The proceedings contain 25 papers. The topics discussed include: FlightVGM: efficient video generation model inference with online sparsification and hybrid precision on fpgas;TreeLUT: an efficient alternative to deep...
ISBN:
(纸本)9798400713965
The proceedings contain 25 papers. The topics discussed include: FlightVGM: efficient video generation model inference with online sparsification and hybrid precision on fpgas;TreeLUT: an efficient alternative to deep neural networks for inference acceleration using gradient boosted decision trees;greater than the sum of its LUTs: scaling up LUT-based neural networks with AmigoLUT;wa-hls4ml and lui-gnn: a benchmark and GNN based surrogate model for hls4ml resource and latency estimation;InTRRA: inter-task resource-repurposing accelerator for efficient transformer inference on fpgas;DPUV4E: high-throughput DPU architecture design for CNN on versal ACAP;and performance analysis of GEMM workloads on the AMD versal platform.
The proceedings contains 22 papers from the 1997 internationalsymposium on fieldprogrammablegatearrays. Topics discussed include: fieldprogrammablegate array (fpga) architectures;fpga partitioning and synthesis;...
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The proceedings contains 22 papers from the 1997 internationalsymposium on fieldprogrammablegatearrays. Topics discussed include: fieldprogrammablegate array (fpga) architectures;fpga partitioning and synthesis;rapid prototyping and emulation;reconfigurable computing;and fpga floorplanning and routing.
The proceedings contains 25 papers from the 1998 acm/SIGDA internationalsymposium on fieldprogrammablegatearrays (fpga). Topics discussed include: new fpga architectures;technology mapping for fpgas;multi-fpga sys...
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The proceedings contains 25 papers from the 1998 acm/SIGDA internationalsymposium on fieldprogrammablegatearrays (fpga). Topics discussed include: new fpga architectures;technology mapping for fpgas;multi-fpga systems & other reprogrammable architectures;partitioning and floor planning for fpgas;fault detection and fault tolerance for fpgas;fast computer aided design (CAD) tools for fpgas;time multiplexed fpgas;fpgas with embedded memory;and programmable architectures with special features.
The proceedings contain 22 papers. The topics discussed include: flexible fpga architecture realized of general purpose SOG;using BDDs to design ULMs for fpgas;universal logic modules for series-parallel functions;com...
ISBN:
(纸本)0769525768
The proceedings contain 22 papers. The topics discussed include: flexible fpga architecture realized of general purpose SOG;using BDDs to design ULMs for fpgas;universal logic modules for series-parallel functions;combined spectral techniques for Boolean matching;area-speed tradeoffs for hierarchical field-programmablegatearrays;technology mapping of sequential circuits for LUT-based fpgas for performance;a method for generating random circuits and its application to routability measurement;entropy, counting, and programmable interconnect;universal switch-module design for symmetric-array-based fpgas;design and implementation of a fieldprogrammable analogue array;and the EPAC architecture: an expert cell approach to fieldprogrammable analog devices.
The proceedings contain 23 papers. The topics discussed include: eliminating excessive dynamism of dataflow circuits using model checking;straight to the queue: fast load-store queue allocation in dataflow circuits;OM...
ISBN:
(纸本)9781450394178
The proceedings contain 23 papers. The topics discussed include: eliminating excessive dynamism of dataflow circuits using model checking;straight to the queue: fast load-store queue allocation in dataflow circuits;OMT: a demand-adaptive, hardware-targeted Bonsai Merkle tree framework for embedded heterogeneous memory platform;fault detection on multi COTS fpga systems for physics experiments on the international space station;Nimblock: scheduling for fine-grained fpga sharing through virtualization;weave: abstraction for accelerator integration of generated modules;a novel fpga simulator accelerating reinforcement learning-based design of power converters;and power side-channel countermeasures for ARX ciphers using high-level synthesis.
The proceedings contain 32 papers. The topics discussed include: hyperpipelining of high-speed interface logic;agile co-design for a reconfigurable datacenter;throughput-optimized OpenCL-based fpga accelerator for lar...
ISBN:
(纸本)9781450338561
The proceedings contain 32 papers. The topics discussed include: hyperpipelining of high-speed interface logic;agile co-design for a reconfigurable datacenter;throughput-optimized OpenCL-based fpga accelerator for large-scale convolutional neural networks;going deeper with embedded fpga platform for convolutional neural network;using stochastic computing to reduce the hardware requirements for a restricted Boltzmann machine classifier;a platform-oblivious approach for heterogeneous computing: a case study with Monte Carlo-based simulation for medical applications;physical design of 3D fpgas embedded with micro-channel-based fluidic cooling;Boolean satisfiability-based routing and its application to Xilinx ultrascale clock network;and pitfalls and tradeoffs in simultaneous, on-chip fpga delay measurement.
The proceedings contain 18 papers. The topics discussed include: multi-input serial adders for fpga-like computational fabric;logic scaling options for the next 10 years: from FinFet to CFET, from dual damascene to se...
ISBN:
(纸本)9781450391498
The proceedings contain 18 papers. The topics discussed include: multi-input serial adders for fpga-like computational fabric;logic scaling options for the next 10 years: from FinFet to CFET, from dual damascene to semi damascene;a high throughput multi-bit-width 3D systolic accelerator for NAS optimized deep neural networks on fpga;automated accelerator optimization aided by graph neural networks;hardware acceleration of nonparametric belief propagation for efficient robot manipulation;HMT: a hardware-centric hybrid bonsai Merkle tree algorithm for high-performance authentication;synthesized garbage collection for fpga accelerators;and SEXTANS: a streaming accelerator for general-purpose sparse-matrix dense-matrix multiplication.
The proceedings contain 34 papers. The topics discussed include: emerging application domains - research challenges and opportunities for fpgas;towards automated ECOs in fpgas;clock power reduction for Virtex-5 fpgas;...
ISBN:
(纸本)9781605584102
The proceedings contain 34 papers. The topics discussed include: emerging application domains - research challenges and opportunities for fpgas;towards automated ECOs in fpgas;clock power reduction for Virtex-5 fpgas;choose-your-own-adventure routing: lightweight load-time defect avoidance;towards reliable 5Gbps wave-pipelined and 3Gbps surfing interconnect in 65nm fpgas;a comparison of via-programmablegate array logic cell circuits;a comparison of CPUs, GPUs, fpgas, and massively parallel processor arrays for random number generation;a high-performance fpga architecture for restricted Boltzmann machines;fpga-based front-end electronics for positron emission tomography;fpga-based face detection system using Haar classifiers;a 17ps time-to-digital converter implemented in 65nm fpga technology;and fpga technology mapping with encoded libraries and staged priority cuts.
The proceedings contain 29 papers. The topics discussed include: accelerating subsequence similarity search based on dynamic time warping distance with fpga;video-rate stereo matching using Markov random field TRW-S i...
ISBN:
(纸本)9781450318877
The proceedings contain 29 papers. The topics discussed include: accelerating subsequence similarity search based on dynamic time warping distance with fpga;video-rate stereo matching using Markov random field TRW-S inference on a hybrid CPU+fpga computing platform;fully-functional fpga prototype with fine-grain programmable body biasing;sensing nanosecond-scale voltage attacks and natural transients in fpgas;word-length optimization beyond straight line code;word-length optimization beyond straight line code;embedding-based placement of processing element networks on fpgas for physical model simulation;a remote memory access infrastructure for global address space programming models in fpgas;architecture support for custom instructions with memory operations;high throughput and programmable online traffic classifier on fpga;and indirect connection aware attraction for fpga clustering.
The proceedings contain 35 papers. The topics discussed include: visual system integrator;build your own domain-specific solutions with RapidWright;reconfigurable convolutional kernels for neural networks on fpgas;eff...
ISBN:
(纸本)9781450361378
The proceedings contain 35 papers. The topics discussed include: visual system integrator;build your own domain-specific solutions with RapidWright;reconfigurable convolutional kernels for neural networks on fpgas;efficient and effective sparse LSTM on fpga with bank-balanced sparsity;math doesn't have to be hard: logic block architectures to enhance low-precision multiply-accumulate on fpgas;on-chip fpga debug instrumentation for machine learning applications;scheduling data in neural network applications;fault testing a synthesizable embedded processor at gate level using ultrascale fpga emulation;a deep-reinforcement-learning-based scheduler for high-level synthesis;accelerating 3D CNN-based lung nodule segmentation on a multi-fpga system;SparseBNN: joint algorithm/hardware optimization to exploit structured sparsity in binary neural network;a deep learning inference accelerator based on model compression on fpga;and sparse winograd convolutional neural networks on small-scale systolic arrays.
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