8 citations · 12 across the 9 of their papers we have counts for
11 papers
Electro-Thermal Origins of Enhanced Performance and Scalability in Disc-Type Phase-Change Memory
Ghazi Sarwat Syed, Loris Coccia, Siddharth Gautam +2
Disc-type phase-change memory is a promising device architecture for analog in-memory computing, enabled by the unique physical properties of ultra-thin phase-change materials and…
Analogue Phase Change Computational Memory with High Precision Reads and Energy Efficient Writes
Ghazi Sarwat Syed, Loris Coccia, Vara Prasad Jonnalagadda +4
Resistive memory technologies offer a compelling advantage for in-memory computing. However, realizing a device architecture that simultaneously achieves high computational precisi…
Emerging Trends in Intelligent Sensing
Ghazi Sarwat Syed
The rapid proliferation of artificial intelligence, connected devices, and high speed mobile networks is driving unprecedented computational demands that challenge traditional sens…
Probabilistic Photonic Computing
Frank Brückerhoff-Plückelmann, Anna P. Ovvyan, Akhil Varri +8
Probabilistic computing excels in approximating combinatorial problems and modelling uncertainty. However, using conventional deterministic hardware for probabilistic models is cha…
A Case Study on the Performance Metrics of Integrated Photonic Computing
Frank Brückerhoff-Plückelmann, Jelle Dijkstra, Julian Büchel +7
Photonic processors use optical signals for computation, leveraging the high bandwidth and low loss of optical links. While many approaches have been proposed, including in memory…
Fully Parallel Multi-Agent Photonic Optimizer
Ghazi Sarwat Syed, Philipp Schmidt, Frank Brückerhoff-Plückelmann +3
Optimization problems are central to many important cross-disciplinary applications.In their conventional implementations, the sequential nature of operations imposes strict limita…
Cryogenic In-Memory Computing with Phase-Change Memory
Davide G. F. Lombardo, Siddharth Gautam, Alberto Ferraris +3
In-memory computing (IMC) is an emerging non-von Neumann paradigm that leverages the intrinsic physics of memory devices to perform computations directly within the memory array. A…
A device-level compact model for mushroom-type phase change memory
Stephan Menzel, Benedikt Kersting, Rana Walied Ahmad +2
In this work we introduce a compact model for mushroom-type phase-change memory devices that incorporates the shape and size of the amorphous mark under different programming condi…
Understanding the Growth and Properties of Sputter-Deposited Phase-Change Superlattice Films
Simone Prili, Valeria Bragaglia, Vara Prasad Jonnalagadda +5
Highly textured chalcogenide films have recently gained significant interest for phase-change memory applications. Several reports have highlighted that programming efficiency impr…
In-Materia Speech Recognition
Mohamadreza Zolfagharinejad, Julian Büchel, Lorenzo Cassola +4
With the rise of decentralized computing, as in the Internet of Things, autonomous driving, and personalized healthcare, it is increasingly important to process time-dependent sign…
Roadmap to Neuromorphic Computing with Emerging Technologies
Adnan Mehonic, Daniele Ielmini, Kaushik Roy +50
The roadmap is organized into several thematic sections, outlining current computing challenges, discussing the neuromorphic computing approach, analyzing mature and currently util…