Configurable Low Power Analog Multilayer Perceptron

A configurable, low power analog implementation of a multilayer perceptron (MLP) is presented in this work. It features a highly programmable system that allows the user to create a MLP neural network design of their choosing. In addition to the configurability, this neural network provides the ability of low power operation via analog circuitry in its neurons. The main MLP system is made up of 12 neurons that can be configurable to any number of layers and neurons per layer until all available resources are utilized. The MLP network is fabricated in a standard 0.13 μm CMOS process occupying approximately 1 mm2 of on-chip area. The MLP system is analyzed at several different configurations with all achieving a greater than 1 Tera-operations per second per Watt figure of merit. This work offers a high speed, low power, and scalable alternative to digital configurable neural networks

New Possibilities In Low-voltage Analog Circuit Design Using Dtmos Transistors

(Doktora) -- İstanbul Teknik Üniversitesi, Fen Bilimleri Enstitüsü, 2013(PhD) -- İstanbul Technical University, Institute of Science and Technology, 2013Bu çalışmada DTMOS yaklaşımı çok düşük besleme gerilimlerinde çalışan çok düşük güç tüketimli devrelere başarıyla uygulanmıştır. Tasarlanan devreler arasında OTA, OP-AMP, CCII gibi analog aktif yapı blokları, çarpma devresi, sadece-MOS yapılar gibi devreler bulunmaktadır. Tasarlanan devreler SPICE benzetimleri ile doğrulanmıştır. İleri yönde gövde kutuplamaya bağlı olarak DTMOS transistorun yapısından kaynaklanan, efektif olarak düşük eşik gerilimli çalışma özelliği nedeniyle, çok düşük güç tüketimli ve çok düşük gerilimli devrelerde DTMOS yaklaşımının geçerli bir alternatif olduğu bu çalışmayla gösterilmiştir. DTMOS yaklaşımının geniş bir alanda çeşitlilik gösteren analog devre yapılarında çok düşük besleme gerilimlerinde bile kabul edilebilir bir performansla kullanılabileceği bulunmuştur.In this study, DTMOS approach to the design of ultra low-voltage and ultra low-power analog circuits, has been successfully applied to the circuits ranging from EEG filtering circuits, speech processing filters in hearing aids, multipliers, analog active building blocks: OTA, OP-AMP, CCII to MOS-only circuits. The proposed circuits are verified with SPICE simulations. It is found that in designing ultra low-voltage, ultra low-power analog circuits, DTMOS approach is a viable alternative due to its inherent characteristic of effective low threshold voltage behaviour under forward body bias. This approach can be applied to several analog application subjects with acceptable performance under even ultra low supply voltages.DoktoraPh

Power-efficient current-mode analog circuits for highly integrated ultra low power wireless transceivers

In this thesis, current-mode low-voltage and low-power techniques have been applied to implement novel analog circuits for zero-IF receiver backend design, focusing on amplification, filtering and detection stages. The structure of the thesis follows a bottom-up scheme: basic techniques at device level for low voltage low power operation are proposed in the first place, followed by novel circuit topologies at cell level, and finally the achievement of new designs at system level. At device level the main contribution of this work is the employment of Floating-Gate (FG) and Quasi-Floating-Gate (QFG) transistors in order to reduce the power consumption. New current-mode basic topologies are proposed at cell level: current mirrors and current conveyors. Different topologies for low-power or high performance operation are shown, being these circuits the base for the system level designs. At system level, novel current-mode amplification, filtering and detection stages using the former mentioned basic cells are proposed. The presented current-mode filter makes use of companding techniques to achieve high dynamic range and very low power consumption with for a very wide tuning range. The amplification stage avoids gain bandwidth product achieving a constant bandwidth for different gain configurations using a non-linear active feedback network, which also makes possible to tune the bandwidth. Finally, the proposed current zero-crossing detector represents a very power efficient mixed signal detector for phase modulations. All these designs contribute to the design of very low power compact Zero-IF wireless receivers. The proposed circuits have been fabricated using a 0.5μm double-poly n-well CMOS technology, and the corresponding measurement results are provided and analyzed to validate their operation. On top of that, theoretical analysis has been done to fully explore the potential of the resulting circuits and systems in the scenario of low-power low-voltage applications.Programa Oficial de Doctorado en Tecnologías de las Comunicaciones (RD 1393/2007)Komunikazioen Teknologietako Doktoretza Programa Ofiziala (ED 1393/2007

An ultra-low voltage FFT processor using energy-aware techniques

Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, February 2004.Page 170 blank.Includes bibliographical references (p. 165-169).In a number of emerging applications such as wireless sensor networks, system lifetime depends on the energy efficiency of computation and communication. The key metric in such applications is the energy dissipated per function rather than traditional ones such as clock speed or silicon area. Hardware designs are shifting focus toward enabling energy-awareness, allowing the processor to be energy-efficient for a variety of operating scenarios. This is in contrast to conventional low-power design, which optimizes for the worst-case scenario. Here, three energy-quality scalable hooks are designed into a real-valued FFT processor: variable FFT length (N=128 to 1024 points), variable bit precision (8,16 bit), and variable voltage supply with variable clock frequency (VDD=1 80mV to 0.9V, and f=164Hz to 6MHz). A variable-bit-precision and variable-FFT-length scalable FFT ASIC using an off-the-shelf standard-cell logic library and memory only scales down to 1V operation. Further energy savings is achieved through ultra-low voltage-supply operation. As performance requirements are relaxed, the operating voltage supply is scaled down, possibly even below the threshold voltage into the subthreshold region. When lower frequencies cause leakage energy dissipation to exceed the active energy dissipation, there is an optimal operating point for minimizing energy consumption.(cont.) Logic and memory design techniques allowing ultra-low voltage operation are employed to study the optimal frequency/voltage operating point for the FFT. A full-custom implementation with circuit techniques optimized for deep voltage scaling into the subthreshold regime, is fabricated using a standard CMOS 0.18[mu]m logic process and functions down to 180mV. At the optimal operating point where the voltage supply is 350mV, the FFT processor dissipates 155nJ/FFT. The custom FFT is 8x more energy-efficient than the ASIC implementation and 350x more energy-efficient than a low-power microprocessor implementation.by Alice Wang.Ph.D