...f time-encoded SNNs to high-level system simulations in a high-performance computing framework. It also involves interactions with several researchers across IB
...or level and/or digital design with VHDL). Prior knowledge of neuromorphic computing concepts is a bonus but not necessary.
3 KB (360 words) - 10:54, 31 August 2021
...ion of implantable multielectrode-arrays (MEAs) to record brain signals at high spatio-temporal resolution. Data processing is needed to decode useful info
...omputing with numbers. HDC has proven to be promising for energy-efficient computing applied to biosignal classification [2].
5 KB (619 words) - 19:58, 10 March 2024
[[Category:High Performance SoCs]]
...on a single chip is rapidly growing, there is a rising need for scalable, high-bandwidth, and low-latency on-chip communication fabrics. This need is ofte
2 KB (252 words) - 14:43, 23 October 2023
...erators are not limited to the high-performance sector alone. In low power computing, they allow complex tasks such as computer vision or cryptography to be per
==General-Purpose Computing==
7 KB (917 words) - 17:04, 24 November 2023
...ng architectures are facing power/thermal challenges that are limiting the performance benefits of technology scaling. However, even if energy-efficiency is of pr
3 KB (394 words) - 16:19, 27 February 2018
computing. The existing C++ code at IIS that solves this quantum transport problem is
The idea of quantum computing is to associate a bit to a two-state quantum phenomenon (a “qu-bit”), s
3 KB (432 words) - 14:14, 23 June 2021
..., which are 3D components that can be approximated as 2D slices, where the high dimension can be
High Performance Computing is advantageous but not necessary.
2 KB (327 words) - 17:06, 16 September 2021
...of finite element modeling of electrochemical devices for analog computing. The work will be carried out in the Science & Technology Department at
...RAM operation and the influence of materialspropertiesand geometry on performance metrics requires a detailed multiphysics model
4 KB (515 words) - 17:06, 16 September 2021
...P TD-HSPA wireless communication system (receive side). Bottom: Throughput performance of the system including re-transmissions with hybrid-ARQ for various defect
...the future requires a paradigm shift from the assumption of 100% reliable computing to fault-tolerant
2 KB (343 words) - 13:56, 9 February 2015
...competition we started our second season willing to improve robustness and performance even further. We hope to be faster than a human driver in the coming years.
...cameras and an IMU allowing running visual inertial algorithms in the main computing system. In addition, some image processing should be done at this system to
6 KB (895 words) - 16:27, 30 October 2020
==High-Performance Systems-on-Chip==
...n ever-increasing amount of '''parallel floating-point performance''' from computing systems. Increasingly, such applications must scale across a wide range of
11 KB (1,337 words) - 10:54, 25 January 2024
...pproach, and seems to go into the direction of a higher Sensor Activity to Computing Energy proportionality, which could bring significant advantages to many ed
1. Study the SNN computing paradigm, and select a population of SNN candidate for the target task
4 KB (644 words) - 19:10, 29 January 2021
The development of a CV library featuring high level capabilities is key tackling real word problems such as wearable devi
...to operate on a large range of operating voltages, achieving in this way a high level of energy efficiency over a wide range of application workloads.
4 KB (628 words) - 16:16, 20 February 2018
[[Category:High Performance SoCs]]
...core of many crucial workloads for modern computing, including scientific computing and deep learning. Finding optimal ways to schedule and parallelize GEMM is
6 KB (848 words) - 14:25, 2 May 2024
...tire qubits readout system. It needs to provide ultra-low noise figure and high gain to ensure readout signal fidelity. Additionally, broadband operation i
However, it is not trivial to set up cryogenic environment for high frequency (GHz) measurement since the device under test (DUT) will be isola
2 KB (372 words) - 10:32, 14 February 2023
As the demand for High-Performance Computing (HPC) systems continues to increase, traditional on-chip communication netw
...virtual channels that can be sent off-chip while achieving low latency and high throughput and energy efficiency.
4 KB (586 words) - 14:27, 24 October 2023
...n architecture, huge amounts of data need to be shuttled back and forth at high speeds, a task at which this architecture is inefficient.
...omputing paradigms from in-memory computing to brain-inspired neuromorphic computing. Our research spans from devices and architectures to algorithms and applic
9 KB (1,330 words) - 15:20, 15 March 2024
...d memory has doubled only every 30 months, becoming the bottleneck of high performance computers.
...n the optical domain can bypass those issues, allowing power efficient and high transmission rates.
3 KB (382 words) - 11:44, 20 August 2021
Hyperdimensional computing (HDC) is an energy-efficient alternative to
...design the classification schemes using the primitives of hyperdimensional computing. In a second step, the algorithm should be tuned to be portable to an ultra
5 KB (759 words) - 09:18, 16 September 2021
...ed approaches seem to go into the direction of a higher Sensor Activity to Computing Energy proportionality, which could bring significant advantages to many ed
...igurable in the type of neuron model to use, and in the number of physical computing engines instantiated. The accelerator operations are orchestrated by an RIS
4 KB (651 words) - 19:10, 29 January 2021
