Amogh Agrawal

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 31

Top Topics

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

IEEE Trans. Very Large Scale Integr. Syst.

Publications

Adarsh Kosta, Efstathia Soufleri, Indranil Chakraborty, Amogh Agrawal, Aayush Ankit, Kaushik Roy
HyperX: A Hybrid RRAM-SRAM partitioned system for error recovery in memristive Xbars. DATE (2022)
Nitin Rathi, Amogh Agrawal, Chankyu Lee, Adarsh Kumar Kosta, Kaushik Roy
Exploring Spike-Based Learning for Neuromorphic Computing: Prospects and Perspectives. DATE (2021)
Tanvi Sharma, Cheng Wang, Amogh Agrawal, Kaushik Roy
Enabling Robust SOT-MTJ Crossbars for Machine Learning using Sparsity-Aware Device-Circuit Co-design. ISLPED (2021)
Amogh Agrawal, Mustafa Fayez Ali, Minsuk Koo, Nitin Rathi, Akhilesh Jaiswal, Kaushik Roy
IMPULSE: A 65nm Digital Compute-in-Memory Macro with Fused Weights and Membrane Potential for Spike-based Sequential Learning Tasks. CoRR (2021)
Amogh Agrawal, Deboleena Roy, Utkarsh Saxena, Kaushik Roy
Embracing Stochasticity to Enable Neuromorphic Computing at the Edge. IEEE Des. Test 38 (6) (2021)
Amogh Agrawal, Cheng Wang, Tanvi Sharma, Kaushik Roy
Magnetoresistive Circuits and Systems: Embedded Non-Volatile Memory to Crossbar Arrays. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (6) (2021)
Amogh Agrawal, Indranil Chakraborty, Deboleena Roy, Utkarsh Saxena, Saima Sharmin, Minsuk Koo, Yong Shim, Gopalakrishnan Srinivasan, Chamika M. Liyanagedera, Abhronil Sengupta, Kaushik Roy
Revisiting Stochastic Computing in the Era of Nanoscale Nonvolatile Technologies. IEEE Trans. Very Large Scale Integr. Syst. 28 (12) (2020)
Kaushik Roy, Indranil Chakraborty, Mustafa Fayez Ali, Aayush Ankit, Amogh Agrawal
In-Memory Computing in Emerging Memory Technologies for Machine Learning: An Overview. DAC (2020)
Amogh Agrawal, Adarsh Kosta, Sangamesh Kodge, Dong Eun Kim, Kaushik Roy
CASH-RAM: Enabling In-Memory Computations for Edge Inference Using Charge Accumulation and Sharing in Standard 8T-SRAM Arrays. IEEE J. Emerg. Sel. Topics Circuits Syst. 10 (3) (2020)
Mustafa Fayez Ali, Akhilesh Jaiswal, Sangamesh Kodge, Amogh Agrawal, Indranil Chakraborty, Kaushik Roy
IMAC: In-memory multi-bit Multiplication andACcumulation in 6T SRAM Array. CoRR (2020)
Indranil Chakraborty, Mustafa Fayez Ali, Aayush Ankit, Shubham Jain, Sourjya Roy, Shrihari Sridharan, Amogh Agrawal, Anand Raghunathan, Kaushik Roy
Resistive Crossbars as Approximate Hardware Building Blocks for Machine Learning: Opportunities and Challenges. Proc. IEEE 108 (12) (2020)
Amogh Agrawal, Adarsh Kosta, Sangamesh Kodge, Dong Eun Kim, Kaushik Roy
Erratum to "CASH-RAM: Enabling In-Memory Computations for Edge Inference Using Charge Accumulation and Sharing in Standard 8T-SRAM Arrays". IEEE J. Emerg. Sel. Topics Circuits Syst. 10 (4) (2020)
Akhilesh Jaiswal, Amogh Agrawal, Mustafa Fayez Ali, Saima Sharmin, Kaushik Roy
i-SRAM: Interleaved Wordlines for Vector Boolean Operations Using SRAMs. IEEE Trans. Circuits Syst. (12) (2020)
Akhilesh Jaiswal, Robert Andrawis, Amogh Agrawal, Kaushik Roy
Functional Read Enabling In-Memory Computations in 1Transistor - 1Resistor Memory Arrays. IEEE Trans. Circuits Syst. (12) (2020)
Aayush Ankit, Indranil Chakraborty, Amogh Agrawal, Mustafa Fayez Ali, Kaushik Roy
Circuits and Architectures for In-Memory Computing-Based Machine Learning Accelerators. IEEE Micro 40 (6) (2020)
Mustafa Fayez Ali, Amogh Agrawal, Kaushik Roy
RAMANN: in-SRAM differentiable memory computations for memory-augmented neural networks. ISLPED (2020)
Mustafa Fayez Ali, Akhilesh Jaiswal, Sangamesh Kodge, Amogh Agrawal, Indranil Chakraborty, Kaushik Roy
IMAC: In-Memory Multi-Bit Multiplication and ACcumulation in 6T SRAM Array. IEEE Trans. Circuits Syst. I Regul. Pap. (8) (2020)
Akhilesh Jaiswal, Amogh Agrawal, Indranil Chakraborty, Mustafa Fayez Ali, Kaushik Roy
Digital and Analog-Mixed-Signal In-Memory Processing in CMOS SRAM. ACM Great Lakes Symposium on VLSI (2019)
Akhilesh Jaiswal, Amogh Agrawal, Indranil Chakraborty, Deboleena Roy, Kaushik Roy
On Robustness of Spin-Orbit-Torque Based Stochastic Sigmoid Neurons for Spiking Neural Networks. IJCNN (2019)
Akhilesh Jaiswal, Indranil Chakraborty, Amogh Agrawal, Kaushik Roy
8T SRAM Cell as a Multibit Dot-Product Engine for Beyond Von Neumann Computing. IEEE Trans. Very Large Scale Integr. Syst. 27 (11) (2019)
Amogh Agrawal, Aayush Ankit, Kaushik Roy
SPARE: Spiking Neural Network Acceleration Using ROM-Embedded RAMs as In-Memory-Computation Primitives. IEEE Trans. Computers 68 (8) (2019)
Amogh Agrawal, Chankyu Lee, Kaushik Roy
X-CHANGR: Changing Memristive Crossbar Mapping for Mitigating Line-Resistance Induced Accuracy Degradation in Deep Neural Networks. CoRR (2019)
Amogh Agrawal, Akhilesh Jaiswal, Deboleena Roy, Bing Han, Gopalakrishnan Srinivasan, Aayush Ankit, Kaushik Roy
Xcel-RAM: Accelerating Binary Neural Networks in High-Throughput SRAM Compute Arrays. IEEE Trans. Circuits Syst. I Regul. Pap. (8) (2019)
Amogh Agrawal, Kaushik Roy
RECache: ROM-Embedded 8-Transistor SRAM Caches for Efficient Neural Computing. SiPS (2018)
Akhilesh Jaiswal, Indranil Chakraborty, Amogh Agrawal, Kaushik Roy
8T SRAM Cell as a Multi-bit Dot Product Engine for Beyond von-Neumann Computing. CoRR (2018)
Amogh Agrawal, Akhilesh Jaiswal, Chankyu Lee, Kaushik Roy
X-SRAM: Enabling In-Memory Boolean Computations in CMOS Static Random Access Memories. IEEE Trans. Circuits Syst. I Regul. Pap. (12) (2018)
Indranil Chakraborty, Amogh Agrawal, Kaushik Roy
Proposal for a Low Voltage Analog-to-Digital Converter using Voltage Controlled Stochastic Switching of Low Barrier Nanomagnets. CoRR (2018)
Amogh Agrawal, Akhilesh Jaiswal, Bing Han, Gopalakrishnan Srinivasan, Kaushik Roy
Xcel-RAM: Accelerating Binary Neural Networks in High-Throughput SRAM Compute Arrays. CoRR (2018)
Amogh Agrawal, Aayush Ankit, Kaushik Roy
SPARE: Spiking Networks Acceleration Using CMOS ROM-Embedded RAM as an In-Memory-Computation Primitive. CoRR (2017)
Akhilesh Jaiswal, Amogh Agrawal, Kaushik Roy
Proposal for a Leaky Integrate Fire Spiking Neuron Using Voltage Driven Domain Wall Motion. CoRR (2017)
Amogh Agrawal, Akhilesh Jaiswal, Kaushik Roy
X-SRAM: Enabling In-Memory Boolean Computations in CMOS Static Random Access Memories. CoRR (2017)
Niranjan Kumar, Amogh Agrawal, Sujay Deb
Cuffless BP measurement using a correlation study of pulse transient time and heart rate. ICACCI (2014)