychowdhury, “Hardware-Aware Pruning of DNNs using LFSR-Generated Pseudo-Random Indices,” in 2020 IEEE International Symposium on Circuits and Systems (ISCAS), Oct. 2020, pp. 1–5. doi: 10.1109/ISCAS45731.2020.9181101.
• N. Cao, “Circuit and algorithm design to enable edge intelligence,” Jul. 2020, Accessed: Jul. 05, 2021. [Online]. Available: https://smartech.gatech.edu/handle/1853/63653
• I. Yoon, N. Cao, A. Amaravati, and A. Raychowdhury, “A 55nm 50nJ/encode 13nJ/decode Homomorphic Encryption Crypto-Engine for IoT Nodes to Enable Secure Computation on Encrypted Data,” in 2019 IEEE Custom Integrated Circuits Conference (CICC), Apr. 2019, pp. 1–4. doi: 10.1109/CICC.2019.8780277.
• B. Chatterjee, S. Sen, N. Cao, and A. Raychowdhury, “Context-Aware Intelligence in Resource-Constrained IoT Nodes: Opportunities and Challenges,” IEEE Design & Test, vol. 36, no. 2, pp. 7–40, 2019.
• N. Cao, M. Chang, and A. Raychowdhury, “14.1 A 65nm 1.1-to-9.1 TOPS/W Hybrid-Digital-Mixed-Signal Computing Platform for Accelerating Model-Based and Model-Free Swarm Robotics,” 2019, pp. 222–224.
• N. Cao, M. Chang, and A. Raychowdhury, “A 65-nm 8-to-3-b 1.0-0.36-V 9.1-1.1-TOPS/W Hybrid-Digital-Mixed-Signal Computing Platform for Accelerating Swarm Robotics,” IEEE Journal of Solid-State Circuits, pp. 1–11, 2019, doi: 10.1109/JSSC.2019.2935533.
• N. Cao, J. Ting, S. Sen, and A. Raychowdhury, “Smart sensing for hvac control: Collaborative intelligence in optical and ir cameras,” IEEE Transactions on Industrial Electronics, vol. 65, no. 12, pp. 9785–9794, 2018.
• N. Cao, S. Sen, and A. Raychowdhury, “Collaborative intelligence in optical/IR camera based wireless sensor nodes for HVAC control,” 2017, pp. 1–3.
• N. Cao, S. B. Nasir, S. Sen, and A. Raychowdhury, “Self-optimizing IoT wireless video sensor node with in-situ data analytics and context-driven energy-aware real-time adaptation,” IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 64, no. 9, pp. 2470–2480, 2017.
• N. Cao, S. B. Nasir, S. Sen, and A. Raychowdhury, “In-sensor analytics and energy-aware self-optimization in a wireless sensor node,” 2017, pp. 200–203.
• A. Anvesha, S. Xu, N. Cao, J. Romberg, and A. Raychowdhury, “A light-powered smart camera with compressed domain gesture detection,” IEEE Transactions on Circuits and Systems for Video Technology, pp. 1–1, 2017.
• A. Anvesha, S. Xu, N. Cao, J. Romberg, and A. Raychowdhury, “A light-powered, always-on, smart camera with compressed domain gesture detection,” 2016, pp. 118–123.