Wisconsin Alumni Research Foundation

Samsung Electronics Co., Ltd.

University of Illinois

Snu Rdb Foundation

Georgia Tech Research Corporation

National Science Foundation

Advances Micro Devices, Inc.

Nam Sung Kim

Hao Wang

Kyomin Sohn

Sang-Hyuk Kwon

Jaeyoun Youn

Mohammad Alian

Ho-Young Song

Michael J Schulte

Jung Ho Ahn

Chan-Kyung Kim

Seongil O

Sang-Joon Hwang

Chankyung Kim

Uksong Kang

Haesuk Lee

Young-Hoon Son

Seong-Il O

Mikko Herman Lipasti

David John Palframan

Young Sun Kim

James Michael O'Connor

Victor Chan

Manfred Eller

Srikanth Balaji Samavedam

Jun Yuan

Dong Joon Kim

Seunghwan Lee

Hak-Soo Yu

Hyun Wook Shim

Narasimhulu Kanike

Stark Draper

Srinivasan Narayanamoorthy

Dong Ik Shin

Hadi Esmaeilzadeh, V

Amir Yazdanbakhsh

Jung Seung Yang

Zhenhong Liu

Choongryul Ryou

Ahmed Abulila

Izzat El Hajj

Vijay Janapa Reddi

Syed Gilani

A random access memory may include memory banks and arithmetic approximation units. Each arithmetic approximation unit may be dedicated to one or more of the memory banks and include a respective multiply-and-accumulate unit and a respective lookup-table unit. The respective multiply-and-accumulate unit is configured to iteratively perform shift and add operations with two inputs and to provide a result of the shift and add operations to the respective lookup-table unit. The result approximates or is a product of the two inputs. The respective lookup-table unit is configured produce an output by applying a pre-defined function to the result. The arithmetic approximation units are configured for parallel operation. The random access memory may also include a memory controller configured to receive instructions, from a processor, regarding locations within the memory banks from which to obtain the two inputs and in which to write the output.

In-memory near-data approximate acceleration

A computing device includes a host processor to execute a host driver to create a host-side interface, the host-side interface emulating a first Ethernet interface, assign the host-side interface a first medium access control (MAC) address and a first Internet Protocol (IP) address. Memory components are disposed on a substrate. A memory channel network (MCN) processor is disposed on the substrate and coupled between the memory components and the host processor. The MCN processor is to execute an MCN driver to create a MCN-side interface, the MCN-side interface emulating a second Ethernet interface. The MCN processor is to assign the MCN-side interface a second MAC address and a second IP address, which identify the MCN processor as a MCN network node to the host processor.

Application-transparent near-memory processing architecture with memory channel network

A computer architecture provides both a parallel memory bus and serial memory bus between a processor system and memory. Latency-tolerant memory access requests are steered to the serial memory bus which operates to increase the available memory bus bandwidth on the parallel memory. The invention also provides integrated circuit computer memory suitable for this application.

Computer architecture having selectable parallel and serial communication channels between processors and memory

Systems and methods for hardware-based asynchronous logging include: initiating first and second atomic regions on first and second cores of a central processing unit (CPU); and asynchronously logging data for the first atomic region and the second atomic region using the CPU by: asynchronously performing log persist operations (LPOs) to log an old data value from each atomic region; updating the old data value to a new data value from each atomic region; tracking dependencies between the first atomic region and the second atomic region using a memory controller; asynchronously performing data persist operations (DPOs) to persist the new data value for each atomic region; and committing the first atomic region and the second atomic region based on the dependencies using the memory controller of the CPU.

Systems and methods for hardware-based asynchronous persistence

A memory device includes a buffer die configured to receive a first broadcast command and a second broadcast command from an external device; and a plurality of core dies stacked on the buffer die. The plurality of core dies include: a first core die including a first processing circuit, a first memory cell array, a first command decoder configured to decode the first broadcast command, and a first data input/output circuit configured to output data of the first memory cell array to a common data input/output bus under control of the first command decoder; and a second core die including a second processing circuit, a second memory cell array, a second command decoder configured to decode the second broadcast command, and a second data input/output circuit configured to receive the data of the first memory cell array through the common data input/output bus under control of the second command decoder.

Memory device including processing circuit, and electronic device including system on chip and memory device

A memory device includes a memory cell array including a plurality of banks each including a plurality of memory cells connected to a plurality of word lines, and a row decoder block connected to the plurality of banks. In a first operation mode, the row decoder block receives a first row address and a first bank address together with an activation command and activates a word line selected by the first row address from among the plurality of word lines of a bank selected by the first bank address from among the plurality of banks. In a second operation mode, the row decoder block receives a second row address and a second bank address together with the activation command and activates a word line selected by the second row address from among the plurality of word lines of each of at least two banks of the plurality of banks.

Memory devices including an operation mode supporting virtual bank calculation, and operating methods of the memory devices

Computer architecture having selectable, parallel and serial communication channels between processors and memory

A neuromorphic device includes a memory cell array that includes first memory cells corresponding to a first address and storing first weights and second memory cells corresponding to a second address and storing second weights, and a neuron circuit that includes an integrator summing first read signals from the first memory cells and an activation circuit outputting a first activation signal based on a first sum signal of the first read signals output from the integrator.

Neuromorphic device based on memory

A system includes a printed circuit board (PCB) on which is disposed memory components and a processor disposed on the PCB and coupled between the memory components and a host memory controller. The processor comprises a memory channel network (MCN) memory controller to handle memory requests associated with the memory components; a local buffer; and a core coupled to the MCN memory controller and the local buffer. The core executes an operating system (OS) running a network software layer and a distributed computing framework; and an MCN driver to: receive a network packet from the network software layer; store the network packet in the local buffer; and assert a transmit polling field of the local buffer to signal to the host memory controller that the network packet is available for transmission to a host computing device.

A server system including an enhanced Network Interface Controller (NIC) within a client-server architecture is provided. The server system includes a memory for storing data from one or more network packets and one or more processors for processing network requests based on the one or more network packets. The enhanced NIC is configured to receive the one or more network packets and transfer the data from the one or more network packets to the memory. During a latency period defined from the time required to transfer the network packet to memory, the enhanced NIC performs a Network-driven, packet Context Aware Power (NCAP) management process in order to actively transition a power management state of the one or more processors to a predicted level. In this manner, computational and energy efficiency of the server system is improved.

Network-driven, packet context-aware power management for client-server architecture

A memory module includes a memory device, a command/address buffering device, and a processing data buffer. The memory device includes a memory cell array, a first set of input/output terminals, each terminal configured to receive first command/address bits, and a second set of input/output terminals, each terminal configured to receive both data bits and second command/address bits. The command/address buffering device is configured to output the first command/address bits to the first set of input/output terminals. The processing data buffer is configured to output the data bits and second command/address bits to the second set of input/output terminals. The memory device is configured such that the first command/address bits, second command/address bits, and data bits are all used to access the memory cell array.

Memory module, memory device, and processing device having a processor mode, and memory system

Memory devices including an operation mode supporting virtual bank access, and operating methods of the memory devices

A GPU architecture employs a crossbar switch to preferentially store operand vectors in a compressed form allowing reduction in the number of memory circuits that must be activated during an operand fetch and to allow existing execution units to be used for scalar execution. Scalar execution can be performed during branch divergence.

Graphic processor unit providing reduced storage costs for similar operands

Growing community of inventors

Middleton, WI, United States of America

Nam Sung Kim