Concept

Software architecture

Related publications (521)

Multi-ReRAM synapses for artificial neural network training

Elmira Shahrabi, Igor Krawczuk, Yusuf Leblebici, Irem Boybat Kara, Carlo Ricciardi, Cecilia Giovinazzo, Evangelos Eleftheriou, Abu Sebastian

Metal-oxide-based resistive memory devices (ReRAM) are being actively researched as synaptic elements of neuromorphic co-processors for training deep neural networks (DNNs). However, device-level non-idealities are posing significant challenges. In this wo ...

IEEE2019

Development of an AFM-based nanomotion detection device for microbiological samples

Wojciech Chomicki

The main goals of this thesis pertain to the development of a device capable of detecting microorganism viability through monitoring the oscillations of a microscopic cantilever transducer, to improve the presently used device and to attempt to explain in ...

EPFL2019

Super-resolution fight club: assessment of 2D and 3D single-molecule localization microscopy software

Michaël Unser, Daniel Sage, Thanh-An Michel Pham, Tomas Lukes, Seamus John Holden, Anna Archetti, Thomas Pengo, Ricardo Henriques, Silvia Colabrese, Anurag Agrawal

With the widespread uptake of two-dimensional (2D) and three-dimensional (3D) single-molecule localization microscopy (SMLM), a large set of different data analysis packages have been developed to generate super-resolution images. In a large community effo ...

2019

Wearable Sensors for Frequency-Multiplexed EIT and Multilead ECG Data Acquisition

Josias Basil Wacker, Fabian Braun, Michaël Rapin

This paper presents a wearable sensor architecture for frequency-multiplexed electrical impedance tomography (EIT) and synchronous multilead electrocardiogram (ECG) data acquisition. The system is based on a novel electronic sensing architecture, called co ...

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC2019

Modular Sensor Fusion for Semantic Segmentation

Roland Siegwart

Sensor fusion is a fundamental process in robotic systems as it extends the perceptual range and increases robustness in real-world operations. Current multi-sensor deep learning based semantic segmentation approaches do not provide robustness to under-per ...

2019

DermoNet: densely linked convolutional neural network for efficient skin lesion segmentation

Jean-Philippe Thiran, Hazim Kemal Ekenel, Saleh Baghersalimi

Recent state-of-the-art methods for skin lesion segmentation are based on convolutional neural networks (CNNs). Even though these CNN-based segmentation approaches are accurate, they are computationally expensive. In this paper, we address this problem and ...

2019

Crisis and Renewal: From the National Commission for IIT to the MTCC by Rem Koolhaas

Tibor Bonaventura Pataky

Since the 1940s, the buildings added to the IIT Campus in Chicago had either been designed by Mies van der Rohe himself or largely informed by his example and teachings. With the Harold Leonard Stuart Building from 1971 by the SOM partner and former Mies s ...

2019

Latchable microfluidic valve arrays based on shape memory polymer actuators

Herbert Shea, Nadine Besse, Bekir Aksoy

We report arrays of latching microfluidic valves based on shape memory polymers (SMPs), and show their applications as reagent mixers and as peristaltic pumps. The valve design takes advantage of the SMP's multiple stable shapes and over a hundred-fold sti ...

2019

“HOUSING Frankfurt Wien Stockholm”: Exhibition of 1920s–1930s Housing Initiatives

Chiara Monterumisi, Alessandro Porotto

Frankfurt, Vienna and Stockholm: three European cities which played a fundamental role in the housing policies implemented during the inter-war period. The research projects and teaching activity carried out at the EPFL in the Laboratory of Construction an ...

2019

The Evolution of the Pompidou Centre's Air Conditioning System. Toward a new figure of architecture

Boris Hamzeian

The integration of technical services in architecture played a crucial role in the history of post-war construction. The Centre Pompidou, conceived and realized between 1971 and 1977 by the architecture studio Piano and Rogers and the engineering firm Ove ...

Construction History Society2018

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