AI synaptic coprocessor
A coprocessor may include a memory configured to store a plurality of Very Long Data Words, each as a test Very Long Data Word (VLDW) having a length in the range of about one thousand bits to one million or more bits and containing encoded information that is distributed across the length of the VLDW. A processor generates search terms and a processing logic unit receives a test VLDW from the memory, receives a search term from the processor, and computes a Boolean inner product between the search term and the test VLDW read from memory indicative of the measure of similarity between the test VLDW and the search term. Optionally, buffers within logic circuits of processing pipelines may receive the test VLDWs.
1. A coprocessor, comprising:
a memory configured to store a plurality of Very Long Data Words, each comprising a test Very Long Data Word (VLDW) having a length in the range of about one thousand bits to one million or more bits and containing encoded information that is distributed across the length of the VLDW;
a processor configured to generate search terms; and
a processing logic unit configured to:
receive a test VLDW from the memory;
receive a search term from the processor; and
compute a Boolean inner product between the search term and the test VLDW read from memory indicative of the measure of similarity between the test VLDW and the search term, wherein the processing logic unit comprises one or more pipeline Boolean logic circuits that compute the Boolean inner product.
2. The coprocessor of claim 1 , further comprising a buffer configured to store the Boolean inner products resulting from the computation between each search term and the test VLDW together with the address in memory from which the test VLDW was read.
3. The coprocessor of claim 1 , further comprising a Direct Memory Access (DMA) controller connected to the processor and memory and configured to address and control the transfer of test VLDWs from memory to the processing logic unit.
4. The coprocessor of claim 1 , wherein said processor includes a conventional CPU interface for communicating with external devices, wherein said processor is configured to receive VLDWs as a plurality of 64-bit words via the conventional CPU interface and reformat the 64-bit words into a test VLDW having a length of about one thousand bits to at least one million bits.
5. The coprocessor of claim 1 , comprising an external sensor connected to the coprocessor and configured to generate sensor data, said processor is configured to receive the sensor data and generate a sensed data VLDW from the sensor data, wherein said processing logic unit is configured to compare the sensed data VLDW to a search term.
6. The coprocessor of claim 1 , wherein said processor is configured to generate a plurality of test VLDWs, and said processing logic unit includes a processing buffer into which the plurality of test VLDWs are buffered.
7. The coprocessor of claim 1 , wherein said processor includes a serial interface and digital logic, wherein said serial interface passes serial data to said digital logic to reformat the serial data into very long data words.
8. A coprocessor, comprising:
a memory configured to store a plurality of Very Long Data Words, each comprising a test Very Long Data Word (VLDW) having a length in the range of about one thousand bits to one million or more bits and containing encoded information that is distributed across the length of the VLDW;
a processor configured to generate search terms; and
a processing logic unit configured to:
receive a test VLDW from the memory;
receive a search term from the processor; and
compute a Boolean inner product between the search term and the test VLDW read from memory indicative of the measure of similarity between the test VLDW and the search term, wherein the processor is configured to perform calculations at a clock rate and compute a Boolean inner product between the search term and the test VLDW at a latency to obtain results after multiple clocks.
9. The coprocessor of claim 8 , further comprising a buffer configured to store the Boolean inner products resulting from the computation between each search term and the test VLDW together with the address in memory from which the test VLDW was read.
10. The coprocessor of claim 8 , further comprising a Direct Memory Access (DMA) controller connected to the processor and memory and configured to address and control the transfer of test VLDWs from memory to the processing logic unit.
11. The coprocessor of claim 8 , wherein said processor includes a conventional CPU interface for communicating with external devices, wherein said processor is configured to receive VLDWs as a plurality of 64-bit words via the conventional CPU interface and reformat the 64-bit words into a test VLDW having a length of about one thousand bits to at least one million bits.
12. The coprocessor of claim 8 , comprising an external sensor connected to the coprocessor and configured to generate sensor data, said processor is configured to receive the sensor data and generate a sensed data VLDW from the sensor data, wherein said processing logic unit is configured to compare the sensed data VLDW to a search term.
13. The coprocessor of claim 8 , wherein said processor is configured to generate a plurality of test VLDWs, and said processing logic unit includes a processing buffer into which the plurality of test VLDWs are buffered.
14. The coprocessor of claim 8 , wherein said processor includes a serial interface and digital logic, wherein said serial interface passes serial data to said digital logic to reformat the serial data into very long data words.
15. A coprocessor, comprising:
a memory configured to store a plurality of Very Long Data Words, each comprising a test Very Long Data Word (VLDW) having a length in the range of about one thousand bits to one million or more bits and containing encoded information that is distributed across the length of the VLDW;
a processor configured to generate search terms; and
a processing logic unit configured to:
receive a test VLDW from the memory;
receive a search term from the processor; and
compute a Boolean inner product between the search term and the test VLDW read from memory indicative of the measure of similarity between the test VLDW and the search term, wherein the processing logic unit is configured to operate on successive test VLDWs compared against a search term.
16. The coprocessor of claim 15 , further comprising a buffer configured to store the Boolean inner products resulting from the computation between each search term and the test VLDW together with the address in memory from which the test VLDW was read.
17. The coprocessor of claim 15 , further comprising a Direct Memory Access (DMA) controller connected to the processor and memory and configured to address and control the transfer of test VLDWs from memory to the processing logic unit.
18. The coprocessor of claim 15 , wherein said processor includes a conventional CPU interface for communicating with external devices, wherein said processor is configured to receive VLDWs as a plurality of 64-bit words via the conventional CPU interface and reformat the 64-bit words into a test VLDW having a length of about one thousand bits to at least one million bits.
19. The coprocessor of claim 15 , comprising an external sensor connected to the coprocessor and configured to generate sensor data, said processor is configured to receive the sensor data and generate a sensed data VLDW from the sensor data, wherein said processing logic unit is configured to compare the sensed data VLDW to a search term.
20. The coprocessor of claim 15 , wherein said processor is configured to generate a plurality of test VLDWs, and said processing logic unit includes a processing buffer into which the plurality of test VLDWs are buffered.