Search Results - "Roy, Kaushik"

X-SRAM: Enabling In-Memory Boolean Computations in CMOS Static Random Access Memories by Agrawal, Amogh, Jaiswal, Akhilesh, Lee, Chankyu, Roy, Kaushik

“…Silicon-based static random access memories (SRAM) and digital Boolean logic have been the workhorse of the state-of-the-art computing platforms. Despite…”
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Toward Fast Neural Computing using All-Photonic Phase Change Spiking Neurons by Chakraborty, Indranil, Saha, Gobinda, Sengupta, Abhronil, Roy, Kaushik

“…The rapid growth of brain-inspired computing coupled with the inefficiencies in the CMOS implementations of neuromrphic systems has led to intense exploration…”
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8T SRAM Cell as a Multibit Dot-Product Engine for Beyond Von Neumann Computing by Jaiswal, Akhilesh, Chakraborty, Indranil, Agrawal, Amogh, Roy, Kaushik

“…Large-scale digital computing almost exclusively relies on the von Neumann architecture, which comprises separate units for storage and computations. The…”
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Logistics of the First Anglo-Burma War, 1824-1826 by Roy, Kaushik

“…One of the principal props of British imperialism in South Asia was the British Imperial Army in India. Logistics was important for supplying and transporting…”
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A Vision for All-Spin Neural Networks: A Device to System Perspective by Sengupta, Abhronil, Roy, Kaushik

“…Spin-transfer torque (STT) mechanisms in vertical and lateral spin valves and magnetization reversal/domain wall motion with spin-orbit torque (SOT) have…”
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STDP-Based Pruning of Connections and Weight Quantization in Spiking Neural Networks for Energy-Efficient Recognition by Rathi, Nitin, Panda, Priyadarshini, Roy, Kaushik

“…Spiking neural networks (SNNs) with a large number of weights and varied weight distribution can be difficult to implement in emerging in-memory computing…”
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Inclusive prompt photon production in electron-nucleus scattering at small x by Roy, Kaushik, Venugopalan, Raju

“…A bstract We compute the differential cross-section for inclusive prompt photon production in deeply inelastic scattering (DIS) of electrons on nuclei at small…”
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Design Space Exploration of Hysteresis-Free HfZrOx-Based Negative Capacitance FETs by Sharma, Ankit, Roy, Kaushik

“…In this letter, we investigate the design space of hysteresis-free negative capacitance FETs (NCFETs) by performing a cross-architecture analysis using HfZrO x…”
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Proposal for an All-Spin Artificial Neural Network: Emulating Neural and Synaptic Functionalities Through Domain Wall Motion in Ferromagnets by Sengupta, Abhronil, Yong Shim, Roy, Kaushik

“…Non-Boolean computing based on emerging postCMOS technologies can potentially pave the way for low-power neural computing platforms. However, existing work on…”
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1T Non-Volatile Memory Design Using Sub-10nm Ferroelectric FETs by Sharma, Ankit, Roy, Kaushik

“…In this letter, we propose one-transistor ferroelectric NOR type (Fe-NOR) non-volatile memory based on HfZrOx ferroelectric FETs (FeFETs). The enhanced…”
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Artificial Intelligence, Warfare and Ethics in India by Roy, Kaushik

“…In the second decade of the new millennium, artificial intelligence (AI) became a catchword among senior politicians and the military officers of India. Indian…”
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Small Wars and Pacification in the British Empire: A Case Study of Lushai Hills, 1850-1900 by Roy, Kaushik

“…The British Empire was at the height of its power in the late nineteenth century. Most scholars focus on imperial expansion. However, not much light has been…”
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Neuro-Ising: Accelerating Large-Scale Traveling Salesman Problems via Graph Neural Network Guided Localized Ising Solvers by Sanyal, Sourav, Roy, Kaushik

“…One of the most extensively studied combinatorial optimization problems is the Travelling Salesman Problem (TSP). Considerable research efforts in the past…”
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RxNN: A Framework for Evaluating Deep Neural Networks on Resistive Crossbars by Jain, Shubham, Sengupta, Abhronil, Roy, Kaushik, Raghunathan, Anand

“…Resistive crossbars designed with nonvolatile memory devices have emerged as promising building blocks for deep neural network (DNN) hardware, due to their…”
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DIET-SNN: A Low-Latency Spiking Neural Network With D irect I nput E ncoding and Leakage and T hreshold Optimization by Rathi, Nitin, Roy, Kaushik

“…Bioinspired spiking neural networks (SNNs), operating with asynchronous binary signals (or spikes) distributed over time, can potentially lead to greater…”
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Neurosymbolic Value-Inspired Artificial Intelligence (Why, What, and How) by Sheth, Amit, Roy, Kaushik, Sheth, Amit

“…The rapid progression of artificial intelligence (AI) systems, facilitated by the advent of large language models (LLMs), has resulted in their widespread…”
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IMAC: In-Memory Multi-Bit Multiplication and ACcumulation in 6T SRAM Array by Ali, Mustafa, Jaiswal, Akhilesh, Kodge, Sangamesh, Agrawal, Amogh, Chakraborty, Indranil, Roy, Kaushik

“…'In-memory computing' is being widely explored as a novel computing paradigm to mitigate the well known memory bottleneck. This emerging paradigm aims at…”
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Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing by Sarwar, Syed Shakib, Ankit, Aayush, Roy, Kaushik

“…Deep convolutional neural network (DCNN) based supervised learning is a widely practiced approach for large-scale image classification. However, retraining…”
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Spin-Transfer Torque Memories: Devices, Circuits, and Systems by Fong, Xuanyao, Kim, Yusung, Venkatesan, Rangharajan, Choday, Sri Harsha, Raghunathan, Anand, Roy, Kaushik

“…Spin-transfer torque magnetic memory (STT-MRAM) has gained significant research interest due to its nonvolatility and zero standby leakage, near unlimited…”
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Neurosymbolic Artificial Intelligence (Why, What, and How) by Sheth, Amit, Roy, Kaushik, Gaur, Manas, Sheth, Amit

“…Humans interact with the environment using a combination of perception-transforming sensory inputs from their environment into symbols, and cognition-mapping…”
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