| 2025 | IJCNN | Always-Sparse Training by Growing Connections with Guided Stochastic Exploration. | Mike Heddes, Narayan Srinivasa, Tony Givargis, Alex Nicolau |
| 2025 | WACV | Hyperdimensional Representation for Adaptive Information Association and Memorization. | Zhuowen Zou, Prathyush Poduval, Narayan Srinivasa, Mohsen Imani |
| 2023 | DAC | Comprehensive Integration of Hyperdimensional Computing with Deep Learning towards Neuro-Symbolic AI. | Hyunsei Lee, Jiseung Kim, Hanning Chen, Ariela Zeira, Narayan Srinivasa, Mohsen Imani, Yeseong Kim |
| 2023 | ICCAD | Invited Paper: Hyperdimensional Computing for Resilient Edge Learning. | Hamza Errahmouni Barkam, SungHeon Evan Jeong, Sanggeon Yun, Calvin Yeung, Zhuowen Zou, Xun Jiao, Narayan Srinivasa, Mohsen Imani |
| 2017 | ISCAS | Implications of a spontaneously active ground state for computing with brain-inspired circuits. | Narayan Srinivasa |
| 2013 | IJCNN | A spiking thalamus model for form and motion processing of images. | Suhas E. Chelian, Narayan Srinivasa |
| 2008 | ICNC | High-Impact Event Prediction by Temporal Data Mining through Genetic Algorithms. | Narayan Srinivasa, Qin Jiang, Leandro G. Barajas |
| 2007 | IJCNN | A Self-Organizing Neural Model for Fault-Tolerant Control of Redundant Robots. | Narayan Srinivasa, Stephen Grossberg |
| 2004 | CVPR | Classifier Swarms for Human Detection in Infrared Imagery. | Yuri Owechko, Swarup Medasani, Narayan Srinivasa |
| 2004 | IJCNN | Active learning system for object fingerprinting. | Swarup Medasani, Narayan Srinivasa, Yuri Owechko |
| 1998 | ACCV | Learning Multiscale Image Models of 2D Object Classes. | Benoit Perrin, Narendra Ahuja, Narayan Srinivasa |
| 1998 | ACCV | A Learning Approach to Fixating on 3D Targets with Active Cameras. | Narayan Srinivasa, Narendra Ahuja |
| 1997 | IROS | On planning immobilizing grasps for a reconfigurable gripper. | Attawith Sudsang, Narayan Srinivasa, Jean Ponce |
| 1996 | ICRA | A framework for robot control with active vision using a neural network based spatial representation. | Rajeev Sharma, Narayan Srinivasa |