Zobrazeno 1 - 10
of 93
pro vyhledávání: '"Patkar Sachin"'
Resistive random-access memory (RRAM) is gaining popularity due to its ability to offer computing within the memory and its non-volatile nature. The unique properties of RRAM, such as binary switching, multi-state switching, and device variations, ca
Externí odkaz:
http://arxiv.org/abs/2407.03843
Autor:
Singh, Simranjeet, Bende, Ankit, Jha, Chandan Kumar, Rana, Vikas, Drechsler, Rolf, Patkar, Sachin, Merchant, Farhad
In-memory computing (IMC) has gained significant attention recently as it attempts to reduce the impact of memory bottlenecks. Numerous schemes for digital IMC are presented in the literature, focusing on logic operations. Often, an application's des
Externí odkaz:
http://arxiv.org/abs/2407.02921
Autor:
Datar, Mandar, Hegde, Dhruva S., Prasad, Vendra Durga, Prajapati, Manish, Manikanta, Neralla, Gupta, Devansh, Pavanija, Janampalli, Pare, Pratyush, Akash, Gupta, Shivam, Patkar, Sachin B.
We have designed a Python-based Domain Specific Language (DSL) for modeling synchronous digital circuits. In this DSL, hardware is modeled as a collection of transactions -- running in series, parallel, and loops. When the model is executed by a Pyth
Externí odkaz:
http://arxiv.org/abs/2406.09208
Autor:
Bende, Ankit, Singh, Simranjeet, Jha, Chandan Kumar, Kempen, Tim, Cüppers, Felix, Bengel, Christopher, Zambanini, Andre, Nielinger, Dennis, Patkar, Sachin, Drechsler, Rolf, Waser, Rainer, Merchant, Farhad, Rana, Vikas
Memristor-aided logic (MAGIC) design style holds a high promise for realizing digital logic-in-memory functionality. The ability to implement a specific gate in a MAGIC design style hinges on the SET-to-RESET threshold ratio. The TaOx memristive devi
Externí odkaz:
http://arxiv.org/abs/2310.10460
Autor:
Singh, Simranjeet, Jha, Chandan Kumar, Bende, Ankit, Rana, Vikas, Patkar, Sachin, Drechsler, Rolf, Merchant, Farhad
Existing logic-in-memory (LiM) research is limited to generating mappings and micro-operations. In this paper, we present~\emph{MemSPICE}, a novel framework that addresses this gap by automatically generating both the netlist and testbench needed to
Externí odkaz:
http://arxiv.org/abs/2309.04868
Autor:
Singh, Simranjeet, Jha, Chandan Kumar, Bende, Ankit, Thangkhiew, Phrangboklang Lyngton, Rana, Vikas, Patkar, Sachin, Drechsler, Rolf, Merchant, Farhad
Memristor-based logic-in-memory (LiM) has become popular as a means to overcome the von Neumann bottleneck in traditional data-intensive computing. Recently, the memristor-aided logic (MAGIC) design style has gained immense traction for LiM due to it
Externí odkaz:
http://arxiv.org/abs/2307.03669
Autor:
Ghazal, Omar, Singh, Simranjeet, Rahman, Tousif, Yu, Shengqi, Zheng, Yujin, Balsamo, Domenico, Patkar, Sachin, Merchant, Farhad, Xia, Fei, Yakovlev, Alex, Shafik, Rishad
In-memory computing for Machine Learning (ML) applications remedies the von Neumann bottlenecks by organizing computation to exploit parallelism and locality. Non-volatile memory devices such as Resistive RAM (ReRAM) offer integrated switching and st
Externí odkaz:
http://arxiv.org/abs/2305.12914
Autor:
Singh, Simranjeet, Ghazal, Omar, Jha, Chandan Kumar, Rana, Vikas, Drechsler, Rolf, Shafik, Rishad, Yakovlev, Alex, Patkar, Sachin, Merchant, Farhad
Data movement costs constitute a significant bottleneck in modern machine learning (ML) systems. When combined with the computational complexity of algorithms, such as neural networks, designing hardware accelerators with low energy footprint remains
Externí odkaz:
http://arxiv.org/abs/2304.13552
Autor:
Singh, Simranjeet, Zahoor, Furqan, Rajendran, Gokulnath, Rana, Vikas, Patkar, Sachin, Chattopadhyay, Anupam, Merchant, Farhad
This paper proposes an architecture that integrates neural networks (NNs) and hardware security modules using a single resistive random access memory (RRAM) crossbar. The proposed architecture enables using a single crossbar to implement NN, true ran
Externí odkaz:
http://arxiv.org/abs/2304.13531
Autor:
Singh, Simranjeet, Zahoor, Furqan, Rajendran, Gokulnath, Patkar, Sachin, Chattopadhyay, Anupam, Merchant, Farhad
With rapid advancements in electronic gadgets, the security and privacy aspects of these devices are significant. For the design of secure systems, physical unclonable function (PUF) and true random number generator (TRNG) are critical hardware secur
Externí odkaz:
http://arxiv.org/abs/2211.03526