A novel method to regenerate an optimal CNN by exploiting redundancy patterns in the network. - Sirish Kumar Pasupuleti; Narasinga Rao Miniskar; Vasanthakumar Rajagopal; Raj Narayana Gadde (ICIP, 2017)

An Intelligent Bandwidth Manager for CNN Applications on Embedded Devices. - Sirish Kumar Pasupuleti; Aishwarya Rajaram; Narasinga Rao Miniskar; Raj Narayana Gadde; Deepanshu Yadvandu; Vasanthakumar Rajagopal; Ashok Vishnoi; Chandra Kumar Ramasamy (ICIP, 2018)

Accurate and Efficient Fixed Point Inference for Deep Neural Networks. - Vasanthakumar Rajagopal; Chandra Kumar Ramasamy; Ashok Vishnoi; Raj Narayana Gadde; Narasinga Rao Miniskar; Sirish Kumar Pasupuleti (ICIP, 2018)

Optimal SDRAM Buffer Allocator for Efficient Reuse of Layer IO in CNNs Inference Framework. - Narasinga Rao Miniskar; Sirish Kumar Pasupuleti; Vasanthakumar Rajagopal; Ashok Vishnoi; Chandra Kumar Ramasamy; Raj Narayana Gadde (ISCAS, 2018)

Low Complex & High Accuracy Computation Approximations to Enable On-Device RNN Applications. - Sirish Kumar Pasupuleti; Raj Narayana Gadde; Vasanthakumar Rajagopal; Ashok Vishnoi; N. Chandra Sekhar; R. Chandra Kumar; Narasinga Rao Miniskar (ISCAS, 2019)