An ASIP for image enhancement applications in spatial domain using LISA. - Anup Sarma; Soubhagya Sutar; Vijay Kumar Sharma; Kamala Kanta Mahapatra (ReTIS, 2011)

A Learning-Guided Hierarchical Approach for Biomedical Image Segmentation. - Huaipan Jiang; Anup Sarma; Jihyun Ryoo; Jagadish B. Kotra; Meena Arunachalam; Chita R. Das; Mahmut T. Kandemir (SoCC, 2018)

CASH: compiler assisted hardware design for improving DRAM energy efficiency in CNN inference. - Anup Sarma; Huaipan Jiang; Ashutosh Pattnaik; Jagadish Kotra; Mahmut Taylan Kandemir; Chita R. Das (MEMSYS, 2019)

NEBULA: A Neuromorphic Spin-Based Ultra-Low Power Architecture for SNNs and ANNs. - Sonali Singh; Anup Sarma; Nicholas Jao; Ashutosh Pattnaik; Sen Lu; Kezhou Yang; Abhronil Sengupta; Vijaykrishnan Narayanan; Chita R. Das (ISCA, 2020)

Guiding Conventional Protein-Ligand Docking Software with Convolutional Neural Networks. - Huaipan Jiang; Mengran Fan; Jian Wang 094; Anup Sarma; Shruti Mohanty; Nikolay V. Dokholyan; Mehrdad Mahdavi; Mahmut T. Kandemir (J. Chem. Inf. Model., 2020)

Morphable Convolutional Neural Network for Biomedical Image Segmentation. - Huaipan Jiang; Anup Sarma; Mengran Fan; Jihyun Ryoo; Meenakshi Arunachalam; Sharada Naveen; Mahmut T. Kandemir (DATE, 2021)

Gesture-SNN: Co-optimizing accuracy, latency and energy of SNNs for neuromorphic vision sensors. - Sonali Singh; Anup Sarma; Sen Lu; Abhronil Sengupta; Vijaykrishnan Narayanan; Chita R. Das (ISLPED, 2021)

Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training. - Anup Sarma; Sonali Singh; Huaipan Jiang; Rui Zhang 037; Mahmut T. Kandemir; Chita R. Das (NeurIPS, 2021)

Exploiting Activation based Gradient Output Sparsity to Accelerate Backpropagation in CNNs. - Anup Sarma; Sonali Singh; Huaipan Jiang; Ashutosh Pattnaik; Asit K. Mishra; Vijaykrishnan Narayanan; Mahmut T. Kandemir; Chita R. Das (CoRR, 2021)

Skipper: Enabling efficient SNN training through activation-checkpointing and time-skipping. - Sonali Singh; Anup Sarma; Sen Lu; Abhronil Sengupta; Mahmut T. Kandemir; Emre Neftci; Vijaykrishnan Narayanan; Chita R. Das (MICRO, 2022)

Predicting Protein-Ligand Docking Structure with Graph Neural Network. - Huaipan Jiang; Jian Wang 094; Weilin Cong; Yihe Huang; Morteza Ramezani; Anup Sarma; Nikolay V. Dokholyan; Mehrdad Mahdavi; Mahmut T. Kandemir (J. Chem. Inf. Model., 2022)