Hritom Das

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 25

Top Topics

Mathematical Models

Energy Efficiency

Spiking Neural Networks

Synaptic Plasticity

Top Venues

ACM Great Lakes Symposium on VLSI

IEEE Trans. Very Large Scale Integr. Syst.

Publications

SNB Tushar, Hritom Das, Garrett S. Rose
HfO2-Based Synaptic Spiking Neural Network Evaluation to Optimize Design and Testing Cost. ISCAS (2024)
Nishith N. Chakraborty, Shelah Ameli, Hritom Das, Catherine D. Schuman, Garrett S. Rose
Hardware software co-design for leveraging STDP in a memristive neuroprocessor. Neuromorph. Comput. Eng. 4 (2) (2024)
Jianqing Liu, Na Gong, Hritom Das
Two Birds with One Stone: Differential Privacy by Low-power SRAM Memory. CoRR (2024)
Catherine D. Schuman, Hritom Das, James S. Plank, Ahmedullah Aziz, Garrett S. Rose
Evaluating Neuron Models through Application-Hardware Co-Design. ACSSC (2023)
Hritom Das, Nishith N. Chakraborty, Catherine D. Schuman, Garrett S. Rose
Enhanced Read Resolution in Reconfigurable Memristive Synapses for Spiking Neural Networks. CoRR (2023)
Hritom Das, Manu Rathore, Rocco Febbo, Maximilian Liehr, Nathaniel C. Cady, Garrett S. Rose
RFAM: RESET-Failure-Aware-Model for HfO2-based Memristor to Enhance the Reliability of Neuromorphic Design. ACM Great Lakes Symposium on VLSI (2023)
Nishith N. Chakraborty, SNB Tushar, Hritom Das, Garrett S. Rose
Energy Efficient and High-Performance Synaptic Operating Point Evaluation for SNN Applications. MWSCAS (2023)
Hritom Das, Rocco D. Febbo, Sree Nirmillo Biswash Tushar, Nishith N. Chakraborty, Maximilian Liehr, Nathaniel C. Cady, Garrett S. Rose
An Efficient and Accurate Memristive Memory for Array-Based Spiking Neural Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (12) (2023)
Hritom Das, Ali Ahmad Haidous, Scott C. Smith, Na Gong
Approximate Memory for Low-Power Video Applications. IEEE Access 11 (2023)
Nishith N. Chakraborty, Hritom Das, Garrett S. Rose
A Mixed-Signal Short-Term Plasticity Implementation for a Current-Controlled Memristive Synapse. ACM Great Lakes Symposium on VLSI (2023)
Nishith N. Chakraborty, Hritom Das, Garrett S. Rose
Spike-Timing-Dependent Plasticity for a Hafnium-Oxide Memristive Synapse. MWSCAS (2023)
Hritom Das, Rocco D. Febbo, SNB Tushar, Nishith N. Chakraborty, Maximilian Liehr, Nathaniel C. Cady, Garrett S. Rose
An Efficient and Accurate Memristive Memory for Array-based Spiking Neural Networks. CoRR (2023)
Nishith N. Chakraborty, Hritom Das, Garrett S. Rose
Spike-Driven Synaptic Plasticity for a Memristive Neuromorphic Core. MWSCAS (2023)
Nishith N. Chakraborty, Hritom Das, Garrett S. Rose
Homeostatic Plasticity in a Leaky Integrate and Fire Neuron Using Tunable Leak. MWSCAS (2023)
Hritom Das, Rocco D. Febbo, Charlie Rizzo, Nishith N. Chakraborty, James S. Plank, Garrett S. Rose
Optimizations for a Current-Controlled Memristor-based Neuromorphic Synapse Design. CoRR (2023)
Hritom Das, Rocco D. Febbo, Charles P. Rizzo, Nishith N. Chakraborty, James S. Plank, Garrett S. Rose
Optimizations for a Current-Controlled Memristor- Based Neuromorphic Synapse Design. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (4) (2023)
Manu Rathore, Rocco D. Febbo, Adam Z. Foshie, Sree Nirmillo Biswash Tushar, Hritom Das, Garrett S. Rose
Reliability Analysis of Memristive Reservoir Computing Architecture. ACM Great Lakes Symposium on VLSI (2023)
Ali Ahmad Haidous, William Oswald, Hritom Das, Na Gong
Content-Adaptable ROI-Aware Video Storage for Power-Quality Scalable Mobile Streaming. IEEE Access 10 (2022)
Adam Z. Foshie, Charles Rizzo, Hritom Das, Chaohui Zheng, James S. Plank, Garrett S. Rose
Benchmark Comparisons of Spike-based Reconfigurable Neuroprocessor Architectures for Control Applications. ACM Great Lakes Symposium on VLSI (2022)
Ryan Weiss, Hritom Das, Nishith N. Chakraborty, Garrett S. Rose
STDP Based Online Learning for a Current-Controlled Memristive Synapse. MWSCAS (2022)
Yiwen Xu, Hritom Das, Na Gong
Application-Aware Quality-Energy Optimization: Mathematical Models Enabled Simultaneous Quality and Energy-Sensitive Optimal Memory Design. IEEE Trans. Sustain. Comput. 6 (4) (2021)
Hritom Das, Ali Ahmad Haidous, Scott C. Smith, Na Gong
Flexible Low-Cost Power-Efficient Video Memory With ECC-Adaptation. IEEE Trans. Very Large Scale Integr. Syst. 29 (10) (2021)
Jonathon Edstrom, Hritom Das, Yiwen Xu, Na Gong
Memory Optimization for Energy-Efficient Differentially Private Deep Learning. IEEE Trans. Very Large Scale Integr. Syst. 28 (2) (2020)
Yiwen Xu, Hritom Das, Yifu Gong, Na Gong
On Mathematical Models of Optimal Video Memory Design. IEEE Trans. Circuits Syst. Video Technol. 30 (1) (2020)
Jonathon Edstrom, Hritom Das, Yiwen Xu, Na Gong
Embedded sensory data memory optimization for IoT edge inference with privacy, accuracy, and energy efficiency. SEC (2019)